SlideShare a Scribd company logo
1 of 1
An Ingestible Sensor for Measuring Medication Adherence
Abstract:
In this paper, we describe the design and performance of the first
integrated-circuit microsensor developed for daily ingestion by patients.
The ingestible sensor is a device that allows patients, families, and
physicians to measure medication ingestion and adherence patterns in real
time, relate pharmaceutical compliance to important physiologic metrics,
and take appropriate action in response to a patient's adherence pattern
and specific health metrics. The design and theory of operation of the
device are presented, along with key in-vitro and in-vivo performance
results. The chemical, toxicological, mechanical, and electrical safety tests
performed to establish the device's safety profile are described in detail.
Finally, aggregate results from multiple clinical trials involving 412
patients and 5656 days of system usage are presented to demonstrate the
device's reliability and performance as part of an overall digital health
feedback system.

More Related Content

What's hot

Health information
Health informationHealth information
Health informationYuePhengYang
 
Paradigmshift in precision medicine
Paradigmshift in precision medicineParadigmshift in precision medicine
Paradigmshift in precision medicineAlex Beer
 
Identifying health and productivity constraints by using Veterinary Herd Heal...
Identifying health and productivity constraints by using Veterinary Herd Heal...Identifying health and productivity constraints by using Veterinary Herd Heal...
Identifying health and productivity constraints by using Veterinary Herd Heal...ILRI
 
Health Informatics Seminar Summary
Health Informatics Seminar SummaryHealth Informatics Seminar Summary
Health Informatics Seminar Summaryjetweedy
 
Predictive Analytics in Healthcare
Predictive Analytics in HealthcarePredictive Analytics in Healthcare
Predictive Analytics in HealthcareICFAIEDGE
 
Technology Trends in Healthcare and How They Willl Affect Your Business
Technology Trends in Healthcare and How They Willl Affect Your BusinessTechnology Trends in Healthcare and How They Willl Affect Your Business
Technology Trends in Healthcare and How They Willl Affect Your BusinesseFax
 
FDA Guidance and Clinical Trials
FDA Guidance and Clinical TrialsFDA Guidance and Clinical Trials
FDA Guidance and Clinical TrialsAG Mednet
 
Integrative Medicine As Therapeutic Delivery of Drugs Using MEMS.
Integrative Medicine As Therapeutic Delivery of Drugs Using MEMS.Integrative Medicine As Therapeutic Delivery of Drugs Using MEMS.
Integrative Medicine As Therapeutic Delivery of Drugs Using MEMS.Basanta Paudyal
 
Why should Doctors Start E-prescribing Now?
Why should Doctors Start E-prescribing Now?Why should Doctors Start E-prescribing Now?
Why should Doctors Start E-prescribing Now?John Carter
 
Electronic Medical Records - Paperless to Big Data Initiative
Electronic Medical Records - Paperless to Big Data InitiativeElectronic Medical Records - Paperless to Big Data Initiative
Electronic Medical Records - Paperless to Big Data InitiativeData Science Thailand
 
Precision Oncology adoption: The future is now
Precision Oncology adoption: The future is nowPrecision Oncology adoption: The future is now
Precision Oncology adoption: The future is nowaccenture
 
Introduction to Medical Technology
Introduction to Medical Technology Introduction to Medical Technology
Introduction to Medical Technology ChelseaAndreaMCaones
 
Poster Peg And Sirisha Final
Poster   Peg And Sirisha FinalPoster   Peg And Sirisha Final
Poster Peg And Sirisha Finalpegscheible
 
Data Science in Drug Discovery
Data Science in Drug DiscoveryData Science in Drug Discovery
Data Science in Drug DiscoveryWrangleConf
 
Getting Right with The Joint Commission's Communication Goal
Getting Right with The Joint Commission's Communication GoalGetting Right with The Joint Commission's Communication Goal
Getting Right with The Joint Commission's Communication GoalSpok
 
