Title
SAF-IS: a Spatial Annotation Free Framework for Instance Segmentation of Surgical Tools Luca Sestini Benoit Rosa Elena De Momi G. Ferrigno N. Padoy 29 0 0 04 Sep 2023
Visual-Kinematics Graph Learning for Procedure-agnostic Instrument Tip Segmentation in Robotic Surgeries Jiaqi Liu Yonghao Long Kai-xiang Chen Cheuk Hei Leung Zerui Wang Qi Dou 19 2 0 02 Sep 2023
Rethinking Exemplars for Continual Semantic Segmentation in Endoscopy Scenes: Entropy-based Mini-Batch Pseudo-Replay Guan-Feng Wang Long Bai Yanan Wu Tong Chen Hongliang Ren CLL 29 18 0 27 Aug 2023
Robotic Scene Segmentation with Memory Network for Runtime Surgical Context Inference Zongyu Li Ian Reyes H. Alemzadeh 18 2 0 24 Aug 2023
WS-SfMLearner: Self-supervised Monocular Depth and Ego-motion Estimation on Surgical Videos with Unknown Camera Parameters Ange Lou J. Noble MDE 25 10 0 22 Aug 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 28 0 0 18 Aug 2023
SurgicalSAM: Efficient Class Promptable Surgical Instrument Segmentation Wenxi Yue Jing Zhang Kun Hu Yong-quan Xia Jiebo Luo Zhiyong Wang VLM MedIm 26 62 0 17 Aug 2023
SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation An-Chi Wang Mobarakol Islam Mengya Xu Yang Zhang Hongliang Ren AAML 24 26 0 14 Aug 2023
SegMatch: A semi-supervised learning method for surgical instrument segmentation Meng Wei C. Budd Luis C. García-Peraza-Herrera R. Dorent Miaojing Shi Tom Kamiel Magda Vercauteren 18 5 0 09 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 18 38 0 07 Aug 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy Pietro Mascagni Pietro Mascagni N. Padoy Nicolas Padoy 22 20 0 27 Jul 2023
Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery Long Bai Mobarakol Islam Hongliang Ren 27 18 0 22 Jul 2023
A reinforcement learning approach for VQA validation: an application to diabetic macular edema grading Tatiana Fountoukidou Raphael Sznitman OOD 11 3 0 19 Jul 2023
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives S. Kumari Pravendra Singh OOD 32 29 0 18 Jul 2023
A Nested U-Structure for Instrument Segmentation in Robotic Surgery Yanjie Xia Shaochen Wang Zheng Kan 10 9 0 17 Jul 2023
CAT-ViL: Co-Attention Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery Long Bai Mobarakol Islam Hongliang Ren 19 20 0 11 Jul 2023
Localized Questions in Medical Visual Question Answering Sergio Tascon-Morales Pablo Márquez-Neila Raphael Sznitman 17 8 0 03 Jul 2023
Generalizing Surgical Instruments Segmentation to Unseen Domains with One-to-Many Synthesis An-Chi Wang Mobarakol Islam Mengya Xu Hongliang Ren MedIm 16 0 0 28 Jun 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 19 16 0 29 May 2023
Surgical-VQLA: Transformer with Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery Long Bai Mobarakol Islam Lalithkumar Seenivasan Hongliang Ren 23 27 0 19 May 2023
Domain Adaptive Sim-to-Real Segmentation of Oropharyngeal Organs Guan-Feng Wang Tian-Ao Ren Jiewen Lai Long Bai Hongliang Ren 19 9 0 18 May 2023
SAM Meets Robotic Surgery: An Empirical Study in Robustness Perspective An-Chi Wang Mobarakol Islam Mengya Xu Yang Zhang Hongliang Ren AAML VLM 74 36 0 28 Apr 2023
Methods and datasets for segmentation of minimally invasive surgical instruments in endoscopic images and videos: A review of the state of the art Tobias Rueckert Daniel Rueckert Christoph Palm 22 17 0 25 Apr 2023
Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation Peilun Shi Jianing Qiu Sai Mu Dalike Abaxi Hao Wei F. P. Lo Wu Yuan LM&MA VLM MedIm 13 96 0 25 Apr 2023
Automatic Detection of Out-of-body Frames in Surgical Videos for Privacy Protection Using Self-supervised Learning and Minimal Labels Ziheng Wang Conor Perreault Xi Liu A. Jarc 16 1 0 31 Mar 2023
MATIS: Masked-Attention Transformers for Surgical Instrument Segmentation Nicolás Ayobi Alejandra Pérez-Rondón Santiago Rodríguez Pablo Arbelaez MedIm 43 18 0 16 Mar 2023
Towards Surgical Context Inference and Translation to Gestures Kay Hutchinson Zongyu Li Ian Reyes H. Alemzadeh 18 4 0 28 Feb 2023
