most citedCohortFinder: an open-source tool for data-driven partitioning of biomedical image cohorts to yield robust machine learning models

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 1 cited

CohortFinder: an open-source tool for data-driven partitioning of biomedical image cohorts to yield robust machine learning models

Fan Fan, Georgia Martinez, Thomas Desilvio +10

Batch effects (BEs) refer to systematic technical differences in data collection unrelated to biological variations whose noise is shown to negatively impact machine learning (ML)…

eess.IV2023

Multi-task learning for tissue segmentation and tumor detection in colorectal cancer histology slides

Lydia A. Schoenpflug, Maxime W. Lafarge, Anja L. Frei +1

Automating tissue segmentation and tumor detection in histopathology images of colorectal cancer (CRC) is an enabler for faster diagnostic pathology workflows. At the same time it…