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CataractCompDetect: Intraoperative Complication Detection in Cataract Surgery
Bhuvan Sachdeva, Sneha Kumari, Rudransh Agarwal +8
Cataract surgery is one of the most commonly performed surgeries worldwide, yet intraoperative complications such as iris prolapse, posterior capsule rupture (PCR), and vitreous lo…
Weakly Supervised Segmentation of Hyper-Reflective Foci with Compact Convolutional Transformers and SAM2
Olivier Morelle, Justus Bisten, Maximilian W. M. Wintergerst +2
Weakly supervised segmentation has the potential to greatly reduce the annotation effort for training segmentation models for small structures such as hyper-reflective foci (HRF) i…
Phase-Informed Tool Segmentation for Manual Small-Incision Cataract Surgery
Bhuvan Sachdeva, Naren Akash, Tajamul Ashraf +6
Cataract surgery is the most common surgical procedure globally, with a disproportionately higher burden in developing countries. While automated surgical video analysis has been e…
Multi-Scale Anisotropic Fourth-Order Diffusion Improves Ridge and Valley Localization
Shekoufeh Gorgi Zadeh, Stephan Didas, Maximilian W. M. Wintergerst +1
Ridge and valley enhancing filters are widely used in applications such as vessel detection in medical image computing. When images are degraded by noise or include vessels at diff…