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cs.CV2022★ 1 cited
Crowd Source Scene Change Detection and Local Map Update
Itzik Wilf, Nati Daniel, Lin Manqing +4
As scene changes with time map descriptors become outdated, affecting VPS localization accuracy. In this work, we propose an approach to detect structural and texture scene changes…
cs.CV2021★ 1 cited
PECNet: A Deep Multi-Label Segmentation Network for Eosinophilic Esophagitis Biopsy Diagnostics
Nati Daniel, Ariel Larey, Eliel Aknin +9
Background. Eosinophilic esophagitis (EoE) is an allergic inflammatory condition of the esophagus associated with elevated numbers of eosinophils. Disease diagnosis and monitoring…
cs.CV2021
Machine learning approach for biopsy-based identification of eosinophilic esophagitis reveals importance of global features
Tomer Czyzewski, Nati Daniel, Mark Rochman +5
Goal: Eosinophilic esophagitis (EoE) is an allergic inflammatory condition characterized by eosinophil accumulation in the esophageal mucosa. EoE diagnosis includes a manual assess…