SlideShare a Scribd company logo
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 12 | Dec 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1279
IOT-Based Medicine Reminder and Monitoring System for Safe Health
Khushboo Malvi1, Kruti Bhardwaj2, Prajwal Kokate3, Dolly Rahangdale4
Department of Information Technology,
JD College of Engineering and Management Nagpur – 441501, DBATU Autonomous,
Lonere, Maharashtra, India.
(Professor Jolly Nikhade, Department of IT, JDCOEM, Nagpur, 441501)
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Despite the slower rate of IoT (InternetofThings)
adoption in the healthcare sector compared to other
industries, IoT in the area of medicine is destined to keep
people safe and healthy with the main objective of lowering
healthcare costs in the next years. Here, a smart healthcare
system built on the Internet of Things is made available,
complete with a smart medication box. Connectedsensorsand
servers allow for continuous health monitoring. Patients may
get consistent medical treatment and patientwithoutactually
meeting in person because to this internet-connected smart
medicine box link. The suggested medicine box helps the
patient take the right dosage at the right time and includes
instructions that will help the sufferer. Intoday'sworld, people
often miss important dailydetailsduetotheirhecticschedules.
Dementia, which causes forgetfulnessin dailyactivities, affects
the elderly and those with chronic illnesses who must take
their medications on time without skipping any. Taking into
account the circumstance research that was conducted in this
By reminding patients to take their medications on time,
monitoring patients remotely, and updating their patient
records with new medication information, which may be done
by a prescriber online, home health care technologies arenow
being utilized to improve this issue.
Key Words: Healthcare, Medicine Box, Internet of Things,
Remote Monitoring.
1. INTRODUCTION
The degree to which a patient appropriately complies with
medical guidance is known as medication adherence.
Medication non adherence is defined as carelessness and
delays in taking your medications, failing to follow your
prescriptions, or even skipping doses due to cultural and
racial influences. In addition, un-prescribed polypharmacy,
prescription alterations, and taking many drugs are all
examples of medical non-adherence. According to studies,
medical adherence is just approximately 50% in wealthy
nations. The situation is significantly worse in developing
nations. Farmers traditionally find it difficult to choose
which crop is most suited and financially advantageous to
their soil, their circumstances, and their location because of
the variability in soil types across thecountry,andasa result
they frequently suffer losses.
Because of 1) Forgetfulness in the case of elderlypatients,2)
Inability to read and understand the prescription and the
names on the medicines, and 3) Lack of resources and
knowledge to use the various mobile-based medication
reminder applications, the problem of medication non-
adherence is critical in our country, particularly in the rural
areas. Non-adherence to medication regimens can have a
serious detrimental impact on the patient. It might result in
negative consequences like health issues or even longer
treatment times and greater costs.
You may categories the solutions into hardware- and
software-based approaches. The bulk of software-based
solutions consist of several medication-reminder apps for
various mobile platforms, which are inaccessible to elderly
and illiterate rural Indians. The system that is suggested in
this study is hardware-based. The pharmaceutical tablets
and their schedule must be input into it by the doctor, the
doctor's assistant, or another literate family member(hence
referred to as the "caretaker"). The patient is then informed
by the gadget at the appropriate moment.
1.1 Proposed Solution
As a device-based answer to the aforementioned issue
encountered by rural Indians, this project is put forth. Your
medications are stored, along with a reminder of when to
take them. The issue of memory loss and forgetfulnessin the
elderly is addressed, and attempts have been made to make
this gadget useable for those with disabilities. The patient is
not assumed to have any medical literacy or understanding
when designing this project. Itpresupposesthepresenceofa
Caretaker who could configure thegadgetusingthepatient's
basic interface. The parts that follow provide further
information on how this Project operates.
2. LITERATURE SURVEY
Iranpak et al [1] this study makes use of IoT device datasets
that are connected to patients via wrist sensors. On an
hourly basis, data from IoT devices is provided. As a result,
10,000 data points are received every hour and each sample
is larger than 1 terabyte. A prioritizing approach is used in
this study to priorities sensitive data in the Internet of
Things, and LSTM deep neural networks areimplementedin
cloud computing to relegate and monitor patients'
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 12 | Dec 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1280
conditions remotely, which may be regarded as the paper's
most original component. The 5th-generation Internet is
used to send sensor data from the IoT platform to the cloud.
The LSTM (long short-term recall) deep neural network
method is at the heart of cloud computing.
Archip et al [2] the procedures taken to develop and
construct a low-cost modular monitoring system prototype
are described in the current work. This device, which was
created utilizing low-power, specially designed sensor
arrays for EKG, SpO2, temperature, and movement, intends
to provide mobile assistance for quicker and better medical
actions in emergency situations. These sensors' interfaces
have been created using the IoT concept, where a central
control unit exposes a RESTful-based Web interface that
assures platform independenceandoffers a flexiblemeansof
adding additional parts.
P. S. Akram et al [3] IOT is essential for data collection,
monitoring, data analysis, recording, storage, and
presentation. In this research, we examine variables such
GPS, body temperature, blood pressure, and pulse sensor, to
monitor the patient's present location. The data is
transferred to an Arduino Board, which serves as a CPU,
where it is further processed. We transfer data over the
internet for analysis using the WIFI module. This data has
been evaluated and is kept for future use. When a serious
situation is found, the results are instantly communicatedto
the doctor.
Lakmini P. Malasinghe et al [4] this paper offers a summary
of current developments in both contact-based and
contactless remote monitoring and healthcare. The writers
talk about a few difficulties that are present in most systems
along with the review. The report also offers several
suggestions for further study. With the least amount of user
disturbance, these programmes enable activities including
sitting, standing, using the restroom, watching television,
reading, and sleeping. Even if there are wearable sensors,
their impact on the activities is minimal.Onesuchinstanceis
sensor-based smart watches.
Tanmay Patil et al [5] the project's goal was to develop a
Remote Health Monitoring System that could be created
using readily accessible local sensors in order to keep costs
low if it were to be mass produced. There have been
attempts to use the new technology in numerous sectors to
enhance the quality of human existence as a result of
technological advancement and sensor shrinking. The
healthcare industry is one significant fieldofresearchwhere
the technology has been adopted. Healthcare services are
exceedingly expensive for the people who require them,and
this is especially true in developing nations.
Yedukondalu Udara et al [6] a low-cost, accessible health
monitoring device for those living in distant areas without
access to specialized medical care. This device is
transportable. Low cost and simple to use even for those
with little experience. In order to transfer the data to a
distant server where doctors may view it, this concept was
also created utilising IoT.
3. PROBLEM STATEMENT
The majority of medical mistakes often involve medication
errors and unfavorable drug responses. These unfavorable
pharmacological side effects have an adverse influence on
patient fatalities, medical costs, and harm to healthcare
professionals' reputations.Thesearetypical reasonsofthese
errors:
1. The patient takes medications irregularly as a result of
their hectic lifestyle.
2. Complex scheduling for admission.
3. Lack of understanding about how to utilize medications
properly.
4. A lack of doctor consultation.
5. A lack of procedures to monitor the state of the patient's
intake.
The doctor must also keep track of the patient's heart rate,
blood pressure, and body temperature in an emergency. In
cases of crises, the patient might not have the time because
this requires time. Therefore, it is necessary to be aware of
these aspects in advance.
4. PROPOSED WORK
In this Projects only one specific drug will be kept in each of
the box's numerous tiny compartments, which are all
present. The device contains an LCD, a keypad for user
interaction, and buzzers, vibrators, and LEDsfor notification
purposes. Each medication's regimenforthepatientmust be
