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.CV2025

Information-driven Fusion of Pathology Foundation Models for Enhanced Disease Characterization

Brennan Flannery, Thomas DeSilvio, Jane Nguyen +1

Foundation models (FMs) have demonstrated strong performance across diverse pathology tasks. While there are similarities in the pre-training objectives of FMs, there is still limi…

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)…