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cs.CV2026
CoDiR: Confidence-Guided Diffusion Refinement for Semi-Supervised Histopathology Segmentation
Hoai Nhan Pham, Dang-Nguyen Bui, Le-Van Thai +7
Semi-supervised histopathology segmentation is challenging due to scarce annotations and unreliable pseudo-labels in ambiguous gland regions. To address this problem, we propose Co…
cs.CV2025
Anatomical Attention Alignment representation for Radiology Report Generation
Quang Vinh Nguyen, Minh Duc Nguyen, Thanh Hoang Son Vo +2
Automated Radiology report generation (RRG) aims at producing detailed descriptions of medical images, reducing radiologists' workload and improving access to high-quality diagnost…
cs.CV2024
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic Model
Quang Vinh Nguyen, Thanh Hoang Son Vo, Sae-Ryung Kang +1
Automatic polyp segmentation is crucial for effective diagnosis and treatment in colonoscopy images. Traditional methods encounter significant challenges in accurately delineating…