1 code implementation • 8 Oct 2023 • Raman Dutt, Ondrej Bohdal, Sotirios A. Tsaftaris, Timothy Hospedales
We demonstrate empirically that FairTune leads to improved fairness on a range of medical imaging datasets.
no code implementations • 14 May 2023 • Raman Dutt, Linus Ericsson, Pedro Sanchez, Sotirios A. Tsaftaris, Timothy Hospedales
We present a comprehensive evaluation of Parameter-Efficient Fine-Tuning (PEFT) techniques for diverse medical image analysis tasks.
no code implementations • 8 Feb 2022 • Jiwoong J. Jeong, Brianna L. Vey, Ananth Reddy, Thomas Kim, Thiago Santos, Ramon Correa, Raman Dutt, Marina Mosunjac, Gabriela Oprea-Ilies, Geoffrey Smith, Minjae Woo, Christopher R. McAdams, Mary S. Newell, Imon Banerjee, Judy Gichoya, Hari Trivedi
Developing and validating artificial intelligence models in medical imaging requires datasets that are large, granular, and diverse.