programmed by the keeper into the Box. It follows. The
patient is informed about the timetable and just needs to
take the medication that is in the box that has a vibrating or
light indicator. In addition to the medication's expiration
date, it keeps details such how many tablets must be taken,
how long the medication must be taken, and must be done.
The schedule of each medicine for the patient needs to be
programmed into the Box by the caretaker. It tracks the
schedule, notifies the patient, and all the patient has to do is
take the medicine kept in the box indicated by a
light/vibrator. Apart from time of the medicine, it stores
information like number of pills to be taken and for how
many days the medicine is to be taken.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 12 | Dec 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1281
Parts of the Working are as follows:
Step 1: After receiving the medication prescriptions, the
caregiver arranges the medications into compartments(one
kind in each) and establishes the medication regimensusing
the device's LCD and Keypad.
Step 2: After Step 1, the gadget has all the necessary
information. A real-time clock is used to maintain track. The
device alerts the user when it's time to take a medication.
Step 3: Using an internal buzzer, the gadget alerts the user
by creating a loud noise. Boththeassociatedvibrator(for the
blind) and the indication light adjacent to the compartment
holding the medication that has to be taken will turn on. As
long as the compartment lid is closed, the light and vibrator
won't activate (the gadget will presumethattheuseropened
the container to take the medicine).
Because it presupposes no prior information on the side of
the patient, this approach is ideal for rural India. All that is
needed is for the patient to take the medication when
instructed to do so and the matching indicator (light or
vibrator) is on.
5. METHODOLOGY
The circuit includes a microcontroller, LCD,regulator,driver
IC, RF transceiver, crystal oscillator, capacitors, and a
transformer. It also includes blood pressure, heart rate, and
temperature sensors. The microcontroller has 28 pins in
total. The microcontroller has three inputs. They are the
temperature, heart rate, and blood pressure sensors. The
microprocessor PIC18F25K20 has a blood pressure sensor
linked to pin 15, a heart rate sensor to pin 3, and a
temperature sensor to pin 2. The LCD is attached to the
microcontroller's output pins 22 through 26. TheDRIVERIC
is attached to pins 11, 12, and 13. MAX 232 is coupledto pins
17 and 18.
The output of the MAX232, which serves as a timer IC, is
linked to the RF module. The RF module functions as a
module for two-way communication.Thedata isdeliveredto
the doctor's desk through the RF module. The regulator
controls the voltage in the range of 0 to 5 volts.
Fig-1: Block Diagram
The microcontroller has a software that uses a system-
integrated buzzer to remind the patient to take the
prescribed medication on time. The amount of dosages the
patient must take and when they are due will be shown on
the LCD attached to the microcontroller. If the patient
accidentally forgetstotaketherecommended medication,an
alert will sound. If the patient still forgets to take the
medication, the patient can review all missed alarms at a
later time.
The different modes are explained below:
Home: Real Time Clock (RTC) is shownontheLCDscreenby
default, and the microcontroller is in its Low Power Mode
with interrupts enabled. When an interrupt occurs, it quits
low power mode, performs the requested function,andthen
enters low power mode again. The alarm notification
function is an internal hardware interrupt, while the other
interruptions are produced by actions likepushingkeysona
4X4 Keypad or opening pill boxes.
Set an alarm: Pressing a certain key on the keypad initiates
the interrupt for "Set an Alarm." The device calls the "Set
Alarm" function after waking up from lowpowermode,runs
it, and then returns to low power mode.
List Alarms: A keypad button labelled "List Alarm()" can be
clicked to examine the list of alarms that have been fed into
the device. Using the buttons on the Keypad, you may
traverse the list of alarms that is displayed. Additionally, the
user has the choice to use the Delete button to remove any
specific alert.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 12 | Dec 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1282
Notification: An interrupt for notifications is started when
the timing of an alarm matches the real-time clock of the
MCU. Box buzzer, the LED and Vibrator of the respective
compartment, as well as the main LED, switch on as soon as
the Notification interrupt is triggered.
Fig-2: Flowchart of Notification
List Missed Alarms: If the user fails to take the prescribed
medication within the allotted one-hour window, Medicine
reminder thinks that the user is not responding and adds
that alert to the "List of Missed Alarms." Trigger the
interrupt corresponding to "Stack Alarm ()" to see the "List
of Missed Alarms". With the help of the buttons on the
keypad, you may traverse the list of missed alarms that is
shown. The Patient/Caregiver can utilize this to learn about
missed medicine and call their doctor for advice on how to
go forward. Then, they may use the Delete option to remove
that specific alert from this list.
6. REQUIREMENTS
IOT: The network of physical items, or "things," that are
implanted with sensors, software,andothertechnologies for
the purpose of communicating and exchanging data with
other devices and systems throughtheinternetisreferredto
as the Internet of Things (IoT). The use of IoT in the
healthcare sector has made it possible for doctorstokeepan
eye on patients' ailments in real-time, allowingthemtohead
off emergency scenarios like heart failure, diabetes, asthma
attacks, cardiac arrest, etc.
Temperature Sensor: Accurate non-contact temperature
measurement in medical applications is made possible by
infrared (IR) temperature sensors. The most typical usesfor
this kind of temperature sensor are for monitoring skin,
forehead, or ear temperatures.
PIC Micro-controller: The purpose of PIC microcontrollers
in embedded system design is to provide easy programming
and interfacing. Although Microchip did release several 16-
bit and 32-bit PIC microcontrollers, the majority of PIC
microcontrollers that are available are 8-bit
microcontrollers.Thesmallestmicrocontrollersavailable are
PIC devices, which may be programmed to do a wide variety
of activities. Numerous electronic products, including
phones, embedded systems, computer control systems,
alarm systems, etc., contain these microcontrollers.
GSM Module: For wireless radiation monitoring through
Short Messaging Service, a customized Global System for
Mobile Communication (GSM) module iscreated(SMS). This
module can provide text messages as serial data to host
servers from radiation monitoring devices like survey
meters and area monitors.
LCD Display: Liquid crystal display is referred to as LCD. It
is a particular type of electronic display module used in a
wide array of circuits and devices, including mobile phones,
calculators, computers, TVs, and other electronics. These
displays are mostly favored for seven segments and multi-
segment light-emitting diodes. The primary advantages of
adopting this module are its low cost, ease of programming,
animations, and ability to show bespoke characters, unique
animations, etc.
7. CONCLUSION
The pill box would be trustworthy, of great quality, and
appropriate for cases and elderly people as a result. The
system would work and be high caliber. In light of the other
items included in the request, the pricewould be reasonable.
The number of dosage to take each time is up to the patient.
The alarm will go off when it needs to. The programming
language being utilized is easy to learn and flexible.
REFERENCES
[1] Iranpak, S., Shakeri, H., and Shahbahrami, A. Utilizing
cloud computing and the internet of things platform,
remote patient monitoring and classification.120Jlarge
data (2021). https://doi.org/10.1186/s40537-021-
00507-w
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 12 | Dec 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1283
[2] "An IoT based system for remote patient monitoring,"
2016 17th International Carpathian Control Conference
(ICCC), 2016, pp. 1-6, doi:
10.1109/CarpathianCC.2016.7501056; A. Archip, N.
Botezatu, E. Erban, P. -C. Herghelegiu, and A. Zală
[3] P. S. Akram, M. Ramesha, S. A. S. Valiveti, S. Sohail, and K.
T. S. S. Rao, "IoT based Remote Patient Health
Monitoring system", 2021 7th International Conference
on Advanced Computing and Communication Systems
(ICACCS), pp. 1519–1524, doi:
10.1109/ICACCS51430.2021.9441874.
[4] Malasinghe, L.P., Ramzan, N. & Dahal, K. Remote patient
monitoring: a comprehensive study. J Ambient Intell
Human Comput 10, 57–76 (2019).
https://doi.org/10.1007/s12652-017-0598-x
[5] Tanmay Patil1, Tanish Meshram, Ankit Rai, Manav
Dadwal, Prof. N. Narkhede, Remote Patient Health
Monitoring System IC Value: 45.98; SJ Impact Factor:
7.538; ISSN: 2321-9653May 2022forVolume10IssueV
[6] Yedukondalu Udara, Srinivasarao Udara, Harish H M,
and Hadimani H C, "HEALTH MONITORING SYSTEM
USING IOT," International Journal of Engineering and
Manufacturing Science, volume 8, number 1, (2018),pp.
177–182.

