Apply for a Full Scholarship During Registration – No Fees Required

SCHEDULE

Agenda

2:00 pm - 5:00 pm

Location - Emory Conference Center and Hotel

1615 Clifton Rd N E, Atlanta, GA 30329

2:00 pm - 5:00 pm

Registration

Collect your badges and check in for the event at the reception!

7:00 am - 4:30 pm

Location - Goizueta Business School 208

1300 Clifton Road, Atlanta, GA 30322

7:00 am - 8:00 am

Continental Breakfast & Registration

8:00 am - 8:30 am

Introduction & Welcome

Brief welcome to the summer school, outline expectations and basic rules, provide information on facilities, and transition to the ice breaker.

Hari Trivedi
Hari Trivedi

Emory University

Judy Gichoya
Judy Gichoya

Emory University

9:00 am - 10:30 am

EMBED V1 Update

Updates to EMBED V1 including Digital Breast Tomosynthesis (DBT); new image artifacts including implants and regions of interest (ROI); and clinical evaluations.

Jacob Jeon
Jacob Jeon

Emory University

Rohan Satya Isaac
Rohan Satya Isaac

Emory University

Beatrice Brown-Mulry
Beatrice Brown-Mulry

Emory University

Hari Trivedi
Hari Trivedi

Emory University

10:30 am - 11:00 am

Break

11:00 am - 12:30 pm

EMBED V2

EMBED V2 overview including breast ultrasound (US), MRI, and whole slide imaging.

Rohan Satya Isaac
Rohan Satya Isaac

Emory University

Hari Trivedi
Hari Trivedi

Emory University

12:30 pm - 1:30 pm

Lunch

1:30 pm - 2:45 pm

Updates to Emory CXR

Overview includes LLM-generated labels, automatic segmentation, CXR preprocessing, and quality control.

Theo Dapamede
Theo Dapamede

Emory University

Frank Li
Frank Li

Emory University

2:45 pm - 3:15 pm

Break

3:15 pm - 4:30 pm

Introducing MRKR

Presenting the MRKR knee radiograph dataset

Reza Chavoshi
Reza Chavoshi

Emory University

7:30 am - 4:30 pm

Location - Goizueta Business School 208

1300 Clifton Road, Atlanta, GA 30322

7:30 am - 8:20 am

Continental Breakfast & Registration

8:20 am - 8:30 am

Debrief & House keeping

Review of the day’s activities and important housekeeping notes.

Hari Trivedi
Hari Trivedi

Emory University

Judy Gichoya
Judy Gichoya

Emory University

9:00 am - 10:30 am

Overview: Foundation Models

Introduction to foundation models, understanding tokens and their usage, with demonstrations of zero-shot learning and visual question answering (VQA).

Jacob Jeon
Jacob Jeon

Emory University

Frank Li
Frank Li

Emory University

10:30 am - 11:00 am

Break

11:00 am - 12:30 am

Hands-On: Foundation Models

Practical session on embedding extraction and multimodal applications using MedGemma, integrating data from CXR, mammography, and more.

Jacob Jeon
Jacob Jeon

Emory University

Frank Li
Frank Li

Emory University

12:30 pm - 1:30 pm

Lunch

1:30 pm - 2:45 pm

Foundation Models for Classification, Regression, and Survival Prediction

Foundation Models for Classification, Regression, and Survival Prediction

Theo Dapamede
Theo Dapamede

Emory University

2:45 pm - 3:15 pm

Break

3:45 pm - 4:30 pm

Foundation Models for Segmentation

Frank Li
Frank Li

Emory University

7:30 am - 4:30 pm

Location - Goizueta Business School 208

1300 Clifton Road, Atlanta, GA 30322

7:30 am - 8:20 am

Continental Breakfast & Registration

8:20 am - 8:30 am

Debrief

Review of the day’s activities and important housekeeping notes.

Hari Trivedi
Hari Trivedi

Emory University

Judy Gichoya
Judy Gichoya

Emory University

9:00 am - 10:30 am

Bias in the Age of Foundation and Multimodal Models

Judy Gichoya
Judy Gichoya

Emory University

10:30 pm - 11:00 am

Break

11:00 am - 12:30 am

Explainability and Interpretability

Frank Li
Frank Li

Emory University

12:30 pm - 1:30 pm

Lunch

1:30 pm - 2:45 pm

Introduction to the Common Fund Data Ecosystem

Saptarshi P.
Saptarshi P.

