2 papers
cs.CV2025
Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design
Vasudev Sharma, Ahmed Alagha, Abdelhakim Khellaf +2
Vision-language models (VLMs) have gained significant attention in computational pathology due to their multimodal learning capabilities that enhance big-data analytics of giga-pix…
eess.IV2024
Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology Diagnostics
Cassandre Notton, Vasudev Sharma, Vincent Quoc-Huy Trinh +4
Colorectal cancer (CRC) is one of the few cancers that have an established dysplasia-carcinoma sequence that benefits from screening. Everyone over 50 years of age in Canada is eli…