Intervention Strategies for Health Applications

M. Ehsan Hoque
Email: mehoque at cs
Office: Wegmans Hall #3013
Office hours: Tuesdays/Thursdays: 2-3 pm. Additional hours are available on request.

Prerequisites:

CSC 242, CSC 446 or the permission of the instructor. Lecture: T-Th: 9:40 am to 10:50 am

Grading:

Final Project = 50% (Proposal 10%, Prototype 20%, Video 10%, Presentation 10%)
Lectures and class participation = (50%) (Present two lectures 30%, present on a machine learning toolkit 10%, actively participate 10%)

Schedule

Date	Topic	Agenda	Assigned Readings
8/31/2017	Introduction + syllabus + policy
9/5/2017	Introduction to intervention strategies
9/7/2017	Introduction to intervention strategies (cont)
9/12/2017	No class. Ehsan is away attending UbiComp
9/14/2017	No class. Ehsan is away attending UbiComp
9/19/2017	Self Tracking	Semi-Automated Tracking: A Balanced Approach for Self-Monitoring Applications	small data, where n = me, What happens when each patient becomes their own "universe of unique medical data?, Sustainable digital ecology
9/21/2017	Sleep	A review of current sleep screening applications for smartphones	Zero-effort In-Home Sleep and Insomnia Monitoring using Radio Signals
9/26/2017	Machine Learning toolbox exploration	Wekinator
9/28/2017	Machine Learning toolbox exploration	Restricted Boltzman Machine Deep Belief Networks w/ sklearn, Affective Analysis
10/3/2017	Machine Learning toolbox exploration	Affectiva Analysis (cont), Spacy
10/5/2017	Technology in Parkinson disease: Challenges and opportunities	Guest lecture by Ray Dorsey	The Use of Smartphones for Health Research, The First Frontier: Digital Biomarkers for Neurodegenerative Disorders, Defining digital medicine
10/10/2017	Fall break
10/12/2017	Stress	Discussion led by Raiyan and Brooke	Objective measures, sensors and computational techniques for stress recognition and classification: A survey, AutoEmotive: bringing empathy to the driving experience to manage stress
10/17/2017	Behavioral health promotion	Discussion led by Kamrul and Anis	Using the Internet to Promote Health Behavior Change Examining Menstrual Tracking to Inform the Design of Personal Informatics tool
10/19/2017	Aging	Guest lecture by Yeates Conwell	Suicide later in life Older people and digital disengagement: a fourth digital divide
10/24/2017*	Design for behavior change	Discussion led by Samiha and Jesse	Self-experimentation for behavior change: design and formative evaluation of two approaches Persuasive performance feedback: the effort of framing on self-efficacy
10/26/2017*	Health games	Discussion led by Rafayet and Lisa	Design Features in Games for Health: Disciplinary and Interdisciplinary Expert Perspectives. Designing Digital Games, Social Media, and Mobile Technologies to Motivate and Support Health Behavior Change Final Project Proposal is due
10/31/2017	Quantitative Electrocardiography	Guest lecture by Jean-Philippe Couderc	Detection of atrial fibrillation using contactless facial video monitoring An Open Source ECG Clock Generator for Visualization of Long-Term Cardiac Monitoring Data
11/2/2017	mHealth interventions	Guest lecture by Tanzeem Choudhury	EmotionCheck: leveraging bodily signals and false feedback to regulate our emotions MyBehavior: Automatic Personalized Health Feedback from User Behaviors and Preferences using Smartphones
11/7/2017*	Patient engagement	Discussion led by Taylan Sen	Supporting Families in Reviewing and Communicating about Radiology Imaging Studies Patient Engagement in Cancer Survivorship Care Through mHealth: A consumer-centered review of Existing Mobile Applications
11/9/2017*	Patient participation in healthcare	Discussion led by Raiyan & Rafayet	The Quantified Patient in the Doctor's Office: Challenges and Opportunities HIPAA Turns 10: Analyzing the Past, Present, and the Future Impact
11/14/2017	Applications in Brain Injury	Discussion led by Lisa, Jesse & Kamrul	PupilScreen: Using Smartphones to Assess Traumatic Brain Injury
11/21/2017*	Social Network Interventions	Guest lecture by Gourab Ghoshal	Exercise contagion in a global social nework
11/23/2017	Thanksgiving break
11/28/2017	Applications in mental health	Discussion led by Samiha and Brook	StudentLife: Assessing Mental Health, Academic Performance and Behavioral Trends of College using Smartphones SmartGPA: How Smartphones Can Assess and Predict Academic Performance of College Students StudentLife project
11/30/2017	Final project presentations
12/5/2017	Final project presentations
12/7/2017	Final Project showcase

CSC 575: Intervention Strategies for Health Applications

Prerequisites:

Grading:

Schedule