Health and Fitness App Use, Evaluation and Opportunitiesctorgan
This tutorial presentation was given by invitation at the annual meeting of the American College of Sports Medicine and World Congress on Exercise is Medicine. We welcome comments, questions, and ideas regarding this fast moving area.
A short market review and summary on how the pharmaceutical and healthcare sector can use the mobile platform as their new channel of communication towards their target groups: physicians, patients, hospitals, pharmacies, etc
Final presentation of theoretical Alzheimer's medication adherence system, designed at Tufts University by Conor Ward, Emily Eickhoff, Alex Pugnali, Chris Shultz, and Rachel Terveer.
Many people looking forward to monitor their own health with help of some gadgets like Smartphones. Mobile application preferred as simple and easy way to monitor health care activities. Few many think it doesn’t need mobile app for such purpose, since other healthcare providers who think differently.
How to Determine if Your Mobile App is a Medical Device?EMMAIntl
Where do you feel you have the best digital user experience? A web or a mobile app? I have been a web developer for almost four years, but still, I prefer the Amazon app to order gadgets instead of the Amazon web application. Mobile devices and applications themselves are very handy because they easily fit in our pockets, their UIs show the most significant data with minimal clutter, and most importantly, they provide the same services and results as provided by web applications....
Health and Fitness App Use, Evaluation and Opportunitiesctorgan
This tutorial presentation was given by invitation at the annual meeting of the American College of Sports Medicine and World Congress on Exercise is Medicine. We welcome comments, questions, and ideas regarding this fast moving area.
A short market review and summary on how the pharmaceutical and healthcare sector can use the mobile platform as their new channel of communication towards their target groups: physicians, patients, hospitals, pharmacies, etc
Final presentation of theoretical Alzheimer's medication adherence system, designed at Tufts University by Conor Ward, Emily Eickhoff, Alex Pugnali, Chris Shultz, and Rachel Terveer.
Many people looking forward to monitor their own health with help of some gadgets like Smartphones. Mobile application preferred as simple and easy way to monitor health care activities. Few many think it doesn’t need mobile app for such purpose, since other healthcare providers who think differently.
How to Determine if Your Mobile App is a Medical Device?EMMAIntl
Where do you feel you have the best digital user experience? A web or a mobile app? I have been a web developer for almost four years, but still, I prefer the Amazon app to order gadgets instead of the Amazon web application. Mobile devices and applications themselves are very handy because they easily fit in our pockets, their UIs show the most significant data with minimal clutter, and most importantly, they provide the same services and results as provided by web applications....
Mobile Health Application Framework for an Ideal User Experience: A User-Cent...CrimsonpublishersTTEH
rom the literature, it is evident that clinicians would use a mobile application only if they are motivated to do so, and lack of clinical and end-user engagement is one of the most common barriers affecting broader mobile health (mHealth) app adoption.This research aims to answer two questions related to mHealth apps in hospitals:A. How to provide the best user-experience for clinicians in daily routine bases andB. How to create a clinician-centric framework for wider mHealth apps adoption in hospitals?We propose a 6S framework focused on clinician-as-a-user, by analysing current mobile apps available for clinicians in hospitals with some level of clinical decision support. Based on the analysis and market review, we found that the best number of main screens required for a successful healthcare app is six. Finally, the app design/framework was evaluated for user engagement, ease of use and adoption by a broader user group consisting of researchers, clinicians and Health IT engineers
Once the testing process is completed, a telemedicine app is deployed to the app store. There are many factors that are required to be checked while publishing an app especially when it belongs to the healthcare industry. These factors should be taken care of stringently.
To know more visit- https://www.sparxitsolutions.com/blog/telemedicine-app/
It is a complete solution for the Healthcare industry bringing all the roles viz; Patient, Doctors, Pathology labs, Medical Stores/Suppliers, Ambulances in one single platform. There is one app for each of these roles. The platform is developed keeping security and scalability in mind.
Capstone Project For Digital Start-up이라는 수업을 들으며 직접 비즈니스 모델을 구축하는 팀프로젝트를 진행하고 있습니다. Dietagram이라는 스마트헬스 애플리케이션을 직접 기획하고, 잠재 고객들에게 설문조사를 시행하고 그 결과를 분석하였습니다. 현재는 Vensim이라는 시뮬레이션 소프트웨어를 사용하여 모델링을 하는 단계에 있습니다. 이에 따라 전자공학을 전공하는 다른 팀원이 프로토타입을 제작하고 있는 중입니다.
