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 - 7:30 pm
7:15 am - 6:00 pm
100 Woodruff Circle, Atlanta, GA 30322
7:15 am - 7:30 am
7:30 am - 8:00 am
7:15 am - 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
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