Medical Laboratory Scientist
Medical Laboratory ScientistMedical Laboratory Scientist
Medical Laboratory ScientistSheena 17
 
Home Telehealth for COPD Patients in Spain - ATA conference Austin ePoster (A...
Home Telehealth for COPD Patients in Spain - ATA conference Austin ePoster (A...Home Telehealth for COPD Patients in Spain - ATA conference Austin ePoster (A...
Home Telehealth for COPD Patients in Spain - ATA conference Austin ePoster (A...Ofer Atzmon
 
Biomedical engineering presentation
Biomedical engineering presentationBiomedical engineering presentation
Biomedical engineering presentationcjaymarshall
 
Real Time Location Systems in Healthcare
Real Time Location Systems in HealthcareReal Time Location Systems in Healthcare
Real Time Location Systems in Healthcarejetweedy
 

What's hot (20)

Health information
Health informationHealth information
Health information
 
Paradigmshift in precision medicine
Paradigmshift in precision medicineParadigmshift in precision medicine
Paradigmshift in precision medicine
 
Identifying health and productivity constraints by using Veterinary Herd Heal...
Identifying health and productivity constraints by using Veterinary Herd Heal...Identifying health and productivity constraints by using Veterinary Herd Heal...
Identifying health and productivity constraints by using Veterinary Herd Heal...
 
Health Informatics Seminar Summary
Health Informatics Seminar SummaryHealth Informatics Seminar Summary
Health Informatics Seminar Summary
 
Predictive Analytics in Healthcare
Predictive Analytics in HealthcarePredictive Analytics in Healthcare
Predictive Analytics in Healthcare
 
Technology Trends in Healthcare and How They Willl Affect Your Business
Technology Trends in Healthcare and How They Willl Affect Your BusinessTechnology Trends in Healthcare and How They Willl Affect Your Business
Technology Trends in Healthcare and How They Willl Affect Your Business
 
FDA Guidance and Clinical Trials
FDA Guidance and Clinical TrialsFDA Guidance and Clinical Trials
FDA Guidance and Clinical Trials
 
Integrative Medicine As Therapeutic Delivery of Drugs Using MEMS.
Integrative Medicine As Therapeutic Delivery of Drugs Using MEMS.Integrative Medicine As Therapeutic Delivery of Drugs Using MEMS.
Integrative Medicine As Therapeutic Delivery of Drugs Using MEMS.
 
An alarming problem
An alarming problemAn alarming problem
An alarming problem
 
Why should Doctors Start E-prescribing Now?
Why should Doctors Start E-prescribing Now?Why should Doctors Start E-prescribing Now?
Why should Doctors Start E-prescribing Now?
 
Electronic Medical Records - Paperless to Big Data Initiative
Electronic Medical Records - Paperless to Big Data InitiativeElectronic Medical Records - Paperless to Big Data Initiative
Electronic Medical Records - Paperless to Big Data Initiative
 
Precision Oncology adoption: The future is now
Precision Oncology adoption: The future is nowPrecision Oncology adoption: The future is now
Precision Oncology adoption: The future is now
 
Introduction to Medical Technology
Introduction to Medical Technology Introduction to Medical Technology
Introduction to Medical Technology
 
Poster Peg And Sirisha Final
Poster   Peg And Sirisha FinalPoster   Peg And Sirisha Final
Poster Peg And Sirisha Final
 
Data Science in Drug Discovery
Data Science in Drug DiscoveryData Science in Drug Discovery
Data Science in Drug Discovery
 
Getting Right with The Joint Commission's Communication Goal
Getting Right with The Joint Commission's Communication GoalGetting Right with The Joint Commission's Communication Goal
Getting Right with The Joint Commission's Communication Goal
 
Medical Laboratory Scientist
Medical Laboratory ScientistMedical Laboratory Scientist
Medical Laboratory Scientist
 
Home Telehealth for COPD Patients in Spain - ATA conference Austin ePoster (A...
Home Telehealth for COPD Patients in Spain - ATA conference Austin ePoster (A...Home Telehealth for COPD Patients in Spain - ATA conference Austin ePoster (A...
Home Telehealth for COPD Patients in Spain - ATA conference Austin ePoster (A...
 
