Enhancing Diagnosis through AI-driven Analysis of Reflectance Confocal Microscopy

no code implementations • 24 Apr 2024 • Hong-Jun Yoon, Chris Keum, Alexander Witkowski, Joanna Ludzik, Tracy Petrie, Heidi A. Hanson, Sancy A. Leachman

Reflectance Confocal Microscopy (RCM) is a non-invasive imaging technique used in biomedical research and clinical dermatology.

Topological Interpretability for Deep-Learning

1 code implementation • 15 May 2023 • Adam Spannaus, Heidi A. Hanson, Lynne Penberthy, Georgia Tourassi

We infer these features for a given label using a distance metric between probability measures, and demonstrate the stability of our method compared to the LIME and SHAP interpretability methods.

Decision Making Medical Diagnosis