More Related Content

Similar to IOT-Based Medicine Reminder and Monitoring System for Safe Health

IRJET - Medicine Reminder System using IoT
IRJET - Medicine Reminder System using IoTIRJET - Medicine Reminder System using IoT
IRJET - Medicine Reminder System using IoT
IRJET Journal
 
IRJET- Mobile Assisted Remote Healthcare Service
IRJET- Mobile Assisted Remote Healthcare ServiceIRJET- Mobile Assisted Remote Healthcare Service
IRJET- Mobile Assisted Remote Healthcare Service
IRJET Journal
 
Medic - Artificially Intelligent System for Healthcare Services ...
Medic - Artificially Intelligent System for Healthcare Services              ...Medic - Artificially Intelligent System for Healthcare Services              ...
Medic - Artificially Intelligent System for Healthcare Services ...
IRJET Journal
 
Smart Pill Reminder and Monitoring System
Smart Pill Reminder and Monitoring SystemSmart Pill Reminder and Monitoring System
Smart Pill Reminder and Monitoring System
IRJET Journal
 
IRJET- Intelligent Pillbox for Monitoring the Health using IoT Concepts
IRJET- Intelligent Pillbox for Monitoring the Health using IoT ConceptsIRJET- Intelligent Pillbox for Monitoring the Health using IoT Concepts
IRJET- Intelligent Pillbox for Monitoring the Health using IoT Concepts
IRJET Journal
 
Feasibility Study on Moving Towards Electronic Prescription over Manual Presc...
Feasibility Study on Moving Towards Electronic Prescription over Manual Presc...Feasibility Study on Moving Towards Electronic Prescription over Manual Presc...
Feasibility Study on Moving Towards Electronic Prescription over Manual Presc...
IRJET Journal
 
IRJET- A System for Complete Healthcare Management: Ask-Us-Health A Secon...
IRJET-  	  A System for Complete Healthcare Management: Ask-Us-Health A Secon...IRJET-  	  A System for Complete Healthcare Management: Ask-Us-Health A Secon...
IRJET- A System for Complete Healthcare Management: Ask-Us-Health A Secon...
IRJET Journal
 
IRJET- Data Mining Techniques to Predict Diabetes
IRJET- Data Mining Techniques to Predict DiabetesIRJET- Data Mining Techniques to Predict Diabetes
IRJET- Data Mining Techniques to Predict Diabetes
IRJET Journal
 