Discover the mobile healthcare definition, features, benefits and On demand healthcare services. How M-health can help Doctors scale up and improvise their services? Have a look.
With new Apples New Updates and launches at Event on Sep 9 2015. An Application called Health, which makes company’s direction towards gathering and organizing your health data.
A Few Useful Apps For Emergency Doctorspriya arrora
As physicians in all parts of a hospital, including the emergency department, rely mainly on digital tools, more mobile apps for a variety of treatment options are there in the market.
The invasion of mobile medical apps: A 5-Year OutlookNealda Yusof
Digital health is a fast-growing space and will shape medical technology innovation of the future. This is an overview about the trends in mobile medical apps today and in the next 5 years. The topics discussed in this lecture include:
http://semoegy.com
Google Glass is redefining healthcare and medicine. There are countless opportunities for Pharma Benefit Management (PBM) companies to adopt smart-glass technology to improve customer satisfaction. Take a look at this case study to understand how wearables like Google Glass are transforming Pharmacy Benefit Management and other aspects of healthcare business.
Improving Healthcare App Development Reasons Why You Should Invest in it.pdfTechugo
In today's digital age, healthcare app development is a rapidly growing industry that offers immense potential for healthcare providers and patients alike. By investing in healthcare app development, healthcare providers can improve patient engagement, streamline medical procedures, and enhance the overall quality of healthcare delivery. With the use of advanced technologies such as AI and blockchain, healthcare apps can also provide personalized treatment plans, secure medical data sharing, and real-time remote monitoring. Investing in healthcare app development can help healthcare providers stay ahead of the curve and meet the evolving needs of patients in the modern era.
Improving Healthcare App Development- Reasons Why You Should Invest in it.Techugo
Customers are looking for ways to find different specialists in their fields (including prescriptions and medicine), so the healthcare industry is searching for innovative approaches to make things more efficient.
It is common to combine healthcare services with cell phones and innovation. For example, 47.526 iOS Human service apps and 325,000 mHealth Android apps exist. This is why all healthcare specialists must shift towards the mobile economy.
The Mobile healthcare app development company allows the user to not only manage patients’ care better but also enable them to monitor operational efficacy in clinics and hospitals.
Mobile Health Application Framework for an Ideal User Experience: A User-Cent...CrimsonpublishersTTEH
rom the literature, it is evident that clinicians would use a mobile application only if they are motivated to do so, and lack of clinical and end-user engagement is one of the most common barriers affecting broader mobile health (mHealth) app adoption.This research aims to answer two questions related to mHealth apps in hospitals:A. How to provide the best user-experience for clinicians in daily routine bases andB. How to create a clinician-centric framework for wider mHealth apps adoption in hospitals?We propose a 6S framework focused on clinician-as-a-user, by analysing current mobile apps available for clinicians in hospitals with some level of clinical decision support. Based on the analysis and market review, we found that the best number of main screens required for a successful healthcare app is six. Finally, the app design/framework was evaluated for user engagement, ease of use and adoption by a broader user group consisting of researchers, clinicians and Health IT engineers
Once the testing process is completed, a telemedicine app is deployed to the app store. There are many factors that are required to be checked while publishing an app especially when it belongs to the healthcare industry. These factors should be taken care of stringently.
To know more visit- https://www.sparxitsolutions.com/blog/telemedicine-app/
It is a complete solution for the Healthcare industry bringing all the roles viz; Patient, Doctors, Pathology labs, Medical Stores/Suppliers, Ambulances in one single platform. There is one app for each of these roles. The platform is developed keeping security and scalability in mind.
Capstone Project For Digital Start-up이라는 수업을 들으며 직접 비즈니스 모델을 구축하는 팀프로젝트를 진행하고 있습니다. Dietagram이라는 스마트헬스 애플리케이션을 직접 기획하고, 잠재 고객들에게 설문조사를 시행하고 그 결과를 분석하였습니다. 현재는 Vensim이라는 시뮬레이션 소프트웨어를 사용하여 모델링을 하는 단계에 있습니다. 이에 따라 전자공학을 전공하는 다른 팀원이 프로토타입을 제작하고 있는 중입니다.