Biomedical engineering presentation
Biomedical engineering presentationBiomedical engineering presentation
Biomedical engineering presentation
 
Real Time Location Systems in Healthcare
Real Time Location Systems in HealthcareReal Time Location Systems in Healthcare
Real Time Location Systems in Healthcare
 

Viewers also liked

2ada1 141026215456-conversion-gate02
2ada1 141026215456-conversion-gate022ada1 141026215456-conversion-gate02
2ada1 141026215456-conversion-gate02Bnja Andrade
 
15213768 - Ekonomi Koperasi 12 BAB
15213768 - Ekonomi Koperasi 12 BAB15213768 - Ekonomi Koperasi 12 BAB
15213768 - Ekonomi Koperasi 12 BABRisky Saputra
 
La violencia de género
La violencia de géneroLa violencia de género
La violencia de géneroialvarez18
 
Aula03 contribuição da-psicanálise_à_educação-01-09-2014
Aula03 contribuição da-psicanálise_à_educação-01-09-2014Aula03 contribuição da-psicanálise_à_educação-01-09-2014
Aula03 contribuição da-psicanálise_à_educação-01-09-2014Elisa Maria Gomide
 
DevOps I - Ambientes padronizados e Monitoramento da Aplicação | Monografia I
DevOps I - Ambientes padronizados e Monitoramento da Aplicação | Monografia IDevOps I - Ambientes padronizados e Monitoramento da Aplicação | Monografia I
DevOps I - Ambientes padronizados e Monitoramento da Aplicação | Monografia IAlefe Variani
 
Business model presentation
Business model presentationBusiness model presentation
Business model presentationMaria Kyamulabye
 

Viewers also liked (6)

2ada1 141026215456-conversion-gate02
2ada1 141026215456-conversion-gate022ada1 141026215456-conversion-gate02
2ada1 141026215456-conversion-gate02
 
15213768 - Ekonomi Koperasi 12 BAB
15213768 - Ekonomi Koperasi 12 BAB15213768 - Ekonomi Koperasi 12 BAB
15213768 - Ekonomi Koperasi 12 BAB
 
La violencia de género
La violencia de géneroLa violencia de género
La violencia de género
 
Aula03 contribuição da-psicanálise_à_educação-01-09-2014
Aula03 contribuição da-psicanálise_à_educação-01-09-2014Aula03 contribuição da-psicanálise_à_educação-01-09-2014
Aula03 contribuição da-psicanálise_à_educação-01-09-2014
 
DevOps I - Ambientes padronizados e Monitoramento da Aplicação | Monografia I
DevOps I - Ambientes padronizados e Monitoramento da Aplicação | Monografia IDevOps I - Ambientes padronizados e Monitoramento da Aplicação | Monografia I
DevOps I - Ambientes padronizados e Monitoramento da Aplicação | Monografia I
 
Business model presentation
Business model presentationBusiness model presentation
Business model presentation
 

Similar to An ingestible sensor for measuring medication adherence

Comparative Effectiveness
Comparative EffectivenessComparative Effectiveness
Comparative EffectivenessBhumika Sharma
 
Post Marketing Surveillance and Case Study
Post Marketing Surveillance and Case StudyPost Marketing Surveillance and Case Study
Post Marketing Surveillance and Case StudyMuhammadNafees42
 
INTELLIGENT MEDI-BOX: A REVIEW
INTELLIGENT MEDI-BOX: A REVIEWINTELLIGENT MEDI-BOX: A REVIEW
INTELLIGENT MEDI-BOX: A REVIEWIRJET Journal
 
RECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORSRECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORSjibinknm
 
RECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORS RECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORS jibinknm
 
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
 
Medical devices introduction
Medical devices introductionMedical devices introduction
Medical devices introductionSigma
 
ecoa clinical trials.pdf
ecoa clinical trials.pdfecoa clinical trials.pdf
ecoa clinical trials.pdfprocth2
 
The Increasing Importance of Patient Reported Outcomes and the Patient Voice ...
The Increasing Importance of Patient Reported Outcomes and the Patient Voice ...The Increasing Importance of Patient Reported Outcomes and the Patient Voice ...
The Increasing Importance of Patient Reported Outcomes and the Patient Voice ...Covance
 
MIT Biomedical Devices and Clinical Pharmacology & Therapeutics
MIT Biomedical Devices and Clinical Pharmacology & TherapeuticsMIT Biomedical Devices and Clinical Pharmacology & Therapeutics
MIT Biomedical Devices and Clinical Pharmacology & TherapeuticsOscar1Miranda2
 
MIT Biomedical Devices and Clinical Pharmacology & Therapeutics
MIT Biomedical Devices and Clinical Pharmacology & TherapeuticsMIT Biomedical Devices and Clinical Pharmacology & Therapeutics
MIT Biomedical Devices and Clinical Pharmacology & TherapeuticsOscar1Miranda2
 
IoT Based Intelligent Medicine Box with Assistance
IoT Based Intelligent Medicine Box with AssistanceIoT Based Intelligent Medicine Box with Assistance
IoT Based Intelligent Medicine Box with AssistanceIRJET Journal
 
M health an emerging trend an empirical study
M health an emerging trend an empirical studyM health an emerging trend an empirical study
M health an emerging trend an empirical studycsandit
 
BIOMEDICAL ENGINEERING - FINAL (2) (3).pdf
BIOMEDICAL ENGINEERING - FINAL (2) (3).pdfBIOMEDICAL ENGINEERING - FINAL (2) (3).pdf
BIOMEDICAL ENGINEERING - FINAL (2) (3).pdfsamikshaUkey
 
Digital health in diabetes: a global perspective
Digital health in diabetes: a global perspectiveDigital health in diabetes: a global perspective
Digital health in diabetes: a global perspectiveYoon Sup Choi
 
Transforming Healthcare with Online Health Monitoring Systems
Transforming Healthcare with Online Health Monitoring SystemsTransforming Healthcare with Online Health Monitoring Systems
Transforming Healthcare with Online Health Monitoring SystemsIRJET Journal
 
PNS Overview_General
PNS Overview_GeneralPNS Overview_General
PNS Overview_GeneralJerry Hudson
 

Similar to An ingestible sensor for measuring medication adherence (20)

Comparative Effectiveness
Comparative EffectivenessComparative Effectiveness
Comparative Effectiveness
 
Post Marketing Surveillance and Case Study
Post Marketing Surveillance and Case StudyPost Marketing Surveillance and Case Study
Post Marketing Surveillance and Case Study
 
INTELLIGENT MEDI-BOX: A REVIEW
INTELLIGENT MEDI-BOX: A REVIEWINTELLIGENT MEDI-BOX: A REVIEW
INTELLIGENT MEDI-BOX: A REVIEW
 
RECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORSRECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORS
 
RECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORS RECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORS
 
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...
 
Medical devices introduction
Medical devices introductionMedical devices introduction
Medical devices introduction
 
ecoa clinical trials.pdf
ecoa clinical trials.pdfecoa clinical trials.pdf
ecoa clinical trials.pdf
 
The Increasing Importance of Patient Reported Outcomes and the Patient Voice ...
The Increasing Importance of Patient Reported Outcomes and the Patient Voice ...The Increasing Importance of Patient Reported Outcomes and the Patient Voice ...
The Increasing Importance of Patient Reported Outcomes and the Patient Voice ...
 