IRJET- Fundamental Research on Medication Reminder System
IRJET-  	  Fundamental Research on Medication Reminder SystemIRJET-  	  Fundamental Research on Medication Reminder System
IRJET- Fundamental Research on Medication Reminder System
IRJET Journal
 
ealth Monitoring System in Emergency Using IoT: A Review
ealth Monitoring System in Emergency Using IoT: A Reviewealth Monitoring System in Emergency Using IoT: A Review
ealth Monitoring System in Emergency Using IoT: A Review
IRJET Journal
 
IOT BASED HEALTH MONITORING SYSTEM FOR COVID 19 PATIENT
IOT BASED HEALTH MONITORING SYSTEM FOR COVID 19 PATIENTIOT BASED HEALTH MONITORING SYSTEM FOR COVID 19 PATIENT
IOT BASED HEALTH MONITORING SYSTEM FOR COVID 19 PATIENT
IRJET Journal
 
Mediminder: IoT Based Smart Medicine Box
Mediminder: IoT Based Smart Medicine BoxMediminder: IoT Based Smart Medicine Box
Mediminder: IoT Based Smart Medicine Box
IRJET Journal
 
IRJET- An Android Application for Electronic Health Record System
IRJET- An Android Application for Electronic Health Record SystemIRJET- An Android Application for Electronic Health Record System
IRJET- An Android Application for Electronic Health Record System
IRJET Journal
 
IRJET- An Android Application for Electronic Health Record System
IRJET- An Android Application for Electronic Health Record SystemIRJET- An Android Application for Electronic Health Record System
IRJET- An Android Application for Electronic Health Record System
IRJET Journal
 
MedRec – Medical Records Tracking System
MedRec – Medical Records Tracking SystemMedRec – Medical Records Tracking System
MedRec – Medical Records Tracking System
IRJET Journal
 
IRJET- Health Monitoring System using IoT using Arduino Uno Microcontroller
IRJET- Health Monitoring System using IoT using Arduino Uno MicrocontrollerIRJET- Health Monitoring System using IoT using Arduino Uno Microcontroller
IRJET- Health Monitoring System using IoT using Arduino Uno Microcontroller
IRJET Journal
 
IoT potential in Asia Healthcare System_i4
IoT potential in Asia Healthcare System_i4IoT potential in Asia Healthcare System_i4
IoT potential in Asia Healthcare System_i4Guna Sekaran
 
Cloud based Health Prediction System
Cloud based Health Prediction SystemCloud based Health Prediction System
Cloud based Health Prediction System
IRJET Journal
 
IRJET- Smart ICU using IoT
IRJET- Smart ICU using IoTIRJET- Smart ICU using IoT
IRJET- Smart ICU using IoT
IRJET Journal
 
Dhruti
DhrutiDhruti
Dhruti
Dhrutim25
 

Similar to IOT-Based Medicine Reminder and Monitoring System for Safe Health (20)

IRJET - Medicine Reminder System using IoT
IRJET - Medicine Reminder System using IoTIRJET - Medicine Reminder System using IoT
IRJET - Medicine Reminder System using IoT
 
IRJET- Mobile Assisted Remote Healthcare Service
IRJET- Mobile Assisted Remote Healthcare ServiceIRJET- Mobile Assisted Remote Healthcare Service
IRJET- Mobile Assisted Remote Healthcare Service
 
Medic - Artificially Intelligent System for Healthcare Services ...
Medic - Artificially Intelligent System for Healthcare Services              ...Medic - Artificially Intelligent System for Healthcare Services              ...
Medic - Artificially Intelligent System for Healthcare Services ...
 
Smart Pill Reminder and Monitoring System
Smart Pill Reminder and Monitoring SystemSmart Pill Reminder and Monitoring System
Smart Pill Reminder and Monitoring System
 
IRJET- Intelligent Pillbox for Monitoring the Health using IoT Concepts
IRJET- Intelligent Pillbox for Monitoring the Health using IoT ConceptsIRJET- Intelligent Pillbox for Monitoring the Health using IoT Concepts
IRJET- Intelligent Pillbox for Monitoring the Health using IoT Concepts
 
Feasibility Study on Moving Towards Electronic Prescription over Manual Presc...
Feasibility Study on Moving Towards Electronic Prescription over Manual Presc...Feasibility Study on Moving Towards Electronic Prescription over Manual Presc...
Feasibility Study on Moving Towards Electronic Prescription over Manual Presc...
 
IRJET- A System for Complete Healthcare Management: Ask-Us-Health A Secon...
IRJET-  	  A System for Complete Healthcare Management: Ask-Us-Health A Secon...IRJET-  	  A System for Complete Healthcare Management: Ask-Us-Health A Secon...
IRJET- A System for Complete Healthcare Management: Ask-Us-Health A Secon...
 
IRJET- Data Mining Techniques to Predict Diabetes
IRJET- Data Mining Techniques to Predict DiabetesIRJET- Data Mining Techniques to Predict Diabetes
IRJET- Data Mining Techniques to Predict Diabetes
 
IRJET- Fundamental Research on Medication Reminder System
IRJET-  	  Fundamental Research on Medication Reminder SystemIRJET-  	  Fundamental Research on Medication Reminder System
IRJET- Fundamental Research on Medication Reminder System
 
ealth Monitoring System in Emergency Using IoT: A Review
ealth Monitoring System in Emergency Using IoT: A Reviewealth Monitoring System in Emergency Using IoT: A Review
ealth Monitoring System in Emergency Using IoT: A Review
 
IOT BASED HEALTH MONITORING SYSTEM FOR COVID 19 PATIENT
IOT BASED HEALTH MONITORING SYSTEM FOR COVID 19 PATIENTIOT BASED HEALTH MONITORING SYSTEM FOR COVID 19 PATIENT
IOT BASED HEALTH MONITORING SYSTEM FOR COVID 19 PATIENT
 
Mediminder: IoT Based Smart Medicine Box
Mediminder: IoT Based Smart Medicine BoxMediminder: IoT Based Smart Medicine Box
Mediminder: IoT Based Smart Medicine Box
 