Discover the mobile healthcare definition, features, benefits and On demand healthcare services. How M-health can help Doctors scale up and improvise their services? Have a look.
With new Apples New Updates and launches at Event on Sep 9 2015. An Application called Health, which makes company’s direction towards gathering and organizing your health data.
A Few Useful Apps For Emergency Doctorspriya arrora
As physicians in all parts of a hospital, including the emergency department, rely mainly on digital tools, more mobile apps for a variety of treatment options are there in the market.
The invasion of mobile medical apps: A 5-Year OutlookNealda Yusof
Digital health is a fast-growing space and will shape medical technology innovation of the future. This is an overview about the trends in mobile medical apps today and in the next 5 years. The topics discussed in this lecture include:
http://semoegy.com
Google Glass is redefining healthcare and medicine. There are countless opportunities for Pharma Benefit Management (PBM) companies to adopt smart-glass technology to improve customer satisfaction. Take a look at this case study to understand how wearables like Google Glass are transforming Pharmacy Benefit Management and other aspects of healthcare business.
Improving Healthcare App Development Reasons Why You Should Invest in it.pdfTechugo
In today's digital age, healthcare app development is a rapidly growing industry that offers immense potential for healthcare providers and patients alike. By investing in healthcare app development, healthcare providers can improve patient engagement, streamline medical procedures, and enhance the overall quality of healthcare delivery. With the use of advanced technologies such as AI and blockchain, healthcare apps can also provide personalized treatment plans, secure medical data sharing, and real-time remote monitoring. Investing in healthcare app development can help healthcare providers stay ahead of the curve and meet the evolving needs of patients in the modern era.
Improving Healthcare App Development- Reasons Why You Should Invest in it.Techugo
Customers are looking for ways to find different specialists in their fields (including prescriptions and medicine), so the healthcare industry is searching for innovative approaches to make things more efficient.
It is common to combine healthcare services with cell phones and innovation. For example, 47.526 iOS Human service apps and 325,000 mHealth Android apps exist. This is why all healthcare specialists must shift towards the mobile economy.
The Mobile healthcare app development company allows the user to not only manage patients’ care better but also enable them to monitor operational efficacy in clinics and hospitals.
Improving Healthcare App Development Reasons Why You Should Invest in it.pdfTechugo
The Mobile healthcare app development company allows the user to not only manage patients’ care better but also enable them to monitor operational efficacy in clinics and hospitals.
Patients will be satisfied with long lines because you have stopped the experience of using the emergency clinic app culture and medical services with mobile application patterns.
Recently, the healthcare industry has faced unprecedented challenges and must adapt. use of AI in healthcare & medicine is one of the answers. It offers innovative solutions that simplify some healthcare business processes during challenging times.
Digital health is the application of digital transformation in the medical industry. This includes healthcare applications, electronic health records or EHRs, electronic medical records or EMRs, wearables, telemedicine, and more.
A Complete Guide to Developing Healthcare AppAndolasoft Inc
In this comprehensive guide, we'll explore the world of healthcare apps, delving into their types, functionalities, and the key considerations for developing one.
Guide to Developing Healthcare App Like MFineMariaMurphy57
Developing a healthcare app like MFine involves a careful and strategic approach, from thorough market research to deployment and ongoing maintenance. By understanding the key features, development process, and associated costs, you can embark on a journey to create a healthcare app that provides seamless and accessible medical services.
Read More: https://www.quytech.com/healthcare-app-development.php
The healthcare industry is making significant advancements with a patient-centric approach to healthcare app development. Find out more.
Read: https://www.peppersquare.com/blog/an-all-inclusive-guide-on-how-to-develop-a-stellar-healthcare-app/
Everything About Healthcare App Development !.pdfTechugo
Healthcare app development is developing web-based and mobile apps that people can use to improve their physical and mental well-being. Medical professionals can also utilize health apps to track and monitor their patient’s health conditions and provide suggestions based on the information.
How to Build a Successful Healthcare App Development Company.docx.pdfTechugo
Health apps can be a great aid to the health of individuals. As a result, health apps remain in use, from monitoring activities to staying current on ongoing medical treatment.
Hospitals and medical institutions are developing apps to assist patients in staying fit and healthy. They are also benefiting by being able to connect with many more patients as a result.
