2 papers
cs.CV2023
SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology
Dinkar Juyal, Siddhant Shingi, Syed Ashar Javed +6
Multiple Instance learning (MIL) models have been extensively used in pathology to predict biomarkers and risk-stratify patients from gigapixel-sized images. Machine learning probl…
stat.ME2021
Interpretability of Epidemiological Models : The Curse of Non-Identifiability
Ayush Deva, Siddhant Shingi, Avtansh Tiwari +5
Interpretability of epidemiological models is a key consideration, especially when these models are used in a public health setting. Interpretability is strongly linked to the iden…