Title
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 36 0 0 14 May 2025
ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term Tracking Haofeng Liu Mingqi Gao Xuxiao Luo Ziyue Wang Guanyi Qin J. Wu Yueming Jin 32 0 0 13 May 2025
StereoMamba: Real-time and Robust Intraoperative Stereo Disparity Estimation via Long-range Spatial Dependencies X. Wang Jialang Xu S. Zhang Baoru Huang Danail Stoyanov E. Mazomenos Mamba 45 0 0 24 Apr 2025
Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation Xin Zhang Robby T. Tan Mamba 48 0 0 04 Apr 2025
EgoSurgery-HTS: A Dataset for Egocentric Hand-Tool Segmentation in Open Surgery Videos Nathan Darjana Ryo Fujii Hideo Saito Hiroki Kajita 49 0 0 24 Mar 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 52 0 0 17 Mar 2025
Instrument-Splatting: Controllable Photorealistic Reconstruction of Surgical Instruments Using Gaussian Splatting Shuojue Yang Zijian Wu Mingxuan Hong Qian Li Daiyun Shen Septimiu E. Salcudean Yueming Jin 3DGS 46 2 0 06 Mar 2025
Hierarchical Context Transformer for Multi-level Semantic Scene Understanding Luoying Hao Yan Hu Yang Yue Li Wu Huazhu Fu Jinming Duan Jiang Liu 59 0 0 24 Feb 2025
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review Devanish N. Kamtam Joseph B. Shrager Satya Deepya Malla Nicole Lin Juan J. Cardona Jake J. Kim Clarence Hu 38 1 0 23 Feb 2025
Recognize Any Surgical Object: Unleashing the Power of Weakly-Supervised Data Jiajie Li Brian R Quaranto Chenhui Xu Ishan Mishra Ruiyang Qin Dancheng Liu Peter C W Kim Jinjun Xiong 85 0 0 25 Jan 2025
Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels Erjian Guo Zicheng Wang Zhen Zhao Luping Zhou NoLa 61 0 0 12 Jan 2025
SurgRIPE challenge: Benchmark of Surgical Robot Instrument Pose Estimation Haozheng Xu Alistair Weld Chi Xu Alfie Roddan João Cartucho ... Lucy Fothergill Dominic Jones Pietro Valdastri Duygu Sarikaya Stamatia Giannarou 30 1 0 06 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 64 1 0 16 Dec 2024
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation Rong-Er Zhou Zhengqing Yuan Zhiling Yan Weixiang Sun Kai Zhang Yiwei Li Yanfang Ye Xiang Li Lifang He Lichao Sun ViT MedIm 23 0 0 17 Sep 2024
Privacy-Preserving SAM Quantization for Efficient Edge Intelligence in Healthcare Zhikai Li Jing Zhang Qingyi Gu MedIm 36 1 0 14 Sep 2024
LACOSTE: Exploiting stereo and temporal contexts for surgical instrument segmentation Qiyuan Wang Shang Zhao Zikang Xu S Kevin Zhou 26 0 0 14 Sep 2024
Revisiting Surgical Instrument Segmentation Without Human Intervention: A Graph Partitioning View Mingyu Sheng Jianan Fan Dongnan Liu Ron Kikinis Weidong Cai 30 1 0 27 Aug 2024
LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin Mamba 27 3 0 26 Aug 2024
Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning Haofeng Liu Erli Zhang Junde Wu Mingxuan Hong Yueming Jin MedIm 45 14 0 15 Aug 2024
Enhanced Scale-aware Depth Estimation for Monocular Endoscopic Scenes with Geometric Modeling Ruofeng Wei Bin Li Kai-xiang Chen Yiyao Ma Yunhui Liu Qi Dou MDE 26 1 0 14 Aug 2024
Surgical-VQLA++: Adversarial Contrastive Learning for Calibrated Robust Visual Question-Localized Answering in Robotic Surgery Long Bai Guankun Wang Mobarakol Islam Lalithkumar Seenivasan An-Chi Wang Hongliang Ren 38 13 0 09 Aug 2024
SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation Jieming Yu An-Chi Wang Wenzhen Dong Mengya Xu Mobarakol Islam Jie Wang Long Bai Hongliang Ren VLM 39 13 0 08 Aug 2024
Biomedical SAM 2: Segment Anything in Biomedical Images and Videos Zhiling Yan Weixiang Sun Rong-Er Zhou Zhengqing Yuan Kai Zhang ... Tianming Liu Quanzheng Li Xiang Li Lifang He L. Sun VLM MedIm 35 11 0 06 Aug 2024
Personalizing Federated Instrument Segmentation with Visual Trait Priors in Robotic Surgery Jialang Xu Jiacheng Wang Lequan Yu Danail Stoyanov Yueming Jin E. Mazomenos 24 1 0 06 Aug 2024
