CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80

23 December 2020

Papers citing "CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80"

50 / 59 papers shown

Title
Zero-shot Monocular Metric Depth for Endoscopic Images Nicolas Toussaint Emanuele Colleoni Ricardo Sánchez-Matilla Joshua Sutcliffe Vanessa Thompson Muhammad Asad I. Luengo Danail Stoyanov MedIm MDE 20 0 0 23 Sep 2025
EyePCR: A Comprehensive Benchmark for Fine-Grained Perception, Knowledge Comprehension and Clinical Reasoning in Ophthalmic Surgery Gui Wang Yang Wennuo Xusen Ma Zehao Zhong Zhuoru Wu Ende Wu Rong Qu W. Cheah Jianfeng Ren Linlin Shen 0 0 0 19 Sep 2025
ROBUST-MIPS: A Combined Skeletal Pose and Instance Segmentation Dataset for Laparoscopic Surgical Instruments Zhe Han Charlie Budd Gongyu Zhang Huanyu Tian Christos Bergeles Tom Vercauteren 28 0 0 27 Aug 2025
OctreeNCA: Single-Pass 184 MP Segmentation on Consumer Hardware Nick Lemke John Kalkhof Niklas Babendererde Anirban Mukhopadhyay 32 0 0 09 Aug 2025
Surgical Foundation Model Leveraging Compression and Entropy Maximization for Image-Guided Surgical Assistance Lianhao Yin O. Meireles Guy Rosman Daniela Rus 73 0 0 16 May 2025
Uncertainty Quantification for Machine Learning in Healthcare: A Survey L. J. L. Lopez Shaza Elsharief Dhiyaa Al Jorf Firas Darwish Congbo Ma Farah E. Shamout 680 1 0 04 May 2025
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections Max Kirchner Alexander C. Jenke S. Bodenstedt Fiona Kolbinger Oliver Saldanha Jakob N. Kather M. Wagner Stefanie Speidel FedML MedIm 216 1 0 23 Apr 2025
Parsimonious Dataset Construction for Laparoscopic Cholecystectomy Structure Segmentation Yuning Zhou H. Badgery Matthew Read James Bailey Catherine E. Davey 65 0 0 17 Apr 2025
CoSimGen: Controllable Diffusion Model for Simultaneous Image and Mask Generation Rupak Bose C. Nwoye Aditya Bhat N. Padoy DiffM MedIm 160 0 0 25 Mar 2025
EgoSurgery-HTS: A Dataset for Egocentric Hand-Tool Segmentation in Open Surgery Videos Nathan Darjana Ryo Fujii Hideo Saito Hiroki Kajita 146 0 0 24 Mar 2025
SurgiSAM2: Fine-tuning a foundational model for surgical video anatomy segmentation and detection Devanish N. Kamtam Joseph B. Shrager Satya Deepya Malla Xiaohan Wang Nicole Lin Juan J. Cardona Serena Yeung-Levy Clarence Hu VLM 95 2 0 05 Mar 2025
One Patient's Annotation is Another One's Initialization: Towards Zero-Shot Surgical Video Segmentation with Cross-Patient Initialization Seyed Amir Mousavi Utku Ozbulak Francesca Tozzi Nikdokht Rashidian W. Willaert J. Vankerschaver W. D. Neve 105 0 0 04 Mar 2025
Revisiting the Evaluation Bias Introduced by Frame Sampling Strategies in Surgical Video Segmentation Using SAM2 Utku Ozbulak Seyed Amir Mousavi Francesca Tozzi Nikdokht Rashidian W. Willaert W. D. Neve J. Vankerschaver 113 0 0 28 Feb 2025
Slot-BERT: Self-supervised Object Discovery in Surgical Video Guiqiu Liao M. Jogan Marcel Hussing Kenta Nakahashi Kazuhiro Yasufuku Amin Madani Eric Eaton Daniel A. Hashimoto 599 1 0 21 Jan 2025
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation Yannik Frisch Christina Bornberg Moritz Fuchs Anirban Mukhopadhyay MedIm 120 0 0 18 Jan 2025
Expanded Comprehensive Robotic Cholecystectomy Dataset (CRCD) K. Oh Leonardo Borgioli Alberto Mangano Valentina Valle Marco Di Pangrazio ... Luciano Ambrosini Alvaro Ducas Milos Zefran Liaohai Chen P. Giulianotti 161 1 0 16 Dec 2024
AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation Mingyu Sheng Jianan Fan Dongnan Liu Ron Kikinis Weidong Cai 123 0 0 06 Nov 2024
Surgical-LLaVA: Toward Surgical Scenario Understanding via Large Language and Vision Models Juseong Jin Chang Wook Jeong 106 5 0 13 Oct 2024
A Bayesian Approach to Weakly-supervised Laparoscopic Image Segmentation Zhou Zheng Y. Hayashi M. Oda T. Kitasaka K. Mori UQCV 70 1 0 11 Oct 2024
Learning-Based Autonomous Navigation, Benchmark Environments and Simulation Framework for Endovascular Interventions Lennart Karstensen Harry Robertshaw Johannes Hatzl Benjamin Jackson Jens Langejürgen ... Christian Uhl S. M. Hadi Sadati Thomas C Booth Christos Bergeles Franziska Mathis-Ullrich 89 4 0 02 Oct 2024
Revisiting Surgical Instrument Segmentation Without Human Intervention: A Graph Partitioning View Mingyu Sheng Jianan Fan Dongnan Liu Ron Kikinis Weidong Cai 129 3 0 27 Aug 2024
SurgicaL-CD: Generating Surgical Images via Unpaired Image Translation with Latent Consistency Diffusion Models Danush Kumar Venkatesh Dominik Rivoir Micha Pfeiffer Stefanie Speidel MedIm 150 4 0 19 Aug 2024
S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation Jay N. Paranjape S. Sikder S. Swaroop Vedula Vishal M. Patel VLM MedIm 117 6 0 12 Aug 2024
Rethinking RGB-D Fusion for Semantic Segmentation in Surgical Datasets Muhammad Abdullah Jamal Omid Mohareri 125 3 0 29 Jul 2024
Exploring the Effect of Dataset Diversity in Self-Supervised Learning for Surgical Computer Vision Tim J. M. Jaspers Ronald L.P.D. de Jong Yasmina Alkhalil Tijn Zeelenberg C. H. Kusters ... Franciscus Hendericus Aäron Bakker J P Ruurda Willem M. Brinkman Peter H. N. de With Fons van der Sommen 146 6 0 25 Jul 2024
Disentangling spatio-temporal knowledge for weakly supervised object detection and segmentation in surgical video Guiqiu Liao M. Jogan Sai Koushik Eric Eaton Daniel A. Hashimoto VOS 156 3 0 22 Jul 2024
CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic Surgery Oluwatosin O. Alabi K. Toe Zijian Zhou Charlie Budd Nicholas Raison Miaojing Shi Tom Vercauteren ISeg 168 4 0 23 Jun 2024
DDA: Dimensionality Driven Augmentation Search for Contrastive Learning in Laparoscopic Surgery Yuning Zhou H. Badgery Matthew Read James Bailey Catherine E. Davey 104 2 0 03 Jun 2024
Interactive Generation of Laparoscopic Videos with Diffusion Models Ivan Iliash Simeon Allmendinger Felix Meissen Niklas Kühl Daniel Rückert MedIm VGen 146 7 0 23 Apr 2024
Instrument-tissue Interaction Detection Framework for Surgical Video Understanding Wenjun Lin Yan Hu Huazhu Fu Mingming Yang Chin-Boon Chng Ryo Kawasaki Cheekong Chui Jiang-Dong Liu 176 6 0 30 Mar 2024
Neural Fields for 3D Tracking of Anatomy and Surgical Instruments in Monocular Laparoscopic Video Clips Beerend G. A. Gerats J. Wolterink Seb P. Mol I. A. Broeders 95 2 0 28 Mar 2024
Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation Marcos Fernández-Rodríguez Bruno Silva Sandro Queirós Helena R. Torres Bruno Oliveira Pedro Morais L. R. Buschle Jorge Correia-Pinto Estevão Lima João L. Vilaça 64 1 0 15 Mar 2024
Augmenting Efficient Real-time Surgical Instrument Segmentation in Video with Point Tracking and Segment Anything Zijian Wu Adam Schmidt Peter Kazanzides Septimiu E. Salcudean 119 5 0 12 Mar 2024
