research
∙
04/01/2023
Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision
Prostate cancer is one of the leading causes of cancer-related death in ...
share
research
∙
08/24/2022
Contrastive learning-based pretraining improves representation and transferability of diabetic retinopathy classification models
Self supervised contrastive learning based pretraining allows developmen...
research
∙
02/02/2021
Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation
Suboptimal generalization of machine learning models on unseen data is a...
research
∙
10/15/2020
Data Valuation for Medical Imaging Using Shapley Value: Application on A Large-scale Chest X-ray Dataset
The reliability of machine learning models can be compromised when train...
research
∙
02/12/2020