IRJET- An Android Application for Electronic Health Record System
IRJET- An Android Application for Electronic Health Record SystemIRJET- An Android Application for Electronic Health Record System
IRJET- An Android Application for Electronic Health Record System
 
IRJET- An Android Application for Electronic Health Record System
IRJET- An Android Application for Electronic Health Record SystemIRJET- An Android Application for Electronic Health Record System
IRJET- An Android Application for Electronic Health Record System
 
MedRec – Medical Records Tracking System
MedRec – Medical Records Tracking SystemMedRec – Medical Records Tracking System
MedRec – Medical Records Tracking System
 
IRJET- Health Monitoring System using IoT using Arduino Uno Microcontroller
IRJET- Health Monitoring System using IoT using Arduino Uno MicrocontrollerIRJET- Health Monitoring System using IoT using Arduino Uno Microcontroller
IRJET- Health Monitoring System using IoT using Arduino Uno Microcontroller
 
IoT potential in Asia Healthcare System_i4
IoT potential in Asia Healthcare System_i4IoT potential in Asia Healthcare System_i4
IoT potential in Asia Healthcare System_i4
 
Cloud based Health Prediction System
Cloud based Health Prediction SystemCloud based Health Prediction System
Cloud based Health Prediction System
 
IRJET- Smart ICU using IoT
IRJET- Smart ICU using IoTIRJET- Smart ICU using IoT
IRJET- Smart ICU using IoT
 
Dhruti
DhrutiDhruti
Dhruti
 

More from IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
IRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
IRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
IRJET Journal
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
IRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
IRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
IRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
IRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
IRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
IRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
IRJET Journal
 

More from IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Recently uploaded

digital fundamental by Thomas L.floydl.pdf
digital fundamental by Thomas L.floydl.pdfdigital fundamental by Thomas L.floydl.pdf
digital fundamental by Thomas L.floydl.pdf
drwaing
 
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdfBPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
MIGUELANGEL966976
 
[JPP-1] - (JEE 3.0) - Kinematics 1D - 14th May..pdf
[JPP-1] - (JEE 3.0) - Kinematics 1D - 14th May..pdf[JPP-1] - (JEE 3.0) - Kinematics 1D - 14th May..pdf
[JPP-1] - (JEE 3.0) - Kinematics 1D - 14th May..pdf
awadeshbabu
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
ydteq
 
Harnessing WebAssembly for Real-time Stateless Streaming Pipelines
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesHarnessing WebAssembly for Real-time Stateless Streaming Pipelines
Harnessing WebAssembly for Real-time Stateless Streaming Pipelines
Christina Lin
 
ACEP Magazine edition 4th launched on 05.06.2024
ACEP Magazine edition 4th launched on 05.06.2024ACEP Magazine edition 4th launched on 05.06.2024
ACEP Magazine edition 4th launched on 05.06.2024
Rahul
 
Building Electrical System Design & Installation
Building Electrical System Design & InstallationBuilding Electrical System Design & Installation
Building Electrical System Design & Installation
symbo111
 
Low power architecture of logic gates using adiabatic techniques
Low power architecture of logic gates using adiabatic techniquesLow power architecture of logic gates using adiabatic techniques
Low power architecture of logic gates using adiabatic techniques
nooriasukmaningtyas
 
bank management system in java and mysql report1.pdf
bank management system in java and mysql report1.pdfbank management system in java and mysql report1.pdf
bank management system in java and mysql report1.pdf
Divyam548318
 
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
obonagu
 
Fundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptxFundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptx
manasideore6
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
JoytuBarua2
 
PROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.ppt
PROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.pptPROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.ppt
PROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.ppt
bhadouriyakaku
 
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
dxobcob
 
Tutorial for 16S rRNA Gene Analysis with QIIME2.pdf
Tutorial for 16S rRNA Gene Analysis with QIIME2.pdfTutorial for 16S rRNA Gene Analysis with QIIME2.pdf
Tutorial for 16S rRNA Gene Analysis with QIIME2.pdf
aqil azizi
 
A review on techniques and modelling methodologies used for checking electrom...
A review on techniques and modelling methodologies used for checking electrom...A review on techniques and modelling methodologies used for checking electrom...
A review on techniques and modelling methodologies used for checking electrom...
nooriasukmaningtyas
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
Massimo Talia
 
01-GPON Fundamental fttx ftth basic .pptx
01-GPON Fundamental fttx ftth basic .pptx01-GPON Fundamental fttx ftth basic .pptx
01-GPON Fundamental fttx ftth basic .pptx
benykoy2024
 
6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)
ClaraZara1
 
Heap Sort (SS).ppt FOR ENGINEERING GRADUATES, BCA, MCA, MTECH, BSC STUDENTS
Heap Sort (SS).ppt FOR ENGINEERING GRADUATES, BCA, MCA, MTECH, BSC STUDENTSHeap Sort (SS).ppt FOR ENGINEERING GRADUATES, BCA, MCA, MTECH, BSC STUDENTS
Heap Sort (SS).ppt FOR ENGINEERING GRADUATES, BCA, MCA, MTECH, BSC STUDENTS
Soumen Santra
 

Recently uploaded (20)

digital fundamental by Thomas L.floydl.pdf
digital fundamental by Thomas L.floydl.pdfdigital fundamental by Thomas L.floydl.pdf
digital fundamental by Thomas L.floydl.pdf
 
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdfBPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
BPV-GUI-01-Guide-for-ASME-Review-Teams-(General)-10-10-2023.pdf
 
[JPP-1] - (JEE 3.0) - Kinematics 1D - 14th May..pdf
[JPP-1] - (JEE 3.0) - Kinematics 1D - 14th May..pdf[JPP-1] - (JEE 3.0) - Kinematics 1D - 14th May..pdf
[JPP-1] - (JEE 3.0) - Kinematics 1D - 14th May..pdf
 
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
一比一原版(UofT毕业证)多伦多大学毕业证成绩单如何办理
 
Harnessing WebAssembly for Real-time Stateless Streaming Pipelines
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesHarnessing WebAssembly for Real-time Stateless Streaming Pipelines
Harnessing WebAssembly for Real-time Stateless Streaming Pipelines
 
