DeepPhase: Surgical Phase Recognition in CATARACTS Videos

17 July 2018

Odysseas Zisimopoulos

Danail Stoyanov

Papers citing "DeepPhase: Surgical Phase Recognition in CATARACTS Videos"

45 / 45 papers shown

Title
Surgeons vs. Computer Vision: A comparative analysis on surgical phase recognition capabilities Marco Mezzina Pieter De Backer Tom Vercauteren Matthew B. Blaschko Alexandre Mottrie Tinne Tuytelaars 52 0 0 26 Apr 2025
SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline Inference Zhen Chen Xingjian Luo Jinlin Wu Long Bai Zhen Lei Hongliang Ren Sebastien Ourselin Hongbin Liu 153 1 0 17 Feb 2025
SURGIVID: Annotation-Efficient Surgical Video Object Discovery Çağhan Köksal Ghazal Ghazaei Nassir Navab 63 1 0 12 Sep 2024
Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resections with Pringle Maneuver Diandian Guo Weixin Si Zhixi Li Jialun Pei Pheng-Ann Heng 67 4 0 20 Aug 2024
Robust Surgical Phase Recognition From Annotation Efficient Supervision Or Rubin S. Laufer 61 0 0 26 Jun 2024
Pixel-Wise Recognition for Holistic Surgical Scene Understanding Nicolás Ayobi Santiago Rodríguez Alejandra Pérez Isabela Hernández Nicolás Aparicio ... Sebastián Pena J. Santander J. Caicedo Nicolás Fernández Pablo Arbelaez ViT MedIm 91 13 0 20 Jan 2024
SurgPLAN: Surgical Phase Localization Network for Phase Recognition Xingjian Luo You Pang Zhen Chen Jinlin Wu Zongmin Zhang Zhen Lei Hongbin Liu 66 8 0 16 Nov 2023
IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting Tim J. Schoonbeek Tim Houben H. Onvlee Peter H. N. de With Fons van der Sommen 115 24 0 26 Oct 2023
Dynamic Scene Graph Representation for Surgical Video Felix Holm Ghazal Ghazaei Tobias Czempiel Ege Özsoy Stefan Saur Nassir Navab MedIm 64 16 0 25 Sep 2023
Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos Jay N. Paranjape S. Sikder Vishal M. Patel S. Vedula 57 2 0 31 Jul 2023
GLSFormer: Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos Nisarg A. Shah S. Sikder S. Vedula Vishal M. Patel ViT MedIm 85 7 0 20 Jul 2023
Surgical Phase and Instrument Recognition: How to identify appropriate Dataset Splits Georgii Kostiuchik Lalith Sharan Benedikt Mayer I. Wolf B. Preim Sandy Engelhardt 58 5 0 29 Jun 2023
Pelphix: Surgical Phase Recognition from X-ray Images in Percutaneous Pelvic Fixation Benjamin Killeen Han-shen Zhang J. Mangulabnan Mehran Armand R. Taylor Greg Osgood Mathias Unberath MedIm 59 9 0 18 Apr 2023
Weakly Supervised Temporal Convolutional Networks for Fine-grained Surgical Activity Recognition Sanat Ramesh Diego DallÁlba Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux Paolo Fiorini N. Padoy MedIm 60 3 0 21 Feb 2023
Latent Graph Representations for Critical View of Safety Assessment Aditya Murali Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter N. Padoy MedIm 121 24 0 08 Dec 2022
Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness Ya-Hsin Cheng Lihao Liu Shujun Wang Yueming Jin Carola-Bibiane Schönlieb Angelica I. Aviles-Rivero 62 7 0 18 Sep 2022
ARST: Auto-Regressive Surgical Transformer for Phase Recognition from Laparoscopic Videos Xiaoyang Zou Wenyong Liu Junchen Wang R. Tao G. Zheng MedIm 48 13 0 02 Sep 2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision Sanat Ramesh V. Srivastav Deepak Alapatt Tong Yu Aditya Murali ... Saurav Sharma A. Fleurentin Georgios Exarchakis Alexandros Karargyris N. Padoy 129 46 0 01 Jul 2022
PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis Kubilay Can Demir M. May A. Schmid M. Uder Katharina Breininger Tobias Weise Andreas Maier Seung Hee Yang 16 4 0 24 Jun 2022
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition C. Nwoye Deepak Alapatt Tong Yu Armine Vardazaryan Fangfang Xia ... Didier Mutter Pietro Mascagni B. Seeliger Cristians Gonzalez N. Padoy 60 53 0 10 Apr 2022
On the Pitfalls of Batch Normalization for End-to-End Video Learning: A Study on Surgical Workflow Analysis Dominik Rivoir Isabel Funke Stefanie Speidel 98 19 0 15 Mar 2022
