Author

Falgun Shah

2 papers indexed here

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Open access Aug 2026

Unsupervised Single-Class Anomaly Detection in Rat Liver Using a Model of Normal Histomorphology.

An unsupervised, single-class anomaly detection approach based on a vision transformer architecture was developed to aid histopathology evaluation of rat liver from nonclinical toxicology studies. The approach was designed to detect any histopathology finding without requiring specific histopathology examples for train...

Thomas Forest, R. Amaravadi, Richard Baumgartner et al. · Toxicologic pathology (Print... · 0 citations

#artificial intelligence Preprint Oct 2026

Auditing Pairwise Equivalence Judgments: Self-Critique Effects and Diversity Measurement in Multi-Agent Hypothesis Generation

Multi-agent systems built on large language models (LLMs) are increasingly applied to scientific discovery and hypothesis generation. Both the effect of refinement and the diversity of the delivered set are hard to interpret before experimental ground truth exists, and both are typically reported by deciding whether pa...

Jiwan Byun, Anthony Hu, Jesse D. Rogers et al. · 0 citations