research
∙
07/17/2023
CohortFinder: an open-source tool for data-driven partitioning of biomedical image cohorts to yield robust machine learning models
Batch effects (BEs) refer to systematic technical differences in data co...
share
research
∙
04/06/2023
Multi-task learning for tissue segmentation and tumor detection in colorectal cancer histology slides
Automating tissue segmentation and tumor detection in histopathology ima...
research
∙
01/03/2023
Fine-Grained Hard Negative Mining: Generalizing Mitosis Detection with a Fifth of the MIDOG 2022 Dataset
Making histopathology image classifiers robust to a wide range of real-w...
research
∙
03/01/2022
Towards IID representation learning and its application on biomedical data
Due to the heterogeneity of real-world data, the widely accepted indepen...
research
∙
01/15/2022
Automated causal inference in application to randomized controlled clinical trials
Randomized controlled trials (RCTs) are considered as the gold standard ...
research
∙
09/02/2021
