Maya Zohar

3 papers · 2020–2022 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

MIDL (2) MLHC (1)

Top co-authors

Dotan Asselmann (3) Omri Bar (3) Daniel Neimark (3) Gregory D. Hager (2) Yariv Colbeci (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Computer Vision (2) Learning Paradigms (2) Learning Types · Machine Learning (2) Processing (2) Deep Learning (1) Analysis (1) Core AI (1) Core Methods (1) Domain-Specific (1) Learning Types · Deep Learning (1)

Keywords

time series analysis (1) semi-supervised learning (1) transfer learning (1) multi-instance learning (1) self-supervised learning (1) attention mechanism (1) laparoscopic surgery (1) surgical video (1) surgical step recognition (1) sequence sorting (1) surgical video analysis (1) segment detection (1) out-of-body detection (1) video anonymization (1) time-series adaptation network (1) workflow recognition (1) critical view of safety (1) laparoscopic cholecystectomy (1)

Papers

A Multi Instance Learning Approach for Critical View of Safety Detection in Laparoscopic Cholecystectomy MLHC 2022 “Train one, Classify one, Teach one” - Cross-surgery transfer learning for surgical step recognition MIDL 2021 Accurate Detection of Out of Body Segments in Surgical Video using Semi-Supervised Learning MIDL 2020