Lectures – mHealthHub

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Lectures

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6 videos found

Experimental Designs for Adapting Digital Interventions

Scaling Up mHealth: From Pilots to Population-Wide Impact through Implementation Science

Demystifying LLMs and Generative AI: A Practical Guide for mHealth Researchers

Impactful Innovation: Productizing Your mHealth Solution

mHealth's Next Frontier: Redefining Healthcare with Digital Therapeutics

Building for Approval: Essential Regulatory Considerations for mHealth Innovators

8 videos found

Understanding Engagement Strategies in Digital Behavioral Interventions

Maintaining Behavior Change in Digital Interventions

Deep Learning Approaches in mHealth

Passive Monitoring and Relapse Risk Prediction in Behavioral Health

Developing and Adopting Digital Biomarkers in mHealth Research

Experimental Design and Analytic Strategies for Adaptive Behavioral Interventions

Design Considerations for Preparation, Optimization, and Evaluation of Digital Therapeutics

Learning Algorithms to Personalize Digital Interventions in Real Time

12 videos found

Welcome eReception: Overview & Structures of mHTI / Team Activities

Frameworks for Developing Behavioral Interventions

System Dynamics and Bayesian Modeling as Groundwork for Behavioral Interventions

Developing and Implementing Behavioral Intervention Technologies

ePlatforms for Implementing mHealth Studies

Social Network Analysis in mHealth

Data Missingness in mHealth Research

Aligning Community, Population, & Digital Health to Produce Agile Actionable Real World Evidence

Case Studies of Progression through Stages of Behavioral Intervention Development

mHTI Day 1: Methodology

mHTI Day 2: Patient Engagement

mHTI Day 3: Ensuring Inclusion & Equity in Digital Health

18 videos found

Welcome Reception: Overview of mHTI Activities

Review of the Team Science Process

Developing Impactful mHealth Solutions

Defining the Problem: Understanding Health Behaviors & Preparing to Change Them

Developing mHealth Interventions to Change Behavior

Sensing the Human Condition

Sensing the Human Condition: The Engineers Perspective

Machine Learning Approaches in mHealth

From Sensed Data to Digital Biomarkers

Experimental Designs for Personalized Interventions

Promises and Pitfalls of Platforms for mHealth Studies

An Ethics Framework for mHealth Studies

Leveraging Behavioral Insights to Promote Public Health

User-Centered Design for mHealth Interventions

Synergistic Collaboration Among Computing and Health Researchers

Engaging Engineering Professions and Creatives in mHealth Research

Ask the Experts: Tech Transfer & Productizing Your mHealth Innovation

Ask the Experts: IRB Approvals for mHealth Studies

12 videos found

Understanding Health Behaviors

Changing Health Behaviors

From Sensed Data to Digital Biomarkers

Experimental Designs for Personalized Digital Behavioral Interventions

Machine Learning and Big Data for Digital Behavioral Interventions

Strategies for Engaging Patients

Agile Science: Behavior Change in the Real World

Patient-Led Innovation and Research

Optimizing Behavioral mHealth Interventions: What Does Control Systems Have to Offer?

mHealth and Vulnerable Populations

Ethical, Legal, and Social Implications (ELSI) of mHealth Research

Open-Source Tools for Biometric Monitoring

15 videos found

Overviews and Goals of mHealth Institute

Unpacking the Black Box of Health Behavior Change

Understanding Health Behaviors

Changing Health Behaviors

From Biosensors to Biomarkers

Enabling Mental Health Care with Digital Technology

Strengthening Health Systems with mHealth Innovation

Patient-led Innovation & n-of-1 Science

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18 videos found

Overview and Goals of mHealth Institute

Understanding Health Behaviors

Changing Behaviors

The Humanist Engineer

Human Behavior Sensing

Sensor-Driven Personalized Health

Getting Funding for mHealth Projects

Biomarkers & Point of Care Technologies

Statistical Approaches for Biomarker Research

Experimental Design for Developing Multi-Component Behavioral Interventions

Machine Learning and Big Data to Facilitate Behavioral Interventions

User-Centered Design for Optimizing Patient Engagement

Digital Ethnology and Vulnerable Populations

Ethics in the Mobile Era-Privacy and Data Concerns

mHealth Research Ethics: Navigating Consent, Risk Asssessment and Data Management

Engaging Technologists

Engaging Health Researchers

Getting Recognition for Interdisciplinary Scholarship

22 videos found

Overview and Goals of mHealth Institute - Vivek Shetty

Overview and Goals of mHealth Institute – Vivek Shetty

Understanding Behavior - Donna Spruijt-Metz

Understanding Behavior – Donna Spruijt-Metz

Explanatory and Predictive Models for mHealth - Peter Pirolli

Explanatory and Predictive Models for mHealth – Peter Pirolli

Design Strategies - Gillian Hayes

Design Strategies – Gillian Hayes

Human Computer Interaction: Design Strategies - Pedja Klasnja

Human Computer Interaction: Design Strategies – Pedja Klasnja

Opening the Black Box of mHealth Interventions - William Riley

Opening the Black Box of mHealth Interventions – William Riley

mHealth and Health Systems - Steven Steinhubl

mHealth and Health Systems – Steven Steinhubl

mHealth and Mental Health - Bonnie Zima

mHealth and Mental Health – Bonnie Zima

Sensors in the Age of P5 Medicine - Vivek Shetty

Sensors in the Age of P5 Medicine – Vivek Shetty

Point of Care Technologies for Limited Resource Settings - Aydogan Ozcan

Point of Care Technologies for Limited Resource Settings – Aydogan Ozcan

Assessing Health Behaviors: Wearables - Santosh Kumar

Assessing Health Behaviors: Wearables – Santosh Kumar

Experimental Design and Data Analysis Methods for mHealth Interventions - Inbal Nahum-Shani