MIT Biomedical Devices and Clinical Pharmacology & Therapeutics
MIT Biomedical Devices and Clinical Pharmacology & TherapeuticsMIT Biomedical Devices and Clinical Pharmacology & Therapeutics
MIT Biomedical Devices and Clinical Pharmacology & Therapeutics
 
MIT Biomedical Devices and Clinical Pharmacology & Therapeutics
MIT Biomedical Devices and Clinical Pharmacology & TherapeuticsMIT Biomedical Devices and Clinical Pharmacology & Therapeutics
MIT Biomedical Devices and Clinical Pharmacology & Therapeutics
 
IoT Based Intelligent Medicine Box with Assistance
IoT Based Intelligent Medicine Box with AssistanceIoT Based Intelligent Medicine Box with Assistance
IoT Based Intelligent Medicine Box with Assistance
 
eHealth 50
eHealth 50eHealth 50
eHealth 50
 
M health an emerging trend an empirical study
M health an emerging trend an empirical studyM health an emerging trend an empirical study
M health an emerging trend an empirical study
 
BIOMEDICAL ENGINEERING - FINAL (2) (3).pdf
BIOMEDICAL ENGINEERING - FINAL (2) (3).pdfBIOMEDICAL ENGINEERING - FINAL (2) (3).pdf
BIOMEDICAL ENGINEERING - FINAL (2) (3).pdf
 
Digital health in diabetes: a global perspective
Digital health in diabetes: a global perspectiveDigital health in diabetes: a global perspective
Digital health in diabetes: a global perspective
 
M-MARK overview
M-MARK overviewM-MARK overview
M-MARK overview
 
Transforming Healthcare with Online Health Monitoring Systems
Transforming Healthcare with Online Health Monitoring SystemsTransforming Healthcare with Online Health Monitoring Systems
Transforming Healthcare with Online Health Monitoring Systems
 
2
22
2
 
PNS Overview_General
PNS Overview_GeneralPNS Overview_General
PNS Overview_General
 

More from ieeeprojectsbangalore

An approach to sensor network throughput enhancement by phy aided mac
An approach to sensor network throughput enhancement by phy aided macAn approach to sensor network throughput enhancement by phy aided mac
An approach to sensor network throughput enhancement by phy aided macieeeprojectsbangalore
 
A time efficient approach for detecting errors in big sensor data on cloud
A time efficient approach for detecting errors in big sensor data on cloudA time efficient approach for detecting errors in big sensor data on cloud
A time efficient approach for detecting errors in big sensor data on cloudieeeprojectsbangalore
 
A survey of distributed data aggregation algorithms
A survey of distributed data aggregation algorithmsA survey of distributed data aggregation algorithms
A survey of distributed data aggregation algorithmsieeeprojectsbangalore
 
A cloud based approach to spectrum monitoring
A cloud based approach to spectrum monitoringA cloud based approach to spectrum monitoring
A cloud based approach to spectrum monitoringieeeprojectsbangalore
 
Design of a miniaturized wireless blood pressure sensing interface using capa...
Design of a miniaturized wireless blood pressure sensing interface using capa...Design of a miniaturized wireless blood pressure sensing interface using capa...
Design of a miniaturized wireless blood pressure sensing interface using capa...ieeeprojectsbangalore
 
Design and implementation of dynamic mobile sensor network platform
Design and implementation of dynamic mobile sensor network platformDesign and implementation of dynamic mobile sensor network platform
Design and implementation of dynamic mobile sensor network platformieeeprojectsbangalore
 
Decentralized eigenvalue algorithms for distributed signal detection in wirel...
Decentralized eigenvalue algorithms for distributed signal detection in wirel...Decentralized eigenvalue algorithms for distributed signal detection in wirel...
Decentralized eigenvalue algorithms for distributed signal detection in wirel...ieeeprojectsbangalore
 