Indiana University Purdue University Indianapolis

2:45 pm - 3:15 pm

Break

3:15 pm - 4:45 pm

Q&A Session (Office Hours)

Teaming for the Datathon

7:30 pm - 4:30 pm

Location - HSRB Rollins Auditorium

1760 Haygood Dr NE, Atlanta, GA 30322

7:30 am - 8:30 am

Continental Breakfast & Registration

8:30 am - 9:00 am

Welcome

9:00 am - 10:00 am

Imaging AI Year in Review

10:00 am - 10:30 am

Small Group Discussion

10:30 am - 11:00 am

Break

11:00 am - 12:00 pm

Keynote

12:00 pm - 1:00 pm

Career Panel

1:00 pm - 2:00 pm

Lunch

2:00 pm - 3:00 pm

Poster Session

3:00 pm - 4:00 pm

Datathon Setup

4:30 pm - 8:00 pm

Reception Location - Emory Conference Center

1615 Clifton Rd N E, Atlanta, GA 30329

4:30 pm - 8:00 pm

Opening Reception

Join us for food, entertainment, and networking as we kick off the datathon with an exciting opening ceremony.

Janice Newsome
Janice Newsome

Emory University

Hari Trivedi
Hari Trivedi

Emory University

Judy Gichoya
Judy Gichoya

Emory University

7:15 am - 6:00 pm

Location - HSRB Rollins Auditorium

1760 Haygood Dr NE, Atlanta, GA 30322

7:30 am - 8:30 pm

Continental Breakfast & Registration

8:00 am - 8:15 am

Welcome to Datathon

8:15 am - 8:55 am

Datathon Dataset Introduction

Introduction of various datasets available for Datathon

Frank Li
Frank Li

Emory University

Beatrice Brown-Mulry
Beatrice Brown-Mulry

Emory University

8:55 pm - 9:15 pm

Problem Statements and Group Formation

9:15 am - 9:30 am

Group Photo

9:15 am - 9:30 am

Team Transitions to Rooms

9:30 am - 11:00 am

Datathon Begins

11:00 am - 11:15 pm

Mentoring Session

11:15 am - 1:00 pm

Datathon Continues

1:00 pm - 2:00 pm

Lunch

2:00 pm - 4:30 pm

Datathon Continues

4:30 pm - 5:00 pm

Check-In with Groups

5:00 pm - 6:00 pm

Group Exercise

6:00 pm - 7:30 pm

Dinner

7:15 am - 6:00 pm

Location - School of Medicine (SOM, Room 130)

100 Woodruff Circle, Atlanta, GA 30322

7:15 am - 7:30 am

Datathon - Doors Open

7:30 am - 8:00 am

Continental Breakfast & Registration

8:15 am - 8:30 am

Debrief

8:15 am - 11:00 am

Datathon Continues

11:00 am - 11:15 am

Mentoring Session

Theo Dapamede
Theo Dapamede

Emory University

11:15 am - 1:00 pm

Datathon Continues

1:00 pm - 2:00 pm

Lunch

2:00 pm - 4:30 pm

Datathon Continues

4:30 pm - 5:00 pm

Check-In with Groups

5:00 pm - 6:00 pm

Group Exercise

6:00 pm - 7:30 pm

Dinner

7:15 am - 2:30 pm

Location - School of Medicine (SOM, Room 130)

100 Woodruff Circle, Atlanta, GA 30322

7:15 am - 7:30 am

Datathon - Day 2 - Doors Open

7:30 am - 8:00 am

Continental Breakfast

8:00 am - 8:15 pm

Debrief

8:15 am - 11:00 am

Datathon Continues

11:00 am - 11:15 am

Mentoring Session

11:15 am - 12:00 pm

Final Slides & Code Submission

12:00 pm - 1:00 pm

Lunch

1:00 pm - 2:00 pm

Presentations

5 minutes allocated per group for their presentation.

2:00 pm - 2:30 pm

Judging

2:00 pm - 2:30 pm

Wrap Up & Results