3 papers
cs.CV2026
Secure-by-Disguise: A Systematic Evaluation of Image Disguising for Confidential Medical Image Modeling
Jason Rojas, Jiajie He, Yash Patel +3
Cloud-based deep learning enables large-scale medical image analysis but raises significant privacy concerns when sensitive patient images are outsourced for model development. Ima…
cs.CV2025
A Deep Learning Approach to Teeth Segmentation and Orientation from Panoramic X-rays
Mou Deb, Madhab Deb, Mrinal Kanti Dhar
Accurate teeth segmentation and orientation are fundamental in modern oral healthcare, enabling precise diagnosis, treatment planning, and dental implant design. In this study, we…
eess.IV2024
Wound Tissue Segmentation in Diabetic Foot Ulcer Images Using Deep Learning: A Pilot Study
Mrinal Kanti Dhar, Chuanbo Wang, Yash Patel +5
Identifying individual tissues, so-called tissue segmentation, in diabetic foot ulcer (DFU) images is a challenging task and little work has been published, largely due to the limi…