Debugging the internet of things the case of wireless sensor networks
Debugging the internet of things the case of wireless sensor networksDebugging the internet of things the case of wireless sensor networks
Debugging the internet of things the case of wireless sensor networksieeeprojectsbangalore
 
Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...
Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...
Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...ieeeprojectsbangalore
 
Current status of the ieee 1451 standard based sensor applications
Current status of the ieee 1451 standard based sensor applicationsCurrent status of the ieee 1451 standard based sensor applications
Current status of the ieee 1451 standard based sensor applicationsieeeprojectsbangalore
 
Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...ieeeprojectsbangalore
 
Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...ieeeprojectsbangalore
 
Correction to “damaging open phase overvoltage disturbance on a shunt-compens...
Correction to “damaging open phase overvoltage disturbance on a shunt-compens...Correction to “damaging open phase overvoltage disturbance on a shunt-compens...
Correction to “damaging open phase overvoltage disturbance on a shunt-compens...ieeeprojectsbangalore
 
Cooperative localization in ws ns using gaussian mixture modeling distributed...
Cooperative localization in ws ns using gaussian mixture modeling distributed...Cooperative localization in ws ns using gaussian mixture modeling distributed...
Cooperative localization in ws ns using gaussian mixture modeling distributed...ieeeprojectsbangalore
 
Convergence of desynchronization primitives in wireless sensor networks a sto...
Convergence of desynchronization primitives in wireless sensor networks a sto...Convergence of desynchronization primitives in wireless sensor networks a sto...
Convergence of desynchronization primitives in wireless sensor networks a sto...ieeeprojectsbangalore
 
Context aware data processing to enhance quality of measurements in wireless ...
Context aware data processing to enhance quality of measurements in wireless ...Context aware data processing to enhance quality of measurements in wireless ...
Context aware data processing to enhance quality of measurements in wireless ...ieeeprojectsbangalore
 
Consensus based multiple-model bayesian filtering for distributed tracking
Consensus based multiple-model bayesian filtering for distributed trackingConsensus based multiple-model bayesian filtering for distributed tracking
Consensus based multiple-model bayesian filtering for distributed trackingieeeprojectsbangalore
 
Connectivity of cognitive device to-device communications underlying cellular...
Connectivity of cognitive device to-device communications underlying cellular...Connectivity of cognitive device to-device communications underlying cellular...
Connectivity of cognitive device to-device communications underlying cellular...ieeeprojectsbangalore
 
Concept and model of a metamaterial based passive wireless temperature sensor...
Concept and model of a metamaterial based passive wireless temperature sensor...Concept and model of a metamaterial based passive wireless temperature sensor...
Concept and model of a metamaterial based passive wireless temperature sensor...ieeeprojectsbangalore
 

More from ieeeprojectsbangalore (20)

An approach to sensor network throughput enhancement by phy aided mac
An approach to sensor network throughput enhancement by phy aided macAn approach to sensor network throughput enhancement by phy aided mac
An approach to sensor network throughput enhancement by phy aided mac
 
A time efficient approach for detecting errors in big sensor data on cloud
A time efficient approach for detecting errors in big sensor data on cloudA time efficient approach for detecting errors in big sensor data on cloud
A time efficient approach for detecting errors in big sensor data on cloud
 
A survey of distributed data aggregation algorithms
A survey of distributed data aggregation algorithmsA survey of distributed data aggregation algorithms
A survey of distributed data aggregation algorithms
 
A cloud based approach to spectrum monitoring
A cloud based approach to spectrum monitoringA cloud based approach to spectrum monitoring
A cloud based approach to spectrum monitoring
 
1 news
1 news1 news
1 news
 
Design of a miniaturized wireless blood pressure sensing interface using capa...
Design of a miniaturized wireless blood pressure sensing interface using capa...Design of a miniaturized wireless blood pressure sensing interface using capa...
Design of a miniaturized wireless blood pressure sensing interface using capa...
 
