3 papers
cs.CV2026
OraRefer: Segmentation-Guided Multi-Photograph Fusion for Oral Cancer Screening with Guaranteed Patient-Level Sensitivity
Rupam Mukherjee, Mehakdeep Singh, Shirin Dasgupta +1
Oral cancer and the oral potentially malignant disorders (OPMD) that can precede it are visible on the oral mucosa, which makes smartphone photographs a promising tool for screenin…
eess.IV2025
RAA-MIL: A Novel Framework for Classification of Oral Cytology
Rupam Mukherjee, Rajkumar Daniel, Soujanya Hazra +2
Cytology is a valuable tool for early detection of oral squamous cell carcinoma (OSCC). However, manual examination of cytology whole slide images (WSIs) is slow, subjective, and d…
eess.IV2025
Uncertainty-Aware Multimodal Fusion for Oral Lesion Classification
Soujanya Hazra, Rupam Mukherjee, Rajkumar Daniel +2
Early detection of oral cancer and potentially malignant diseases is a major challenge in low-resource settings due to the scarcity of annotated data. We provide a unified approach…