Our experts have listed the key points for developing a customized Telemedicine app. Save this list to make sure your app stands out from your competitors.
Keeping the Telemedicine App User-Friendly
Ensuring the Essential Feature Set of Telemedicine
Hiring Experienced Telemedicine App Developers
Managing Costs and Timeline for Development
Seamless Integration with Third-Party Systems
Prioritizing Data Security and Privacy
Healthcare Regulatory and Security Compliance
Custom Telemedicine App Development for Specialty Care
Uninterrupted Care Delivery with Telemedicine
Enhancing User Experience with Additional Features
The concept of Telemedicine is growing. It is making healthcare easy to access and affordable. But it takes a lot of work and effort to make it happen. It takes the well-thought-out planning of a provider and the skill of a developer. If skill, planning, and implementation come in the right proportion, it makes a great app.
There are 8 steps to build a mobile app for patients health tracking. The medical mobile apps definitely make lives extremely easier not only for patients but for doctors and paramedics as well.
Reasons to build a Telemedicine App is Covid-19 pandemic, when people were advised not to be in the same room with the patient, telemedicine and web conferences became the backbone of doctor consultations and treatments.
HADM 5431 Healthcare Information Technology The Rev.docxwhittemorelucilla
HADM 5431
Healthcare Information Technology
The Revolution of Mobile Healthcare Applications
Group 1: Christina Barsamian, Tanya Barsamian, Zaryan Hamidani, and Chioma Winifred
Ihunwo
University of Houston - Clear Lake
Table of Contents
Introduction
Benefits
Patients
Providers
Payers
Drawbacks
Patients
Providers
Payers
Applications Types
Results
Conclusion
Works Cited
Based on the feedback that we received last week. Tanya and I will be adjusting the
sections into Provider, Patient, and Payer for Benefits and Drawbacks. Winnie for the
RESULTS you need to include that there are more benefits and elaborate. Winnie for the
CONCLUSION you need to write how to fix/improve drawbacks and conclude. Winnie the
RESULTS and CONCLUSIONS was too repetitive. Zaryan for the APPLICATIONS
TYPES you need to write how the app ties in the Provider, Patient, and Payer with each
app. Also Zaryan you need to cite the rest of your sources with subscripts and Winnie
finish up the introduction so we can put the subscripts in order of appearance.
Look for websites you want to use these are some that we found.
http://www.pcmag.com/article2/0,2817,2476623,00.asp
http://www.digitaltrends.com/mobile/best-medical-apps/
Intro/Conc/Results
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4029126/
INTRODUCTION
The use of mobile devices by healthcare professionals (HCPs) has transformed many aspects of
clinical practice.1,2 Mobile devices have become commonplace in healthcare settings, leading to
rapid growth in the development of medical software applications (apps) for these platforms.1,2
Numerous apps are now available to assist HCPs with many important tasks, such as:
information and time management; health record maintenance and access; communications and
consulting; reference and information gathering; patient management and monitoring; clinical
decision-making; and medical education and training.1–8
Mobile devices and apps provide many benefits for HCPs, perhaps most significantly increased
access to point-of-care tools, which has been shown to support better clinical decision-making
and improved patient outcomes.2,8–10 However, some HCPs remain reluctant to adopt their
use.1,4 Despite the benefits they offer, better standards and validation practices regarding mobile
medical apps need to be established to ensure the proper use and integration of these increasingly
http://www.imedicalapps.com/
http://www.pcmag.com/article2/0,2817,2476623,00.asp
http://www.informationweek.com/mobile/11-super-mobile-medical-apps/d/d-id/1105143?page_number=12
http://www.digitaltrends.com/mobile/best-medical-apps/
http://www.digitaltrends.com/mobile/best-medical-apps/
http://www.digitaltrends.com/mobile/best-medical-apps/
https://www.elsevier.com/__data/assets/pdf_file/0007/139903/Elsevier_WP_MobileApps5_21_15WEB.pdf
http://www.ncbi.nlm.nih.gov/pmc/articl ...
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Welcome to the first live UiPath Community Day Dubai! Join us for this unique occasion to meet our local and global UiPath Community and leaders. You will get a full view of the MEA region's automation landscape and the AI Powered automation technology capabilities of UiPath. Also, hosted by our local partners Marc Ellis, you will enjoy a half-day packed with industry insights and automation peers networking.
