Workshop on AI and Data Science in Smart Health 2021

WVAR-CRESH: Workshop on AI and Data Science in Smart Health 2021

Thursday July 22 - Friday July 23, 2021

Location (Online via Zoom)

The program is now ended. Thank you for visiting or participating!

See below for available recorded lecture materials.

Day 1: Thursday, July 22 (All times in EST)

- Sheena Murphy, PhD; WVU Associate VP for Research Development
- Anurag Srivastiva, PhD; Professor and Raymond J. Lane Chair, Lane Department of Computer Science and Electrical Engineering (LCSEE)
- Don Adjeroh, PhD; Associate Chair, LCSEE, NSF Track-2 Project Lead PI

10:15 - 11:15am | Tutorial 1: Tracking and Combating COVID-19 Misinformation

- Dr. Nitin Agarwal; Jerry L. Maulden-Entergy Chair & Distinguished Professor, UA Little Rock, Director, COSMOS Center

11:15 - 12:15pm | Early Career Faculty Presentations

- Session Chair: Naveena Yanamala, PhD (Rutgers University)

| Smart detection of neutrophil-platelet-NET interactions within pulmonary microcirculation following e-cigarette exposure in mice

Margaret Bennewitz (Seed Co-PI (WVU)) and Xiao Liu (Seed Co-PI (UARK)).

| Artificial Intelligence-Driven System for Tele-Rehabilitation in Stroke Survivors

Luu Khoa (Seed Co-PI (UARK)) and Jessica Allen (Seed Co-PI (WVU)).

| Multi-module Recurrent Convolutional Neural Network with Transformer Encoder for ECG Arrhythmia Classification

Minh Duc Le; Thi Hoang Ngan Le (Seed Co-PI (UARK)) and Brijesh Patel (Seed Co-PI (WVU)).

12:15 - 1:00pm | Lunch Break

1:00 - 2:00pm | Keynote 1: Artificial Intelligence and mHealth Technologies for Disease Screening and Diagnostics

- Rich Fletcher, PhD; Mechanical Engineering, MIT

2:00 - 2:40pm | Early Career Faculty Presentations (continued)

- Session Chair: Margaret Bennewitz, PhD (WVU)

| Personalized Health Risk Detection

Jim Bardes (Seed Co-PI (WVU)) and Lu Zhang (Seed Co-PI (UARK)).

| Spatial-temporal Correlation Analysis of Fracking and Stroke based on Geographical and Temporal Weighted Regression (GTWR)

Chuanbo Hu; Bin Li; Shuo Wang (Seed Co-PI (WVU)); Krishna Nalleballe (Seed Co-PI (UAMS)) and Xin Li.

2:40 - 3:00pm | Coffee Break

3:00 - 5:00pm | Presentations by Other Team Members

- Session Chair: Nasser Nasrabadi, PhD (WVU)

| Topological Data Analysis for Understanding New Taxonomy of Cardiovascular Diseases

Partho Sengupta (WVU) and Naveena Yanamala (WVU).

| The Importance of LncRNAs and Male Lung Cancers

Ivan Martinez (WVU)

| Dynamics of COVID-19 Misinformation Themes

Thomas Marcoux (UALR) and Nitin Agarwal (UALR).

| Detecting Adverse Drug Events using Protein Sequence-Structure Similarity Networks

Saminur Islam (WVU); Ahmed Abassi (Notre Dame); Nitin Agarwal (UALR); Wanhong Zheng (WVU); Gianfranco Doretto (WVU) and Donald Adjeroh (WVU).

| Robust and fair machine learning under distribution shift

Xintao Wu, PhD (UARK) and Wei Du (UARK).

| Learning Representations for Novelty Detection

Ranya Almohsen (WVU); Don Adjeroh (WVU) and Gianfranco Doretto (WVU).

| OCT Image Segmentation Using a Multi-Stage & Multi-Discriminatory Generative Adversarial Network

Omid Dehzangi (WVU) and Nasser M. Nasrabadi (WVU).

| Transcriptome and Metabolome Response to a Habanero Pepper-Containing Diet in Drosophila melanogaster

Carlos Lopez-Ortiz (WVSU) and Umesh Reddy (WVSU).

| Evaluating Risk-Stratified HPV Catch-up Vaccination Strategies – Should We Go Beyond Age 26?

Shengfan Zhang (UARK)

Day 2: Friday, July 23 (All times in EST)

10:00 - 10:15am | Introductions

- Xingbo Liu, PhD; Interim Associate Dean for Research, Statler Endowed Chair of Engineering, Benjamin M. Statler College of Engineering and Mineral Resources, West Virginia University
- Subrata Acharya; Program Officer, NSF EPSCoR
- Don Adjeroh, PhD; Associate Chair, LCSEE, NSF Track-2 Project Lead PI

10:15 - 11:15am | Keynote 2: Getting to Smart*ER* Health: Perspectives on the Future of Sensors+AI+Modeling and Simulation

- Patty Mabry, PhD; HealthPartners Institute

11:015 - 12:15pm | Tutorial 2: Hands-on with AI Platforms

- Don McLaughlin; WVU

12:15 - 1:00pm | Lunch Break

1:00 - 2:30pm | Panel Discussion

Panel Moderator: Partho Sengupta, MD (Rutgers University)
Panelists:

- Rich Fletcher, PhD; Mechanical Engineering, MIT
- Patty Mabry, PhD; HealthPartners Institute
- Nitin Agarwal, PhD; UALR
- Gianfranco Doretto; WVU
- Claudia Algaze-Yojay, MD; Stanford

2:30 - 2:40pm | Break

2:40 - 4:00pm | General Meeting (Project team members only)

Targets and expected background / preparation

Workshop attendees are expected to be undergraduate seniors, graduate students, faculty, and others with appropriate background or interests.

Level of treatment will be appropriate for a senior undergraduate/first year graduate student, with a general background in science, engineering, or in the biomedical field. Others with background in business or quantitative social science, such as economics should also be able to follow most of the material.

The program is now ended. Thank you for visiting or participating!

See below for available recorded lecture materials.

For more information, please contact Don Adjeroh, PhD, Professor and Associate Chair of LCSEE, Project Lead PI.