Rohan Shad, MD

icon indicating a website link www.rohanshad.com icon indicating an email [email protected]

icon company Division of Cardiovascular Surgery icon location University of Pennsylvania icon location Writing code in an effort to understand cardiovascular disease. Cardiac Surgery resident at the University of Pennsylvania

Results 3 issues of Rohan Shad, MD

Thoughts about integration with pytorch-lightning?

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Great work here havakv, looks really modular and well thought out. I'm interested in using some of the time-to-event tools here with high dimensional imaging inputs. I've been building up...

Lightning example for CoxPH loss

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Minimal example of CoxPH loss working with pytorch lightning in `lightning_coxph.py.` I've separately built this into my other scripts with integration within the torch lightning test step logic for easier...

Regression with video transformer?

Do I need to edit the BNClassifier class for regression problems? Training with mse loss and sgd set to 1e-3 doesn't converge but I can't intuitively work out why