2:00 pm - 5:00 pm
2:00 pm - 5:00 pm
Collect your badges and check in!
7:00 am - 4:30 pm
1300 Clifton Road, Atlanta, GA 30322
7:00 am - 8:00 am
8:00 am - 8:30 am
Brief welcome to the summer school, outline expectations and basic rules, provide information on facilities, and transition to the ice breaker.
Emory University
Emory University
9:00 am - 10:30 am
Updates to EMBED V1 including Digital Breast Tomosynthesis (DBT); new image artifacts including implants and regions of interest (ROI); and clinical evaluations.
Emory University
Emory University
10:30 am - 11:00 am
11:00 am - 12:30 pm
EMBED V2 overview including breast ultrasound (US), MRI, and whole slide imaging.
Emory University
Emory University
12:30 pm - 1:30 pm
1:30 pm - 2:45 pm
Overview includes LLM-generated labels, automatic segmentation, CXR preprocessing, and quality control.
Emory University
Emory University
2:45 pm - 3:15 pm
3:15 pm - 4:30 pm
Presenting the MRKR knee radiograph dataset
7:30 am - 4:30 pm
1300 Clifton Road, Atlanta, GA 30322
7:30 am - 8:20 am
8:20 am - 8:30 am
Review of the day’s activities and important housekeeping notes.
Emory University
Emory University
9:00 am - 10:30 am
Introduction to foundation models, understanding tokens and their usage, with demonstrations of zero-shot learning and visual question answering (VQA).
10:30 am - 11:00 am
11:00 am - 12:30 am
Practical session on embedding extraction and multimodal applications using MedGemma, integrating data from CXR, mammography, and more.
Emory University
12:30 pm - 1:30 pm
1:30 pm - 2:45 pm
Foundation Models for Classification, Regression, and Survival Prediction
Emory University
2:45 pm - 3:15 pm
3:45 pm - 4:30 pm
Emory University
7:30 am - 4:30 pm
1300 Clifton Road, Atlanta, GA 30322
7:30 am - 8:20 am
8:20 am - 8:30 am
Review of the day’s activities and important housekeeping notes.
Emory University
Emory University
9:00 am - 10:30 am
Emory University
10:30 pm - 11:00 am
11:00 am - 12:30 am
Emory University
12:30 pm - 1:30 pm
1:30 pm - 2:45 pm
Indiana University Purdue University Indianapolis
2:45 pm - 3:15 pm
3:15 pm - 4:45 pm
Teaming for the Datathon
7:30 pm - 4:30 pm
1760 Haygood Dr NE, Atlanta, GA 30322
7:30 am - 8:20 am
8:20 am - 8:30 am
Emory University
Emory University
8:30 am - 9:15 am
Prof. Odom
9:15 am - 9:30 am
Emory University
9:30 am - 10:00 am
10:00 am - 12:00 am
Classify MRI BPE, select and extract data from 1000 MRIs. Explore data, use pre-trained 3D models, fine-tune, evaluate, and compare performance of 3D classifiers, stacked image classifiers, middle images, and eigen images.
Emory University
12:00 pm - 1:00 pm
1:00 pm - 2:00 pm
Exploring the intersection of radiology and pathology through advanced data analysis techniques.
2:00 pm - 2:30 pm
In AI-driven healthcare, especially in women's health and maternal care, it's crucial to recognize that clinicians and patients are key stakeholders directly impacted by these technologies. This presentation will highlight the importance of considering the human aspect in developing equitable and effective AI tools.
2:30 pm - 3:00 pm
3:00 pm - 3:45 pm
Examination of biases present in AI models and their implications in healthcare.
3:45 pm - 4:30 pm
Learn to utilize AWS Sagemaker for building, training, and deploying machine learning models efficiently.
7:15 am - 6:00 pm
1760 Haygood Dr NE, Atlanta, GA 30322
7:30 am - 8:30 pm
8:30 am - 9:00 pm
9:00 am - 10:00 am
Dr. Lauren Klein discusses the critical role of feminism in shaping the future of artificial intelligence.
10:00 am - 10:30 am
Explore strategies and insights on developing AI technologies that contribute positively to society.
10:30 am - 11:00 am
11:00 am - 12:00 pm
Gain insights from early evaluations of AI-Doc with Theo, understand real-world validation through the PRECISE trial with Siva Bhavani, and explore external validation of mammogram AI models with Hari. Join a panel Q&A session to delve deeper into deploying AI in practical applications Moderator : Dr. Enzo Ferrante
Emory University
Emory University
12:00 pm - 1:00 pm
Keynote by Lauren McCullough addressing the significant disparities in breast cancer, followed by a Q&A session to discuss challenges and solutions. Moderator : Dr. Janice Newsome
Emory University
1:00 pm - 2:00 pm
2:00 pm - 2:15 pm
Sadia Afreen
2:15 pm - 3:00 pm
Dr. Leo Celi explores the transition from AI bias to creating inclusive AI designed by and for everyone, followed by a Q&A session. Moderator: Dr. Po-Chi Kuo
3:00 pm - 4:00 pm
Explore strategies that move beyond race and sex groups for disparities research. Explore best practices for collecting skin tone data with Ian Wong, delve into genomics and ancestry considerations for health equity research with Manoj. Join a panel Q&A session to discuss these innovative approaches. Moderator: Dr. Idris Muhammad
National University of Singapore
4:30 pm - 8:00 pm
There will be a shuttle bus transporting participants from the Symposium to the Reception on Friday, August 23rd. The bus will provide continuous transportation from HSRB to Miller Ward and Miller Ward to HSRB from 4:15 to 8:30. Participants returning to HSRB can take the C Shuttle to the Starvine parking deck to their cars. The first bus leaves HSRB at 4:15. The last bus returns to HSRB at 8:30
4:30 pm - 8:00 pm
Join us for food, entertainment, and networking as we kick off the datathon with an exciting opening ceremony.
7:15 am - 6:00 pm
100 Woodruff Circle, Atlanta, GA 30322
7:15 am - 7:30 am
7:30 am - 8:00 am
8:00 am - 8:15 am
Emory University
Emory University
8:15 am - 8:25 am
Emory University
8:25 am - 8:35 am
Emory University
8:35 am - 8:45 am
8:45 am - 8:55 am
8:55 am - 9:15 am
Emory University
9:15 am - 9:30 am
9:15 am - 9:30 am
9:30 am - 11:00 am
11:00 am - 11:15 am
11:15 am - 1:00 pm
1:00 pm - 2:00 pm
2:00 pm - 4:30 pm
4:30 pm - 5:00 pm
5:00 pm - 6:00 pm
6:00 pm - 7:30 pm
7:15 am - 2:30 pm
100 Woodruff Circle, Atlanta, GA 30322
7:15 am - 7:30 am
7:30 am - 8:00 am
8:00 am - 8:15 pm
8:15 am - 11:00 am
11:00 am - 11:15 am
11:15 am - 12:00 pm
12:00 pm - 1:00 pm
1:00 pm - 2:00 pm
5 minutes allocated per group for their presentation.
2:00 pm - 2:30 pm
2:00 pm - 2:30 pm
17-24 August ’25
Atlanta, Georgia, United States
©2025, HITI Lab. All rights reserved.
