Author

Naisarg Patel

2 papers indexed here

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Jul 2026

GigaPath-Flash and GigaTIME-Flash: Efficient Pathology Foundation Models for Whole-Slide and Tumor Microenvironment Analysis

GigaPath-Flash and GigaTIME-Flash, efficient models for whole-slide pathology AI and spatial proteomics prediction, are introduced and all models and weights are released, providing accessible building blocks for computational pathology, immuno-oncology, and precision health.

N. Usuyama, Jeya Maria Jose Valanarasu, Si-Cong Yao et al. · arXiv.org · 0 citations

Open access Jul 2026

EMMA-STRAT: a multi-omics based machine learning framework for stratification of endometrial carcinoma molecular subtypes and MSI status

EMMA-STRAT provides an externally evaluated, research-grade computational framework for multi-omics molecular stratification of endometrial carcinoma and shows favorable discrimination and probability calibration relative to reference baselines, although calibration estimates for low-prevalence classes including POLE s...

Naisarg Patel, A. Salumets, V. Modhukur · BioData Mining · 1 citation