2 papers
cs.CV2026
From Classification to Localization and Clinical Validation: Large-Scale Development of a Deep Learning System for Thoracic Disease Detection on Chest Radiographs in Thailand
Isarun Chamveha, Tretap Promwiset, Napat Wanchaitanawong +3
Chest radiography (CXR) remains the most widely used thoracic imaging modality, yet expert interpretation is constrained by a severe shortage of radiologists in Thailand and across…
eess.IV2025
Deep Learning-Based Breast Cancer Detection in Mammography: A Multi-Center Validation Study in Thai Population
Isarun Chamveha, Supphanut Chaiyungyuen, Sasinun Worakriangkrai +12
This study presents a deep learning system for breast cancer detection in mammography, developed using a modified EfficientNetV2 architecture with enhanced attention mechanisms. Th…