ACEP Magazine edition 4th launched on 05.06.2024
ACEP Magazine edition 4th launched on 05.06.2024ACEP Magazine edition 4th launched on 05.06.2024
ACEP Magazine edition 4th launched on 05.06.2024
 
Building Electrical System Design & Installation
Building Electrical System Design & InstallationBuilding Electrical System Design & Installation
Building Electrical System Design & Installation
 
Low power architecture of logic gates using adiabatic techniques
Low power architecture of logic gates using adiabatic techniquesLow power architecture of logic gates using adiabatic techniques
Low power architecture of logic gates using adiabatic techniques
 
bank management system in java and mysql report1.pdf
bank management system in java and mysql report1.pdfbank management system in java and mysql report1.pdf
bank management system in java and mysql report1.pdf
 
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
在线办理(ANU毕业证书)澳洲国立大学毕业证录取通知书一模一样
 
Fundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptxFundamentals of Electric Drives and its applications.pptx
Fundamentals of Electric Drives and its applications.pptx
 
Planning Of Procurement o different goods and services
Planning Of Procurement o different goods and servicesPlanning Of Procurement o different goods and services
Planning Of Procurement o different goods and services
 
PROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.ppt
PROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.pptPROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.ppt
PROJECT FORMAT FOR EVS AMITY UNIVERSITY GWALIOR.ppt
 
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
一比一原版(Otago毕业证)奥塔哥大学毕业证成绩单如何办理
 
Tutorial for 16S rRNA Gene Analysis with QIIME2.pdf
Tutorial for 16S rRNA Gene Analysis with QIIME2.pdfTutorial for 16S rRNA Gene Analysis with QIIME2.pdf
Tutorial for 16S rRNA Gene Analysis with QIIME2.pdf
 
A review on techniques and modelling methodologies used for checking electrom...
A review on techniques and modelling methodologies used for checking electrom...A review on techniques and modelling methodologies used for checking electrom...
A review on techniques and modelling methodologies used for checking electrom...
 
Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024Nuclear Power Economics and Structuring 2024
Nuclear Power Economics and Structuring 2024
 
01-GPON Fundamental fttx ftth basic .pptx
01-GPON Fundamental fttx ftth basic .pptx01-GPON Fundamental fttx ftth basic .pptx
01-GPON Fundamental fttx ftth basic .pptx
 
6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)6th International Conference on Machine Learning & Applications (CMLA 2024)
6th International Conference on Machine Learning & Applications (CMLA 2024)
 
Heap Sort (SS).ppt FOR ENGINEERING GRADUATES, BCA, MCA, MTECH, BSC STUDENTS
Heap Sort (SS).ppt FOR ENGINEERING GRADUATES, BCA, MCA, MTECH, BSC STUDENTSHeap Sort (SS).ppt FOR ENGINEERING GRADUATES, BCA, MCA, MTECH, BSC STUDENTS
Heap Sort (SS).ppt FOR ENGINEERING GRADUATES, BCA, MCA, MTECH, BSC STUDENTS
 

