Your mugshot

Vishal Jain

vj2212

  •  United Kingdom
  •  University of Imperial
  •  Computing
Statistics
  • Member for 1 year, 2 months
  • 17 challenge submissions

Activity Overview

MONKEY Logo
MONKEY challenge: Detection of inflammation in kidney biopsies
Challenge User

MONKEY (Machine-learning for Optimal detection of iNflammatory cells in KidnEY)

REG2025 Logo
REport Generation in pathology using Pan-Asia Giga-pixel WSIs
Challenge User

This project focuses on advancing automated pathology report generation using vision-language foundation models. It addresses the limitations of traditional NLP metrics (e.g., BLEU, METEOR, ROUGE) by emphasizing clinically relevant evaluation. The initiative includes standardized datasets, expert comparisons, and medical-domain-specific metrics to assess model performance. It also explores the integration of generated reports into diagnostic workflows with clinical feedback. To support fairness and generalizability, the challenge dataset comprises ~20,500 cases from six medical centers in Korea, Japan, India, Turkey, and Germany, promoting multicultural and multiethnic medical AI development.