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!

Click here to view available 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 BennewitzSeed Co-PI (WVU) and Xiao LiuSeed Co-PI (UARK).

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

Luu KhoaSeed Co-PI (UARK) and Jessica AllenSeed Co-PI (WVU).

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

Minh Duc Le; Thi Hoang Ngan LeSeed Co-PI (UARK) and Brijesh PatelSeed 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 BardesSeed Co-PI (WVU) and Lu ZhangSeed Co-PI (UARK).

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

Chuanbo Hu; Bin Li; Shuo WangSeed Co-PI (WVU); Krishna NalleballeSeed 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 SenguptaWVU and Naveena YanamalaWVU.

The Importance of LncRNAs and Male Lung Cancers

Ivan MartinezWVU

Dynamics of COVID-19 Misinformation Themes

Thomas MarcouxUALR and Nitin AgarwalUALR.

Detecting Adverse Drug Events using Protein Sequence-Structure Similarity Networks

Saminur IslamWVU; Ahmed AbassiNotre Dame; Nitin AgarwalUALR; Wanhong ZhengWVU; Gianfranco DorettoWVU and Donald AdjerohWVU.

Robust and fair machine learning under distribution shift

Xintao Wu, PhDUARK and Wei DuUARK.

Learning Representations for Novelty Detection

Ranya AlmohsenWVU; Don AdjerohWVU and Gianfranco DorettoWVU.

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

Omid DehzangiWVU and Nasser M. NasrabadiWVU.

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

Carlos Lopez-OrtizWVSU and Umesh ReddyWVSU.

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!

Click here to view available lecture materials

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