Zero-Shot Surgical Tool Segmentation in Monocular Video Using Segment Anything Model 2 Ange Lou Yamin Li Ji-Eun Han Wonjin Yang Zhi-Qi Cheng VLM 25 8 0 03 Aug 2024
Amodal Segmentation for Laparoscopic Surgery Video Instruments Ruohua Shi Zhaochen Liu Ling-Yu Duan Tingting Jiang 19 0 0 02 Aug 2024
Segment Anything for Videos: A Systematic Survey Chunhui Zhang Yawen Cui Weilin Lin Guanjie Huang Yan Rong Li Liu Shiguang Shan VLM 39 6 0 31 Jul 2024
ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding Zhen Chen Zongmin Zhang Wenwu Guo Xingjian Luo Long Bai Jinlin Wu Hongliang Ren Hongbin Liu 41 5 0 28 Jul 2024
Monocular pose estimation of articulated surgical instruments in open surgery Robert Spektor Tom Friedman Itay Or Gil Bolotin S. Laufer 17 0 0 16 Jul 2024
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge Hao Ding Tuxun Lu Yuqian Zhang Ruixing Liang Hongchao Shu ... Bo Wang Marcos Fernández-Rodríguez Estevao Lima João L. Vilaça Mathias Unberath 55 4 0 16 Jul 2024
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis Congzhen Shi Ryan Rezai Jiaxi Yang Qi Dou Xiaoxiao Li MedIm 29 4 0 03 Jul 2024
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart Tianrun Chen Chaotao Ding Lanyun Zhu Tao Xu Deyi Ji Yan Wang Ying-Dong Zang Z. Li MedIm Mamba 52 13 0 01 Jul 2024
World Models for General Surgical Grasping Hongbin Lin Bin Li Chun Wai Wong Juan Rojas X. Chu K. W. S. Au 24 3 0 28 May 2024
Blackbox Adaptation for Medical Image Segmentation Jay N. Paranjape S. Sikder S. Vedula Vishal M. Patel VLM MedIm 41 0 0 17 May 2024
LighTDiff: Surgical Endoscopic Image Low-Light Enhancement with T-Diffusion Tong Chen Qingcheng Lyu Long Bai Erjian Guo Huxin Gao Xiaoxiao Yang Hongliang Ren Luping Zhou MedIm 33 6 0 17 May 2024
Vision Mamba: A Comprehensive Survey and Taxonomy Xiao Liu Chenxu Zhang Lei Zhang Mamba 36 25 0 07 May 2024
SEGSRNet for Stereo-Endoscopic Image Super-Resolution and Surgical Instrument Segmentation Mansoor Hayat S. Aramvith Titipat Achakulvisut 16 2 0 20 Apr 2024
Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models Fiona R. Kolbinger Jiangpeng He Jinge Ma F. Zhu 26 2 0 25 Mar 2024
Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery Guan-Feng Wang Long Bai Wan Jun Nah Jie Wang Zhaoxi Zhang Zhen Chen Jinlin Wu Mobarakol Islam Hongbin Liu Hongliang Ren 40 14 0 22 Mar 2024
Transferring Relative Monocular Depth to Surgical Vision with Temporal Consistency C. Budd Tom Kamiel Magda Vercauteren MDE MedIm 39 4 0 11 Mar 2024
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review Iryna Hartsock Ghulam Rasool 38 62 0 04 Mar 2024
From Generalization to Precision: Exploring SAM for Tool Segmentation in Surgical Environments K. J. Oguine R. Soberanis-Mukul Nathan G. Drenkow Mathias Unberath MedIm 31 7 0 28 Feb 2024
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery Mengya Xu Mobarakol Islam Long Bai Hongliang Ren 25 5 0 08 Feb 2024
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining Jiarun Liu Hao Yang Hong-Yu Zhou Yan Xi Lequan Yu ... Yong Liang Guangming Shi Shaoting Zhang Hairong Zheng Shanshan Wang Mamba 48 143 0 05 Feb 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 29 9 0 20 Jan 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 80 329 0 09 Jan 2024
SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge Dimitrios Psychogyios Emanuele Colleoni Beatrice van Amsterdam Chih-Yang Li Shu-Yu Huang ... Santiago Rodriguez Juanita Puentes Pablo Arbelaez Omid Mohareri Danail Stoyanov 40 24 0 31 Dec 2023
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects Pratibha Kumari Joohi Chauhan Afshin Bozorgpour Boqiang Huang Reza Azad Dorit Merhof 55 11 0 28 Dec 2023
SurgicalPart-SAM: Part-to-Whole Collaborative Prompting for Surgical Instrument Segmentation Wenxi Yue Jing Zhang Kun Hu Qiuxia Wu Zongyuan Ge Yong Xia Jiebo Luo Zhiyong Wang 24 3 0 22 Dec 2023
Correlation-aware active learning for surgery video segmentation Fei Wu Pablo Márquez-Neila Mingyi Zheng Hedyeh Rafii-Tari Raphael Sznitman 29 3 0 15 Nov 2023