📕 Curious on our agenda? Wait no more!
10:00 Welcome note - UiPath Community in Dubai
Lovely Sinha, UiPath Community Chapter Leader, UiPath MVPx3, Hyper-automation Consultant, First Abu Dhabi Bank
10:20 A UiPath cross-region MEA overview
Ashraf El Zarka, VP and Managing Director MEA, UiPath
10:35: Customer Success Journey
Deepthi Deepak, Head of Intelligent Automation CoE, First Abu Dhabi Bank
11:15 The UiPath approach to GenAI with our three principles: improve accuracy, supercharge productivity, and automate more
Boris Krumrey, Global VP, Automation Innovation, UiPath
12:15 To discover how Marc Ellis leverages tech-driven solutions in recruitment and managed services.
Brendan Lingam, Director of Sales and Business Development, Marc Ellis
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Enhancing Performance with Globus and the Science DMZGlobus
ESnet has led the way in helping national facilities—and many other institutions in the research community—configure Science DMZs and troubleshoot network issues to maximize data transfer performance. In this talk we will present a summary of approaches and tips for getting the most out of your network infrastructure using Globus Connect Server.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfPeter Spielvogel
Building better applications for business users with SAP Fiori.
• What is SAP Fiori and why it matters to you
• How a better user experience drives measurable business benefits
• How to get started with SAP Fiori today
• How SAP Fiori elements accelerates application development
• How SAP Build Code includes SAP Fiori tools and other generative artificial intelligence capabilities
• How SAP Fiori paves the way for using AI in SAP apps
Free Complete Python - A step towards Data Science
Oxford UK Medical App Usability
1. Medical Apps – Applying Usability Principles
Disclaimer:
These are
my personal
views
2. 1968 , Apollo 8
The smartphone in
your pocket is more
powerful than all the
tech put together on
the Apollo 8
3. Global Mobile Medical Apps Market
to Reach $11.22 Billion by 2025,
Reports BIS Research
Big Data and AI in present
and future healthcareHow wearable devices can help solve
issues plaguing the Indian healthcare
industry
Healthcare Industry
Scores Low on Data
Security Knowledge
Virtual health is the
future healthcare
Amazon Reportedly Building
Healthcare Team for Alexa So You
Can Ask If That Cut Looks Infected
FDA issues 'recall' on heart implants
for security firmware update
Poor mHealth App Usability
Limits Patient Engagement
7. Mobile Medical Applications - Guidance for Industry and Food
and Drug Administration Staff, 2015
The FDA intends to apply its regulatory oversight to only the subset of mobile
apps:
If the app causes harm by not functioning as intended…
8. 1. Mobile apps that are intended to
provide access to electronic “copies”
(e.g., e-books, audio books) of medical
textbooks or other reference materials
with generic text search capabilities.
Do not need to be regulted
9. 2. Mobile apps that are intended for
health care providers to use as
educational tools for medical training or
to reinforce training previously received.
Do not need to be regulted
10. 3. Mobile apps that are intended for
general patient education and facilitate
patient access to commonly used
reference information.
Do not need to be regulted
11. 4. Mobile apps that automate general
office operations in a health care setting
and are not intended for use in the
diagnosis of disease or other conditions,
or in the cure, mitigation, treatment, or
prevention of disease.
Do not need to be regulted
12. 5. Mobile apps that are generic aids or
general purpose products. These apps
are not considered devices because they
are not intended for use in the diagnosis
of disease or other conditions, or in the
cure, mitigation, treatment, or
prevention of disease.
Do not need to be regulted
13. Regulated
1. Mobile apps that are an extension of one
or more medical devices by connecting to
such device for purposes of controlling the
device(s) or for use in active
patient monitoring or analysing medical
device data.
14. Regulated
2. Mobile apps that transform the mobile
platform into a regulated medical device by
using attachments, display screens, or
sensors or by including functionalities
similar to those of currently regulated
medical devices.
15. Regulated
3. Mobile apps that become a regulated
medical device (software) by performing
patient-specific analysis and providing
patient-specific diagnosis, or treatment
recommendations. These types of mobile
medical apps are similar to or perform the
same function as those types of software
devices that have been previously cleared or
approved.
