most citedA Pre-trained Foundation Model Framework for Multiplanar MRI Classification of Extramural Vascular Invasion and Mesorectal Fascia Invasion in Rectal Cancer

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cs.CV2026

Robust Multicentre Detection and Classification of Colorectal Liver Metastases on CT: Application of Foundation Models

Shruti Atul Mali, Zohaib Salahuddin, Yumeng Zhang +10

Colorectal liver metastases (CRLM) are a major cause of cancer-related mortality, and reliable detection on CT remains challenging in multi-centre settings. We developed a foundati…

cs.CV2025

Consensus in the Parliament of AI: Harmonized Multi-Region CT-Radiomics and Foundation-Model Signatures for Multicentre NSCLC Risk Stratification

Shruti Atul Mali, Zohaib Salahuddin, Danial Khan +13

Purpose: This study evaluates the impact of harmonization and multi-region feature integration on survival prediction in non-small cell lung cancer (NSCLC) patients. We assess the…