Human Gaze Guided Attention for Surgical Activity Recognition Abdishakour Awale Duygu Sarikaya 43 0 0 09 Mar 2022
Exploring Segment-level Semantics for Online Phase Recognition from Surgical Videos Xinpeng Ding Xiaomeng Li 98 36 0 22 Nov 2021
Open surgery tool classification and hand utilization using a multi-camera system Kristina Basiev Adam Goldbraikh C. Pugh S. Laufer 55 7 0 11 Nov 2021
Workflow Augmentation of Video Data for Event Recognition with Time-Sensitive Neural Networks Andreas Wachter Werner Nahm 26 0 0 30 Sep 2021
DeepPyram: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Klaus Schoeffmann 63 12 0 11 Sep 2021
Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos C. Nwoye Tong Yu Cristians Gonzalez B. Seeliger Pietro Mascagni Didier Mutter J. Marescaux N. Padoy 77 141 0 07 Sep 2021
Effective semantic segmentation in Cataract Surgery: What matters most? Theodoros Pissas Claudio S. Ravasio L. Cruz Christos Bergeles 63 23 0 13 Aug 2021
LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery Videos Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Y. El-Shabrawi Klaus Schoeffmann 77 17 0 02 Jul 2021
CataNet: Predicting remaining cataract surgery duration Andrés Marafioti Michael Hayoz Mathias Gallardo Pablo Márquez-Neila Sebastian Wolf M. Zinkernagel Raphael Sznitman 55 15 0 21 Jun 2021
Relevance Detection in Cataract Surgery Videos by Spatio-Temporal Action Localization Negin Ghamsarian M. Taschwer Doris Putzgruber-Adamitsch Stephanie Sarny Klaus Schoeffmann 47 16 0 29 Apr 2021
Temporal Memory Relation Network for Workflow Recognition from Surgical Video Yueming Jin Yonghao Long Cheng Chen Zixu Zhao Qi Dou Pheng-Ann Heng 94 92 0 30 Mar 2021
Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer Xiaojie Gao Yueming Jin Yonghao Long Qi Dou Pheng-Ann Heng MedIm 101 111 0 17 Mar 2021
Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge Aneeq Zia Kiran D. Bhattacharyya Xi Liu Ziheng Wang S. Kondo ... Raabid Hussain Lena Maier-Hein Danail Stoyanov Stefanie Speidel A. Jarc 86 20 0 26 Feb 2021
"Train one, Classify one, Teach one" -- Cross-surgery transfer learning for surgical step recognition Daniel Neimark Omri Bar Maya Zohar Gregory Hager Dotan Asselmann 55 14 0 24 Feb 2021
Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures Sanat Ramesh Diego DallÁlba Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux Paolo Fiorini N. Padoy 80 69 0 24 Feb 2021
Aggregating Long-Term Context for Learning Laparoscopic and Robot-Assisted Surgical Workflows Yutong Ban Guy Rosman Thomas M. Ward Daniel A. Hashimoto Taisei Kondo Hidekazu Iwaki O. Meireles Daniela Rus 92 19 0 01 Sep 2020
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets C. Nwoye Cristians Gonzalez Tong Yu Pietro Mascagni Didier Mutter J. Marescaux N. Padoy 79 82 0 10 Jul 2020
TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks Tobias Czempiel Magdalini Paschali Matthias Keicher Walter Simson H. Feußner S. T. Kim Nassir Navab 91 186 0 24 Mar 2020
Automatic Gesture Recognition in Robot-assisted Surgery with Reinforcement Learning and Tree Search Xiaojie Gao Yueming Jin Qi Dou Pheng-Ann Heng 62 50 0 20 Feb 2020
Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis Yueming Jin Huaxia Li Qi Dou Hao Chen J. Qin Chi-Wing Fu Pheng-Ann Heng 74 177 0 13 Jul 2019
CaDIS: Cataract Dataset for Image Segmentation Félix Fuentes-Hurtado Evangello Flouty A. Kadkhodamohammadi G. Quellec H. Taleb S. Barbarisi Imanol Luengo Danail Stoyanov 86 38 0 27 Jun 2019
Hierarchical method for cataract grading based on retinal images using improved Haar wavelet Lvchen Cao Huiqi Li Yanjun Zhang Liang Xu Li Zhang 20 73 0 02 Apr 2019
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos C. Nwoye Didier Mutter J. Marescaux N. Padoy 90 123 0 04 Dec 2018
Active Learning using Deep Bayesian Networks for Surgical Workflow Analysis S. Bodenstedt Dominik Rivoir L. Mündermann M. Wagner Michael Breucha Beat Müller-Stich S. T. Mees Jürgen Weitz Stefanie Speidel 84 45 0 08 Nov 2018