Design and implementation of dynamic mobile sensor network platform
Design and implementation of dynamic mobile sensor network platformDesign and implementation of dynamic mobile sensor network platform
Design and implementation of dynamic mobile sensor network platform
 
Decentralized eigenvalue algorithms for distributed signal detection in wirel...
Decentralized eigenvalue algorithms for distributed signal detection in wirel...Decentralized eigenvalue algorithms for distributed signal detection in wirel...
Decentralized eigenvalue algorithms for distributed signal detection in wirel...
 
Debugging the internet of things the case of wireless sensor networks
Debugging the internet of things the case of wireless sensor networksDebugging the internet of things the case of wireless sensor networks
Debugging the internet of things the case of wireless sensor networks
 
Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...
Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...
Damaging open phase overvoltage disturbance on a shunt-compensated 500-k v li...
 
Current status of the ieee 1451 standard based sensor applications
Current status of the ieee 1451 standard based sensor applicationsCurrent status of the ieee 1451 standard based sensor applications
Current status of the ieee 1451 standard based sensor applications
 
Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...
 
Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...Cross layer design of distributed sensing-estimation with quality feedback— p...
Cross layer design of distributed sensing-estimation with quality feedback— p...
 
Correction to “damaging open phase overvoltage disturbance on a shunt-compens...
Correction to “damaging open phase overvoltage disturbance on a shunt-compens...Correction to “damaging open phase overvoltage disturbance on a shunt-compens...
Correction to “damaging open phase overvoltage disturbance on a shunt-compens...
 
Cooperative localization in ws ns using gaussian mixture modeling distributed...
Cooperative localization in ws ns using gaussian mixture modeling distributed...Cooperative localization in ws ns using gaussian mixture modeling distributed...
Cooperative localization in ws ns using gaussian mixture modeling distributed...
 
Convergence of desynchronization primitives in wireless sensor networks a sto...
Convergence of desynchronization primitives in wireless sensor networks a sto...Convergence of desynchronization primitives in wireless sensor networks a sto...
Convergence of desynchronization primitives in wireless sensor networks a sto...
 
Context aware data processing to enhance quality of measurements in wireless ...
Context aware data processing to enhance quality of measurements in wireless ...Context aware data processing to enhance quality of measurements in wireless ...
Context aware data processing to enhance quality of measurements in wireless ...
 
Consensus based multiple-model bayesian filtering for distributed tracking
Consensus based multiple-model bayesian filtering for distributed trackingConsensus based multiple-model bayesian filtering for distributed tracking
Consensus based multiple-model bayesian filtering for distributed tracking
 
Connectivity of cognitive device to-device communications underlying cellular...
Connectivity of cognitive device to-device communications underlying cellular...Connectivity of cognitive device to-device communications underlying cellular...
Connectivity of cognitive device to-device communications underlying cellular...
 
Concept and model of a metamaterial based passive wireless temperature sensor...
Concept and model of a metamaterial based passive wireless temperature sensor...Concept and model of a metamaterial based passive wireless temperature sensor...
Concept and model of a metamaterial based passive wireless temperature sensor...
 

An ingestible sensor for measuring medication adherence

  • 1. An Ingestible Sensor for Measuring Medication Adherence Abstract: In this paper, we describe the design and performance of the first integrated-circuit microsensor developed for daily ingestion by patients. The ingestible sensor is a device that allows patients, families, and physicians to measure medication ingestion and adherence patterns in real time, relate pharmaceutical compliance to important physiologic metrics, and take appropriate action in response to a patient's adherence pattern and specific health metrics. The design and theory of operation of the device are presented, along with key in-vitro and in-vivo performance results. The chemical, toxicological, mechanical, and electrical safety tests performed to establish the device's safety profile are described in detail. Finally, aggregate results from multiple clinical trials involving 412 patients and 5656 days of system usage are presented to demonstrate the device's reliability and performance as part of an overall digital health feedback system.