16. Mobile apps that help patients with
diagnosed psychiatric conditions
(e.g., post-traumatic stress disorder
(PTSD), depression, anxiety,
obsessive compulsive disorder)
maintain their behavioural coping
skills by providing a “Skill of the Day”
behavioural technique or audio
messages that the user can access
when experiencing increased
anxiety.
17. Mobile apps that provide periodic
educational information, reminders,
or motivational guidance to smokers
trying to quit, patients recovering
from addiction, or pregnant women.
Discretion
18. Mobile apps that use video and video
games to motivate patients to do
their physical therapy exercises at
home.
Discretion
19. Mobile apps that are intended for
individuals to log, record, track, evaluate,
or make decisions or behavioural
suggestions related to developing or
maintaining general fitness, health or
wellness.
Discretion
24. Step 1: To encourage adherence.
-To gather data on how effective the patient’s
treatment plan is.
Next step: To establish clinical claims
for apps
-And persuade payers to pay for them
What is big pharma doing with apps?
25. Dexcom G6, an integrated
continuous glucose
monitoring
29. Device
Use
Correct use:
Safe and effective
Use error:
Unsafe or ineffective
Use environment
User
User interface
What the Regulators want…
30. User Research
CONTEXTUAL RESEARCH
ETHNOGRAPHIC STUDIES
USABILITY AND DESIGN CONTROL FOR MEDICAL DEVICE APPS
Design Verification
USABILITY RESEARCH
FORMATIVE STUDIES
Design Validation
SUMMATIVE STUDIES
PRE-MARKET SUBMISSION
31. • Documenting the process
• Traceability
• Protocol-driven testing
• Assumes semi-fixed prototypes
• Good Document Practice
• Use-related risk assessment
• It takes time!
• Pharma companies work on long lead times
Challenges of developing apps within Design Control
32. • Clinical claims (e.g. improving asthma
control) need clinical data
• Clinical data must be based on a
controlled clinical trial
• Clinical trials take a long time
• Once the clinical data is pinned to an
app, the app design cannot be changed
• If you change the app after the clinical
study, it must be revalidated
Challenges of developing apps with Clinical Claims
Clinical claim
HF validation
33. Ensure that the app
you are testing is as
close to finished article
as possible.
36. Use a combination
of closed and
open-ended
questions to get a
good mix of
feedback.
37. Our approach
Test interfaces and design concepts using a range
proven and effective methodologies such as;
• User interviews
• Tree testing
• Card sorting
• Paper prototyping
• Wireframing
• Low and high fidelity prototypes
• Video analysis and screen recording
38. Participant interviews
are recorded, with
cameras targeting
both the screen and
participant. The
interviews are
conducted in a
structured, relaxed
style using a mix of
closed and open-
ended questions,
meaning dialog from
the participants
containing useful
insights is not missed
and can be discussed.
39. Paper prototyping can
be used to analyse the
app prior to
conducting the study
so a strong
understanding of the
apps hierarchy can be
made by all those
involved in testing.
40. Linked technology Tools Used
The phone running the prototype app can be mirrored and recorded,
allowing the observer to see all the interactions the participant makes,
take notes and discuss with the moderator any points of discussion that
can be further explored.
41. Markers can be placed
on iPhone screens to
show all of the
touches and swipes
the participant would
make.
42. Video footage of the
recordings taken from
the screen and our
cameras can be
combined onto one
video. This means no
interactions are lost
that aren’t captured
by the software and
the two can easily be
watch side by side.
43.
44. Using the video footage and notes taken from the session we can analyse
the prototype and identify problem areas.
These problem areas then be presented via heat maps generated over
screenshots of the app to visualise problem areas. Hierarchy maps can also
be used to visualise problem routes within the app.
The combination of video footage and observer notes allows the session to
be replied multiple times ensuring that no insights that could be useful to
the development of the app are missed.
45. Heat maps can be
generated to display
problem
icons/features within
the app.
Different colours can
be used to signify
the frequency of
which those errors
occur.
50. We aim to uncover..
Why some users of mHealth apps continue to use the apps for a long time, and why some users
stop using the app after a short period of time.
Are there trends within users characteristics and personal traits that can be clearly defined between
the two groups?
From these findings can design principles be made to reduce drop off rates and keep all users better
engaged?
Our own funded research project: