Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation

29 March 2022

Papers citing "Min-Max Similarity: A Contrastive Semi-Supervised Deep Learning Network for Surgical Tools Segmentation"

21 / 21 papers shown

Title
Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists Y. Wang Zekun Li Lei Qi Qian Yu Yinghuan Shi Yang Gao 32 0 0 01 Apr 2025
Hierarchical Context Transformer for Multi-level Semantic Scene Understanding Luoying Hao Yan Hu Yang Yue Li Wu Huazhu Fu Jinming Duan Jiang Liu 61 0 0 24 Feb 2025
Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review Ufaq Khan Umair Nawaz A. Qayyum Shazad Ashraf Muhammad Bilal Junaid Qadir 76 0 0 24 Feb 2025
SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models Sabina Martyniak Joanna Kaleta Diego DallÁlba Michał Naskręt Szymon Płotka Przemysław Korzeniowski MedIm 75 0 0 03 Dec 2024
DaRePlane: Direction-aware Representations for Dynamic Scene Reconstruction Ange Lou Benjamin Planche Zhongpai Gao Yamin Li Tianyu Luan Hao Ding Meng Zheng Terrence Chen Ziyan Wu Jack H. Noble 29 2 0 18 Oct 2024
Surgical Depth Anything: Depth Estimation for Surgical Scenes using Foundation Models Ange Lou Yamin Li Yike Zhang Jack Noble MedIm 24 4 0 09 Oct 2024
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping Yamin Li Ange Lou Ziyuan Xu Shengchao Zhang Shiyu Wang Dario J. Englot Soheil Kolouri Daniel Moyer Roza G. Bayrak Catie Chang 20 4 0 07 Oct 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 27 8 0 03 Aug 2024
Spectrum AUC Difference (SAUCD): Human-aligned 3D Shape Evaluation Tianyu Luan Zhong Li Lele Chen Xuan Gong Lichang Chen Yinghao Xu Junsong Yuan 57 8 0 03 Mar 2024
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation Chao Ma Ziyang Wang Mamba 43 22 0 11 Feb 2024
Code Ownership in Open-Source AI Software Security Jiawen Wen Dong Yuan Lei Ma Huaming Chen 14 0 0 18 Dec 2023
Leveraging sinusoidal representation networks to predict fMRI signals from EEG Yamin Li Ange Lou Ziyuan Xu Shiyu Wang Catie Chang 21 7 0 06 Nov 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 37 12 0 10 Oct 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
SAMSNeRF: Segment Anything Model (SAM) Guides Dynamic Surgical Scene Reconstruction by Neural Radiance Field (NeRF) Ange Lou Yamin Li X. Yao Yike Zhang J. Noble MedIm 17 9 0 22 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
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
Self-Supervised Surgical Instrument 3D Reconstruction from a Single Camera Image Ange Lou X. Yao Ziteng Liu Jingjing Han J. Noble 8 9 0 26 Nov 2022
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels Chenyu You Weicheng Dai Fenglin Liu Yifei Min Haoran Su Xiaoran Zhang Xiaoxiao Li David A. Clifton Lawrence H. Staib James S. Duncan 43 49 0 27 Sep 2022
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Rushi Jiao Yichi Zhang Leiting Ding Rong Cai Jicong Zhang 21 151 0 28 Jul 2022
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects Ange Lou Shuyue Guan Hanseok Ko Murray H. Loew 144 193 0 16 Aug 2021