General surgery vision transformer: A video pre-trained foundation model for general surgery Samuel Schmidgall Ji Woong Kim Jeffery Jopling Axel Krieger ViT MedIm 176 13 0 09 Mar 2024
Surgment: Segmentation-enabled Semantic Search and Creation of Visual Question and Feedback to Support Video-Based Surgery Learning Jingying Wang Haoran Tang Taylor Kantor Tandis Soltani Vitaliy Popov Xu Wang MedIm 125 8 0 27 Feb 2024
Multitask Learning in Minimally Invasive Surgical Vision: A Review Oluwatosin O. Alabi Tom Vercauteren Miaojing Shi 119 7 0 16 Jan 2024
General-purpose foundation models for increased autonomy in robot-assisted surgery Samuel Schmidgall Ji Woong Kim Alan Kuntz A. Ghazi Axel Krieger MedIm 114 17 0 01 Jan 2024
Advancing Surgical VQA with Scene Graph Knowledge Kun Yuan Manasi Kattel Joël L. Lavanchy Nassir Navab V. Srivastav N. Padoy 167 31 0 15 Dec 2023
CholecTrack20: A Multi-Perspective Tracking Dataset for Surgical Tools C. Nwoye K. Elgohary Anvita Srinivas Fauzan Zaid Joël L. Lavanchy N. Padoy 109 5 0 12 Dec 2023
Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning Aditya Murali Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter N. Padoy MedIm 89 15 0 11 Dec 2023
Navigating the Synthetic Realm: Harnessing Diffusion-based Models for Laparoscopic Text-to-Image Generation Simeon Allmendinger Patrick Hemmer Moritz Queisner Igor Sauer Leopold Muller Johannes Jakubik Michael Vossing Niklas Kühl MedIm 85 7 0 05 Dec 2023
Comprehensive Robotic Cholecystectomy Dataset (CRCD): Integrating Kinematics, Pedal Signals, and Endoscopic Videos K. Oh Leonardo Borgioli Alberto Mangano Valentina Valle Marco Di Pangrazio ... Luciano Ambrosini Alvaro Ducas Milos Zefran Liaohai Chen P. Giulianotti 75 6 0 02 Dec 2023
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization Hongzheng Yang Cheng Chen Yueyao Chen Markus Scheppach Hon-Chi Yip Qi Dou EDL UQCV 88 10 0 05 Nov 2023
A Framework For Automated Dissection Along Tissue Boundary K. Oh Leonardo Borgioli Milos Zefran Liaohai Chen P. Giulianotti 97 7 0 14 Oct 2023
A Foundation Model for General Moving Object Segmentation in Medical Images Zhongnuo Yan Tong Han Yuhao Huang Lian Liu Han Zhou Jiongquan Chen Wenlong Shi Yan Cao Xin Yang Dong Ni MedIm 148 4 0 29 Sep 2023
Automated Assessment of Critical View of Safety in Laparoscopic Cholecystectomy Yunfan Li Himanshu Gupta Haibin Ling I. Ramakrishnan Prateek Prasanna Georgios Georgakis Aaron Sasson 84 6 0 13 Sep 2023
Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical Applications Danush Kumar Venkatesh Dominik Rivoir Micha Pfeiffer Fiona Kolbinger Marius Distler Jürgen Weitz Stefanie Speidel MedIm 139 12 0 06 Sep 2023
Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery Hongqiu Wang Lei Zhu Guang Yang Yi-Ting Guo Shenmin Zhang Bo Xu Yueming Jin VOS 90 0 0 18 Aug 2023
Follow Anything: Open-set detection, tracking, and following in real-time Alaa Maalouf Ninad Jadhav Krishna Murthy Jatavallabhula Makram Chahine Daniel M.Vogt Robert J. Wood Antonio Torralba Daniela Rus 146 32 0 10 Aug 2023
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation Jay N. Paranjape Nithin Gopalakrishnan Nair S. Sikder S. Vedula Vishal M. Patel MedIm 111 51 0 07 Aug 2023