Skip to content
McMedHacks 2023 Program
(10:30 AM – 12:30 PM Eastern Daylight Time of the following dates)
Week 0 (June 5-9): Prep Week
- Title: Introduction to Python
- Type: Self-Learning Module
- Title: Object-oriented programming with Python
- Type: Self-Learning Module
- Title: Scientific programming with Python
- Type: Self-Learning Module
Week 1 (June 10-16): Introduction to Classical Machine Learning
Seminar (Saturday, June 10)
- Title: Opening Ceremony
- Type: Live Session
- Speakers: Dr. Shirin Abbasinejad Enger and Dr. Stine Korreman
Workshops (Sunday, June 11)
- Title: Introduction to Classical machine learning (Live Session)
- Type: Live Session
- Speaker: TBD
- Title: Classical Machine Learning: A case study gradient boosting machine
- Type: Self Learning Module
- Title: Introduction to Image Processing: Image IO and image transformations
- Type: Self Learning Module
Week 2 (June 17-23): Deep Learning fundamentals for Image Processing
Seminar (Saturday, June 17)
- Title: TBD
- Type: Live Session
- Speakers: TBD
Workshop (Sunday, June 18)
- Title: Deep Learning : Model training and evaluation
- Type: Live Session
- Speaker: TBD
- Title: Fundamentals of Image (Pre-)Processing: Quality Assurance Prior to Deep Learning Model Training
- Type: Self Learning Module
Week 3 (June 24-30): Deep Learning segmentation
Seminar (Saturday, June 24th)
- Title: TBD
- Type: Live Session
- Speakers: TBD
Workshop (Sunday, June 25th)
- Title: Fully Supervised Medical Image Segmentation
- Type: Live Session
- Speakers: TBD
- Title: Deep learning framework (PyTorch): Tensors and Autograd
- Type: Self Learning Module
Week 4 (July 1-7): Transfer Learning for Medical Imaging
Seminar (Saturday, July 1st)
- Title: TBD
- Type: Live Session
- Speakers: TBD
Workshops (Sunday, July 2nd)
- Title: Transfer learning in medical Imaging
- Type: Live Session
- Speaker: TBD
- Title: Deep learning framework (PyTorch): Implement your own image classifier
- Type: Self Learning Module
- Title: Deep learning framework (PyTorch): Transfer learning for designing your own image classifier
- Type: Self Learning Module
Week 5 (July 8-14): Self-Supervision
Seminar (Saturday, July 8th)
- Title: Natural Language Processing in Medicine
- Type: Live Session
- Speakers: TBD
Workshops (Sunday, July 9th)
- Title: Self-Supervision
- Type: Live Session
- Speakers: TBD
- Title: Deep learning framework (PyTorch): Tensorboard & Pytorch Lightning (extra resources)
- Type: Self Learning Module
Week 6 (July 15-21): Introduction to Natural Language Processing (NLP)
Seminar (Saturday, July 15th)
- Title: TBD
- Type: Live Session
- Speakers: TBD
Workshop (Sunday, July 16th)
- Title: Natural Language Processing
- Type: Live Session
- Speakers: TBD
Week 7 (July 22-28): Transformers
Seminar (Saturday, July 22nd)
- Title: TBD
- Type: Live Session
- Speakers: TBD
Workshops (Sunday, July 23rd)
- Title: Transformers
- Type: Live Session
- Speakers: TBD
Week 8 (July 29-August 4): Model Generalizability
Seminar (Saturday July 29th)
- Title: TBD
- Type: Live Session
- Speakers: TBD
Workshop (Sunday July 30th)
- Title: Model Generalizability
- Type: Live Session
- Speakers: TBD
Week 8 (August 5): Closing Ceremony
Seminar (Saturday, August 5th)
- Title: Closing Remarks
- Type: Live Session
- Speakers: TBD
Like this:
Like Loading...