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection C. Nwoye Tong Yu Saurav Sharma Aditya Murali Deepak Alapatt ... Pietro Mascagni B. Seeliger Cristians Gonzalez Didier Mutter N. Padoy 30 17 0 13 Feb 2023
SurgT challenge: Benchmark of Soft-Tissue Trackers for Robotic Surgery João Cartucho Alistair Weld Samyakh Tukra Haozheng Xu Hiroki Matsuzaki ... B. Silva Estevão Lima João L. Vilaça Sandro Queiros Stamatia Giannarou 22 11 0 06 Feb 2023
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene Understanding Mengya Xu Mobarakol Islam Ben Glocker Hongliang Ren 18 1 0 22 Dec 2022
Towards Holistic Surgical Scene Understanding Natalia Valderrama Paola Ruiz Puentes Isabela Hernández Nicolás Ayobi Mathilde Verlyck J. Santander J. Caicedo Nicolás Fernández Pablo Arbelaez 20 31 0 08 Dec 2022
From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments Britty Baby Daksh Thapar Mustafa Chasmai Tamajit Banerjee Kunal Dargan A. Suri Subhashis Banerjee Chetan Arora 16 26 0 26 Nov 2022
Semantic-SuPer: A Semantic-aware Surgical Perception Framework for Endoscopic Tissue Identification, Reconstruction, and Tracking Shan Lin Albert J. Miao Jingpei Lu Shunkai Yu Zih-Yun Chiu Florian Richter Michael C. Yip 40 23 0 29 Oct 2022
AutoLaparo: A New Dataset of Integrated Multi-tasks for Image-guided Surgical Automation in Laparoscopic Hysterectomy Ziyi Wang Bo Lu Yonghao Long Fangxun Zhong T. Cheung Qi Dou Yunhui Liu 21 54 0 03 Aug 2022
Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need An-Chi Wang Mobarakol Islam Mengya Xu Hongliang Ren 55 17 0 23 Jun 2022
Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels Xiaoqing Guo Yixuan Yuan NoLa 14 10 0 16 Jun 2022
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation Binod Bhattarai Ronast Subedi Rebati Gaire E. Vazquez Danail Stoyanov OOD 16 42 0 02 Apr 2022
Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation Yueming Jin Yang Yu Cheng Chen Zixu Zhao Pheng-Ann Heng Danail Stoyanov 19 39 0 29 Mar 2022
SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation Xiaoqing Guo Jie Liu Tongliang Liu Yiyuan Yuan 18 27 0 29 Mar 2022
Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation Ange Lou Kareem O. Tawfik X. Yao Ziteng Liu J. Noble 17 38 0 29 Mar 2022
Segmenting Medical Instruments in Minimally Invasive Surgeries using AttentionMask Christian Wilms Alexander Michael Gerlach Rüdiger Schmitz Simone Frintrop MedIm 30 2 0 21 Mar 2022
TraSeTR: Track-to-Segment Transformer with Contrastive Query for Instance-level Instrument Segmentation in Robotic Surgery Zixu Zhao Yueming Jin Pheng-Ann Heng MedIm 10 45 0 17 Feb 2022
Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter J. Marescaux Guido Costamagna B. Dallemagne N. Padoy 17 10 0 27 Dec 2021
Distribution-aware Margin Calibration for Semantic Segmentation in Images Litao Yu Zhibin Li Min Xu Yongsheng Gao Jiebo Luo Jian Andrew Zhang 10 15 0 21 Dec 2021
ST-MTL: Spatio-Temporal Multitask Learning Model to Predict Scanpath While Tracking Instruments in Robotic Surgery Mobarakol Islam V. Vibashan C. Lim Hongliang Ren 20 40 0 10 Dec 2021
hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic Surgeries Jihun Yoon Jiwon Lee Sung-Woo Heo Hayeong Yu Jayeon Lim ... Seungbum Hong Bokyung Park Sunghyun Park W. Hyung Min-Kook Choi 16 3 0 24 Oct 2021
2020 CATARACTS Semantic Segmentation Challenge Imanol Luengo M. Grammatikopoulou R. Mohammadi Chris Walsh C. Nwoye ... Jianyuan Hong Haili Ye F. Huang Da-han Wang Danail Stoyanov 3DPC 19 9 0 21 Oct 2021
Deep Homography Estimation in Dynamic Surgical Scenes for Laparoscopic Camera Motion Extraction Martin Huber Sébastien Ourselin Christos Bergeles Tom Kamiel Magda Vercauteren MedIm 30 8 0 30 Sep 2021
Efficient Global-Local Memory for Real-time Instrument Segmentation of Robotic Surgical Video Jiacheng Wang Yueming Jin Liansheng Wang Shuntian Cai Pheng-Ann Heng Jing Qin 38 17 0 28 Sep 2021
FSNet: A Failure Detection Framework for Semantic Segmentation Q. Rahman Niko Sünderhauf Peter Corke Feras Dayoub UQCV SSeg 17 19 0 19 Aug 2021