{"total":47,"rows":[{"id":"2109.03223","title":"Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos","created":"2021-09-07","cited_by_count":141,"area":null},{"id":"2103.09712","title":"Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer","created":"2021-03-17","cited_by_count":94,"area":null},{"id":"2103.16327","title":"Temporal Memory Relation Network for Workflow Recognition from Surgical Video","created":"2021-03-30","cited_by_count":66,"area":null},{"id":"2401.11174","title":"Pixel-Wise Recognition for Holistic Surgical Scene Understanding","created":"2024-01-20","cited_by_count":49,"area":null},{"id":"2207.00449","title":"Dissecting Self-Supervised Learning Methods for Surgical Computer Vision","created":"2022-07-01","cited_by_count":48,"area":null},{"id":"2310.17323","title":"IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting","created":"2023-10-26","cited_by_count":48,"area":null},{"id":"2204.04746","title":"CholecTriplet2021: A benchmark challenge for surgical action triplet recognition","created":"2022-04-10","cited_by_count":44,"area":null},{"id":"2102.12218","title":"Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures","created":"2021-02-24","cited_by_count":42,"area":null},{"id":"2212.04155","title":"Latent Graph Representations for Critical View of Safety Assessment","created":"2022-12-08","cited_by_count":37,"area":null},{"id":"2111.11044","title":"Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos","created":"2021-11-22","cited_by_count":23,"area":null},{"id":"2309.14538","title":"Dynamic Scene Graph Representation for Surgical Video","created":"2023-09-25","cited_by_count":21,"area":null},{"id":"2312.12429","title":"The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and Benchmark","created":"2023-12-19","cited_by_count":21,"area":null},{"id":"2203.07976","title":"On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis","created":"2022-03-15","cited_by_count":19,"area":null},{"id":"2104.14280","title":"Relevance Detection in Cataract Surgery Videos by Spatio-Temporal Action Localization","created":"2021-04-29","cited_by_count":15,"area":null},{"id":"2106.11048","title":"CataNet: Predicting remaining cataract surgery duration","created":"2021-06-21","cited_by_count":15,"area":null},{"id":"2107.00875","title":"LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery Videos","created":"2021-07-02","cited_by_count":15,"area":null},{"id":"2102.13644","title":"Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge","created":"2021-02-26","cited_by_count":14,"area":null},{"id":"2311.09965","title":"SurgPLAN: Surgical Phase Localization Network for Phase Recognition","created":"2023-11-16","cited_by_count":12,"area":null},{"id":"2408.10538","title":"Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resections with Pringle Maneuver","created":"2024-08-20","cited_by_count":12,"area":null},{"id":"2108.06119","title":"Effective semantic segmentation in Cataract Surgery: What matters most?","created":"2021-08-13","cited_by_count":11,"area":null},{"id":"2304.09285","title":"Pelphix: Surgical Phase Recognition from X-ray Images in Percutaneous Pelvic Fixation","created":"2023-04-18","cited_by_count":8,"area":null},{"id":"2207.01453","title":"DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos","created":"2022-07-04","cited_by_count":7,"area":null},{"id":"2209.01148","title":"ARST: Auto-Regressive Surgical Transformer for Phase Recognition from Laparoscopic Videos","created":"2022-09-02","cited_by_count":6,"area":null},{"id":"2302.10834","title":"Weakly Supervised Temporal Convolutional Networks for Fine-grained Surgical Activity Recognition","created":"2023-02-21","cited_by_count":5,"area":null},{"id":"2307.11081","title":"GLSFormer: Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos","created":"2023-07-20","cited_by_count":5,"area":null},{"id":"2102.12308","title":"\"Train one, Classify one, Teach one\" -- Cross-surgery transfer learning for surgical step recognition","created":"2021-02-24","cited_by_count":4,"area":null},{"id":"2111.06098","title":"Open surgery tool classification and hand utilization using a multi-camera system","created":"2021-11-11","cited_by_count":4,"area":null},{"id":"2209.08647","title":"Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness","created":"2022-09-18","cited_by_count":4,"area":null},{"id":"2407.06795","title":"CycleSAM: Few-Shot Surgical Scene Segmentation with Cycle- and Scene-Consistent Feature Matching","created":"2024-07-09","cited_by_count":3,"area":null},{"id":"2206.12320","title":"PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis","created":"2022-06-24","cited_by_count":2,"area":null},{"id":"2308.04035","title":"Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos","created":"2023-07-31","cited_by_count":2,"area":null},{"id":"2409.12467","title":"SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline Inference","created":"2024-09-19","cited_by_count":2,"area":null},{"id":"2504.18954","title":"Surgeons vs. Computer Vision: A comparative analysis on surgical phase recognition capabilities","created":"2025-04-26","cited_by_count":2,"area":null},{"id":"2507.22059","title":"StepAL: Step-aware Active Learning for Cataract Surgical Videos","created":"2025-07-29","cited_by_count":2,"area":null},{"id":"2203.04752","title":"Human Gaze Guided Attention for Surgical Activity Recognition","created":"2022-03-09","cited_by_count":1,"area":null},{"id":"2306.16879","title":"Surgical Phase and Instrument Recognition: How to identify appropriate Dataset Splits","created":"2023-06-29","cited_by_count":1,"area":null},{"id":"2409.07801","title":"SURGIVID: Annotation-Efficient Surgical Video Object Discovery","created":"2024-09-12","cited_by_count":1,"area":null},{"id":"2502.03430","title":"A Temporal Convolutional Network-Based Approach and a Benchmark Dataset for Colonoscopy Video Temporal Segmentation","created":"2025-02-05","cited_by_count":1,"area":null},{"id":"2511.20525","title":"Mistake Attribution: Fine-Grained Mistake Understanding in Egocentric Videos","created":"2025-11-25","cited_by_count":1,"area":null},{"id":"2109.05352","title":"DeepPyram: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos","created":"2021-09-11","cited_by_count":0,"area":null},{"id":"2109.15063","title":"Workflow Augmentation of Video Data for Event Recognition with Time-Sensitive Neural Networks","created":"2021-09-30","cited_by_count":0,"area":null},{"id":"2312.05900","title":"Deep-Learning-Assisted Analysis of Cataract Surgery Videos","created":"2023-12-10","cited_by_count":0,"area":null},{"id":"2406.18481","title":"Robust Surgical Phase Recognition From Annotation Efficient Supervision","created":"2024-06-26","cited_by_count":0,"area":null},{"id":"2511.18968","title":"CataractCompDetect: Intraoperative Complication Detection in Cataract Surgery","created":"2025-11-24","cited_by_count":0,"area":null},{"id":"2603.21566","title":"CataractSAM-2: A Domain-Adapted Model for Anterior Segment Surgery Segmentation and Scalable Ground-Truth Annotation","created":"2026-03-23","cited_by_count":0,"area":null},{"id":"2605.26483","title":"Clinically-Grounded Counterfactual Reasoning for Medical Video Diagnosis","created":"2026-05-26","cited_by_count":0,"area":null},{"id":"2609.12409","title":"OphBiWSSD: Scaling Temporal Action Localization in Ophthalmic Surgeries with Bidirectional Weight-tied State Space Duality","created":"2026-09-11","cited_by_count":0,"area":null}],"next_cursor":null}