Experimental Design and Data Analysis Methods for mHealth Interventions – Inbal Nahum-Shani

Using Behavioral Economics to Advance mHealth Interventions - Craig Fox

Using Behavioral Economics to Advance mHealth Interventions – Craig Fox

Statistical Methodologies for mHealth - David Elashoff

Statistical Methodologies for mHealth – David Elashoff

mHealth Studies in Vulnerable Populations - Philippe Bourgois

mHealth Studies in Vulnerable Populations – Philippe Bourgois

Ethics in the Mobile Era: Tracking Privacy and Data Concerns - Tiffany Cvrkel

Ethics in the Mobile Era: Tracking Privacy and Data Concerns – Tiffany Cvrkel

Developing and Productizing Sensor Technologies for Real-World Applications - William Kaiser

Developing and Productizing Sensor Technologies for Real-World Applications – William Kaiser

Mental Health Apps: Lessons from the Trenches - Julia Hoffman

Mental Health Apps: Lessons from the Trenches – Julia Hoffman

An Intellectual Property Primer for Faculty - Katherine Fibiger

An Intellectual Property Primer for Faculty – Katherine Fibiger

How to Engage a Technologist or Health Professional in mHealth - Donna Spruijt-Metz, Santosh Kumar

How to Engage a Technologist or Health Professional in mHealth – Donna Spruijt-Metz, Santosh Kumar

Interdisciplinary/Collaborative Research: Getting Recognized - Paul Micevych

Interdisciplinary/Collaborative Research: Getting Recognized – Paul Micevych

Getting Funding for mHealth Projects - Richard Conroy

Getting Funding for mHealth Projects – Richard Conroy

23 videos found

mHTI Opening Remarks - James Economou

mHTI Opening Remarks – James Economou

Overview and Goals of the mHealth Institute - Wendy Nilsen

Overview and Goals of the mHealth Institute – Wendy Nilsen

mHealth Needs of Health Care Systems - Vivek Shetty

mHealth Needs of Health Care Systems – Vivek Shetty

Understanding Behavior - Donna Spruijt-Metz

Understanding Behavior – Donna Spruijt-Metz

Changing Behavior - Lisa Marsch

Changing Behavior – Lisa Marsch

Human-Computer Interaction and Usability - Scott Klemmer

Human-Computer Interaction and Usability – Scott Klemmer

Beyond “There’s an App for That” - Ida Sim

Beyond “There’s an App for That” – Ida Sim

Developing Health Sensor Technologies for Real-World Applications - Steven Steinhubl

Developing Health Sensor Technologies for Real-World Applications – Steven Steinhubl

mHealth and Mental Health - Bonnie Zima

mHealth and Mental Health – Bonnie Zima

Wearable Wireless Sensors - Santosh Kumar

Wearable Wireless Sensors – Santosh Kumar

Computer Vision Methods for Assessing Behavior - James Rehg

Computer Vision Methods for Assessing Behavior – James Rehg

Point of Care Technologies - Vivek Shetty

Point of Care Technologies – Vivek Shetty

Developing Sensor Technologies for Low Resource Settings - Aydogan Ozcan

Developing Sensor Technologies for Low Resource Settings – Aydogan Ozcan

Clinical Trial Methodology - Susan Murphy

Clinical Trial Methodology – Susan Murphy

mHealth Statistical Approaches - David Elashoff

mHealth Statistical Approaches – David Elashoff

Machine Learning Approaches in mHealth - Shri Narayanan

Machine Learning Approaches in mHealth – Shri Narayanan

Designing for Scale in Resource Scarce Settings - Blake Tye

Designing for Scale in Resource Scarce Settings – Blake Tye

Secure Collection of Sensitive mHealth Data - Mani Srivastava

Secure Collection of Sensitive mHealth Data – Mani Srivastava

Ethics in the Mobile Era – Tracking Privacy and Data Concerns - Tiffany Cvrkel

Ethics in the Mobile Era – Tracking Privacy and Data Concerns – Tiffany Cvrkel

mHealth Product Life Cycles - Rajeev Rajan

mHealth Product Life Cycles – Rajeev Rajan

How to Engage a Technologist or Health Professional in mHealth - Donna Spruijt-Metz

How to Engage a Technologist or Health Professional in mHealth – Donna Spruijt-Metz

How to Engage a Technologist or Health Professional in mHealth - Santosh Kumar

How to Engage a Technologist or Health Professional in mHealth – Santosh Kumar

Getting Recognition for Interdisciplinary Scholarship - Carole Goldberg

Getting Recognition for Interdisciplinary Scholarship – Carole Goldberg