IOT-Based Medicine Reminder and Monitoring System for Safe Health

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 12 | Dec 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1279 IOT-Based Medicine Reminder and Monitoring System for Safe Health Khushboo Malvi1, Kruti Bhardwaj2, Prajwal Kokate3, Dolly Rahangdale4 Department of Information Technology, JD College of Engineering and Management Nagpur – 441501, DBATU Autonomous, Lonere, Maharashtra, India. (Professor Jolly Nikhade, Department of IT, JDCOEM, Nagpur, 441501) ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Despite the slower rate of IoT (InternetofThings) adoption in the healthcare sector compared to other industries, IoT in the area of medicine is destined to keep people safe and healthy with the main objective of lowering healthcare costs in the next years. Here, a smart healthcare system built on the Internet of Things is made available, complete with a smart medication box. Connectedsensorsand servers allow for continuous health monitoring. Patients may get consistent medical treatment and patientwithoutactually meeting in person because to this internet-connected smart medicine box link. The suggested medicine box helps the patient take the right dosage at the right time and includes instructions that will help the sufferer. Intoday'sworld, people often miss important dailydetailsduetotheirhecticschedules. Dementia, which causes forgetfulnessin dailyactivities, affects the elderly and those with chronic illnesses who must take their medications on time without skipping any. Taking into account the circumstance research that was conducted in this By reminding patients to take their medications on time, monitoring patients remotely, and updating their patient records with new medication information, which may be done by a prescriber online, home health care technologies arenow being utilized to improve this issue. Key Words: Healthcare, Medicine Box, Internet of Things, Remote Monitoring. 1. INTRODUCTION The degree to which a patient appropriately complies with medical guidance is known as medication adherence. Medication non adherence is defined as carelessness and delays in taking your medications, failing to follow your prescriptions, or even skipping doses due to cultural and racial influences. In addition, un-prescribed polypharmacy, prescription alterations, and taking many drugs are all examples of medical non-adherence. According to studies, medical adherence is just approximately 50% in wealthy nations. The situation is significantly worse in developing nations. Farmers traditionally find it difficult to choose which crop is most suited and financially advantageous to their soil, their circumstances, and their location because of the variability in soil types across thecountry,andasa result they frequently suffer losses. Because of 1) Forgetfulness in the case of elderlypatients,2) Inability to read and understand the prescription and the names on the medicines, and 3) Lack of resources and knowledge to use the various mobile-based medication reminder applications, the problem of medication non- adherence is critical in our country, particularly in the rural areas. Non-adherence to medication regimens can have a serious detrimental impact on the patient. It might result in negative consequences like health issues or even longer treatment times and greater costs. You may categories the solutions into hardware- and software-based approaches. The bulk of software-based solutions consist of several medication-reminder apps for various mobile platforms, which are inaccessible to elderly and illiterate rural Indians. The system that is suggested in this study is hardware-based. The pharmaceutical tablets and their schedule must be input into it by the doctor, the doctor's assistant, or another literate family member(hence referred to as the "caretaker"). The patient is then informed by the gadget at the appropriate moment. 1.1 Proposed Solution As a device-based answer to the aforementioned issue encountered by rural Indians, this project is put forth. Your medications are stored, along with a reminder of when to take them. The issue of memory loss and forgetfulnessin the elderly is addressed, and attempts have been made to make this gadget useable for those with disabilities. The patient is not assumed to have any medical literacy or understanding when designing this project. Itpresupposesthepresenceofa Caretaker who could configure thegadgetusingthepatient's basic interface. The parts that follow provide further information on how this Project operates. 2. LITERATURE SURVEY Iranpak et al [1] this study makes use of IoT device datasets that are connected to patients via wrist sensors. On an hourly basis, data from IoT devices is provided. As a result, 10,000 data points are received every hour and each sample is larger than 1 terabyte. A prioritizing approach is used in this study to priorities sensitive data in the Internet of Things, and LSTM deep neural networks areimplementedin cloud computing to relegate and monitor patients'
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 12 | Dec 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1280 conditions remotely, which may be regarded as the paper's most original component. The 5th-generation Internet is used to send sensor data from the IoT platform to the cloud. The LSTM (long short-term recall) deep neural network method is at the heart of cloud computing. Archip et al [2] the procedures taken to develop and construct a low-cost modular monitoring system prototype are described in the current work. This device, which was created utilizing low-power, specially designed sensor arrays for EKG, SpO2, temperature, and movement, intends to provide mobile assistance for quicker and better medical actions in emergency situations. These sensors' interfaces have been created using the IoT concept, where a central control unit exposes a RESTful-based Web interface that assures platform independenceandoffers a flexiblemeansof adding additional parts. P. S. Akram et al [3] IOT is essential for data collection, monitoring, data analysis, recording, storage, and presentation. In this research, we examine variables such GPS, body temperature, blood pressure, and pulse sensor, to monitor the patient's present location. The data is transferred to an Arduino Board, which serves as a CPU, where it is further processed. We transfer data over the internet for analysis using the WIFI module. This data has been evaluated and is kept for future use. When a serious situation is found, the results are instantly communicatedto the doctor. Lakmini P. Malasinghe et al [4] this paper offers a summary of current developments in both contact-based and contactless remote monitoring and healthcare. The writers talk about a few difficulties that are present in most systems along with the review. The report also offers several suggestions for further study. With the least amount of user disturbance, these programmes enable activities including sitting, standing, using the restroom, watching television, reading, and sleeping. Even if there are wearable sensors, their impact on the activities is minimal.Onesuchinstanceis sensor-based smart watches. Tanmay Patil et al [5] the project's goal was to develop a Remote Health Monitoring System that could be created using readily accessible local sensors in order to keep costs low if it were to be mass produced. There have been attempts to use the new technology in numerous sectors to enhance the quality of human existence as a result of technological advancement and sensor shrinking. The healthcare industry is one significant fieldofresearchwhere the technology has been adopted. Healthcare services are exceedingly expensive for the people who require them,and this is especially true in developing nations. Yedukondalu Udara et al [6] a low-cost, accessible health monitoring device for those living in distant areas without access to specialized medical care. This device is transportable. Low cost and simple to use even for those with little experience. In order to transfer the data to a distant server where doctors may view it, this concept was also created utilising IoT. 3. PROBLEM STATEMENT The majority of medical mistakes often involve medication errors and unfavorable drug responses. These unfavorable pharmacological side effects have an adverse influence on patient fatalities, medical costs, and harm to healthcare professionals' reputations.Thesearetypical reasonsofthese errors: 1. The patient takes medications irregularly as a result of their hectic lifestyle. 2. Complex scheduling for admission. 3. Lack of understanding about how to utilize medications properly. 4. A lack of doctor consultation. 5. A lack of procedures to monitor the state of the patient's intake. The doctor must also keep track of the patient's heart rate, blood pressure, and body temperature in an emergency. In cases of crises, the patient might not have the time because this requires time. Therefore, it is necessary to be aware of these aspects in advance. 4. PROPOSED WORK In this Projects only one specific drug will be kept in each of the box's numerous tiny compartments, which are all present. The device contains an LCD, a keypad for user interaction, and buzzers, vibrators, and LEDsfor notification purposes. Each medication's regimenforthepatientmust be programmed by the keeper into the Box. It follows. The patient is informed about the timetable and just needs to take the medication that is in the box that has a vibrating or light indicator. In addition to the medication's expiration date, it keeps details such how many tablets must be taken, how long the medication must be taken, and must be done. The schedule of each medicine for the patient needs to be programmed into the Box by the caretaker. It tracks the schedule, notifies the patient, and all the patient has to do is take the medicine kept in the box indicated by a light/vibrator. Apart from time of the medicine, it stores information like number of pills to be taken and for how many days the medicine is to be taken.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 12 | Dec 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1281 Parts of the Working are as follows: Step 1: After receiving the medication prescriptions, the caregiver arranges the medications into compartments(one kind in each) and establishes the medication regimensusing the device's LCD and Keypad. Step 2: After Step 1, the gadget has all the necessary information. A real-time clock is used to maintain track. The device alerts the user when it's time to take a medication. Step 3: Using an internal buzzer, the gadget alerts the user by creating a loud noise. Boththeassociatedvibrator(for the blind) and the indication light adjacent to the compartment holding the medication that has to be taken will turn on. As long as the compartment lid is closed, the light and vibrator won't activate (the gadget will presumethattheuseropened the container to take the medicine). Because it presupposes no prior information on the side of the patient, this approach is ideal for rural India. All that is needed is for the patient to take the medication when instructed to do so and the matching indicator (light or vibrator) is on. 5. METHODOLOGY The circuit includes a microcontroller, LCD,regulator,driver IC, RF transceiver, crystal oscillator, capacitors, and a transformer. It also includes blood pressure, heart rate, and temperature sensors. The microcontroller has 28 pins in total. The microcontroller has three inputs. They are the temperature, heart rate, and blood pressure sensors. The microprocessor PIC18F25K20 has a blood pressure sensor linked to pin 15, a heart rate sensor to pin 3, and a temperature sensor to pin 2. The LCD is attached to the microcontroller's output pins 22 through 26. TheDRIVERIC is attached to pins 11, 12, and 13. MAX 232 is coupledto pins 17 and 18. The output of the MAX232, which serves as a timer IC, is linked to the RF module. The RF module functions as a module for two-way communication.Thedata isdeliveredto the doctor's desk through the RF module. The regulator controls the voltage in the range of 0 to 5 volts. Fig-1: Block Diagram The microcontroller has a software that uses a system- integrated buzzer to remind the patient to take the prescribed medication on time. The amount of dosages the patient must take and when they are due will be shown on the LCD attached to the microcontroller. If the patient accidentally forgetstotaketherecommended medication,an alert will sound. If the patient still forgets to take the medication, the patient can review all missed alarms at a later time. The different modes are explained below: Home: Real Time Clock (RTC) is shownontheLCDscreenby default, and the microcontroller is in its Low Power Mode with interrupts enabled. When an interrupt occurs, it quits low power mode, performs the requested function,andthen enters low power mode again. The alarm notification function is an internal hardware interrupt, while the other interruptions are produced by actions likepushingkeysona 4X4 Keypad or opening pill boxes. Set an alarm: Pressing a certain key on the keypad initiates the interrupt for "Set an Alarm." The device calls the "Set Alarm" function after waking up from lowpowermode,runs it, and then returns to low power mode. List Alarms: A keypad button labelled "List Alarm()" can be clicked to examine the list of alarms that have been fed into the device. Using the buttons on the Keypad, you may traverse the list of alarms that is displayed. Additionally, the user has the choice to use the Delete button to remove any specific alert.
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 12 | Dec 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1282 Notification: An interrupt for notifications is started when the timing of an alarm matches the real-time clock of the MCU. Box buzzer, the LED and Vibrator of the respective compartment, as well as the main LED, switch on as soon as the Notification interrupt is triggered. Fig-2: Flowchart of Notification List Missed Alarms: If the user fails to take the prescribed medication within the allotted one-hour window, Medicine reminder thinks that the user is not responding and adds that alert to the "List of Missed Alarms." Trigger the interrupt corresponding to "Stack Alarm ()" to see the "List of Missed Alarms". With the help of the buttons on the keypad, you may traverse the list of missed alarms that is shown. The Patient/Caregiver can utilize this to learn about missed medicine and call their doctor for advice on how to go forward. Then, they may use the Delete option to remove that specific alert from this list. 6. REQUIREMENTS IOT: The network of physical items, or "things," that are implanted with sensors, software,andothertechnologies for the purpose of communicating and exchanging data with other devices and systems throughtheinternetisreferredto as the Internet of Things (IoT). The use of IoT in the healthcare sector has made it possible for doctorstokeepan eye on patients' ailments in real-time, allowingthemtohead off emergency scenarios like heart failure, diabetes, asthma attacks, cardiac arrest, etc. Temperature Sensor: Accurate non-contact temperature measurement in medical applications is made possible by infrared (IR) temperature sensors. The most typical usesfor this kind of temperature sensor are for monitoring skin, forehead, or ear temperatures. PIC Micro-controller: The purpose of PIC microcontrollers in embedded system design is to provide easy programming and interfacing. Although Microchip did release several 16- bit and 32-bit PIC microcontrollers, the majority of PIC microcontrollers that are available are 8-bit microcontrollers.Thesmallestmicrocontrollersavailable are PIC devices, which may be programmed to do a wide variety of activities. Numerous electronic products, including phones, embedded systems, computer control systems, alarm systems, etc., contain these microcontrollers. GSM Module: For wireless radiation monitoring through Short Messaging Service, a customized Global System for Mobile Communication (GSM) module iscreated(SMS). This module can provide text messages as serial data to host servers from radiation monitoring devices like survey meters and area monitors. LCD Display: Liquid crystal display is referred to as LCD. It is a particular type of electronic display module used in a wide array of circuits and devices, including mobile phones, calculators, computers, TVs, and other electronics. These displays are mostly favored for seven segments and multi- segment light-emitting diodes. The primary advantages of adopting this module are its low cost, ease of programming, animations, and ability to show bespoke characters, unique animations, etc. 7. CONCLUSION The pill box would be trustworthy, of great quality, and appropriate for cases and elderly people as a result. The system would work and be high caliber. In light of the other items included in the request, the pricewould be reasonable. The number of dosage to take each time is up to the patient. The alarm will go off when it needs to. The programming language being utilized is easy to learn and flexible. REFERENCES [1] Iranpak, S., Shakeri, H., and Shahbahrami, A. Utilizing cloud computing and the internet of things platform, remote patient monitoring and classification.120Jlarge data (2021). https://doi.org/10.1186/s40537-021- 00507-w
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 12 | Dec 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 1283 [2] "An IoT based system for remote patient monitoring," 2016 17th International Carpathian Control Conference (ICCC), 2016, pp. 1-6, doi: 10.1109/CarpathianCC.2016.7501056; A. Archip, N. Botezatu, E. Erban, P. -C. Herghelegiu, and A. Zală [3] P. S. Akram, M. Ramesha, S. A. S. Valiveti, S. Sohail, and K. T. S. S. Rao, "IoT based Remote Patient Health Monitoring system", 2021 7th International Conference on Advanced Computing and Communication Systems (ICACCS), pp. 1519–1524, doi: 10.1109/ICACCS51430.2021.9441874. [4] Malasinghe, L.P., Ramzan, N. & Dahal, K. Remote patient monitoring: a comprehensive study. J Ambient Intell Human Comput 10, 57–76 (2019). https://doi.org/10.1007/s12652-017-0598-x [5] Tanmay Patil1, Tanish Meshram, Ankit Rai, Manav Dadwal, Prof. N. Narkhede, Remote Patient Health Monitoring System IC Value: 45.98; SJ Impact Factor: 7.538; ISSN: 2321-9653May 2022forVolume10IssueV [6] Yedukondalu Udara, Srinivasarao Udara, Harish H M, and Hadimani H C, "HEALTH MONITORING SYSTEM USING IOT," International Journal of Engineering and Manufacturing Science, volume 8, number 1, (2018),pp. 177–182.