DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

3 July 2017

Guotai Wang

Sebastien Ourselin

Tom Kamiel Magda Vercauteren

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Papers citing "DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation"

39 / 39 papers shown

Title
Interactive Instance Annotation with Siamese Networks Xiang Xu Ruotong Li Mengjun Yi Baile Xu Furao Shen Jian Zhao ISeg 55 0 0 06 May 2025
SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression Trung Dang Huy Hoang Nguyen A. Tiulpin 45 3 0 27 May 2024
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation Tao Wang Yuanbin Chen Xinlin Zhang Yuanbo Zhou Junlin Lan Bizhe Bai Tao Tan Min Du Qinquan Gao Tong Tong 26 0 0 17 Nov 2023
Leveraging point annotations in segmentation learning with boundary loss Eva Breznik H. Kervadec F. Malmberg J. Kullberg Haakan Ahlstrom Marleen de Bruijne Robin Strand 37 1 0 06 Nov 2023
DEEPBEAS3D: Deep Learning and B-Spline Explicit Active Surfaces Helena Williams J. Pedrosa Muhammad Asad L. Cattani Tom Kamiel Magda Vercauteren Jan Deprest Jan D'hooge 25 0 0 05 Sep 2023
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation Ao Chang Xing Tao Xin Yang Yuhao Huang Xinrui Zhou Jiajun Zeng Ruobing Huang Dong Ni VLM 32 1 0 26 Aug 2023
Single-Image-Based Deep Learning for Segmentation of Early Esophageal Cancer Lesions Haipeng Li Di Liu Yunzhi Zeng Shuaicheng Liu Tao Gan N. Rao Jin-lin Yang Bing Zeng 26 6 0 09 Jun 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 45 90 0 14 May 2023
Fast Neural Scene Flow Xueqian Li Jianqiao Zheng Francesco Ferroni J. K. Pontes Simon Lucey 29 27 0 18 Apr 2023
Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning Chaofan Ma Qisen Xu Xiangfeng Wang Bo Jin Xiaoyun Zhang Yanfeng Wang Ya Zhang 37 22 0 19 Mar 2023
Q-Net: Query-Informed Few-Shot Medical Image Segmentation Qianqian Shen Yanan Li Jiyong Jin B. Liu OOD 24 26 0 24 Aug 2022
FastGeodis: Fast Generalised Geodesic Distance Transform Muhammad Asad R. Dorent Tom Kamiel Magda Vercauteren 16 10 0 26 Jul 2022
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume Jianye Pang Cheng Jiang Yihao Chen Jianbo Chang M. Feng Renzhi Wang Jianhua Yao ViT MedIm 28 11 0 14 Apr 2022
OneLabeler: A Flexible System for Building Data Labeling Tools Yu Zhang Yun Wang Haidong Zhang Bin Zhu Si Chen Dongmei Zhang 33 31 0 27 Mar 2022
MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images A. Diaz-Pinto Sachidanand Alle V. Nath Yucheng Tang Alvin Ihsani ... Daguang Xu Prerna Dogra Sebastien Ourselin Andrew Feng M. Jorge Cardoso 27 71 0 23 Mar 2022
Cascaded Sparse Feature Propagation Network for Interactive Segmentation Chuyu Zhang Chuanyan Hu Hui Ren Yongfei Liu Xuming He 22 2 0 10 Mar 2022
SS-3DCapsNet: Self-supervised 3D Capsule Networks for Medical Segmentation on Less Labeled Data Minh-Khoi Tran Loi Ly Binh-Son Hua Ngan Le 3DPC MedIm 30 17 0 15 Jan 2022
iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images Qin Liu Zhenlin Xu Yining Jiao Marc Niethammer ViT MedIm 49 37 0 21 Dec 2021
Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration Wenhao Li Qisen Xu Chuyun Shen Bin Hu Fengping Zhu Yuxin Li Bo Jin Xiangfeng Wang 30 5 0 15 Nov 2021
Dual Shape Guided Segmentation Network for Organs-at-Risk in Head and Neck CT Images Shuai Wang T. Yanagihara B. Chera Colette J. Shen Daniel Pastor J. Lian 27 0 0 23 Oct 2021
Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images Bhavani Sambaturu Ashutosh Gupta C. V. Jawahar Chetan Arora MedIm 39 3 0 06 Aug 2021
Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation R. Dorent Samuel Joutard J. Shapey A. Kujawa Marc Modat Sebastien Ourselin Tom Kamiel Magda Vercauteren 23 28 0 01 Jul 2021
Quality-Aware Memory Network for Interactive Volumetric Image Segmentation Tianfei Zhou Liulei Li G. Bredell Jianwu Li E. Konukoglu 27 14 0 20 Jun 2021
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 35 544 0 28 Sep 2020
Going to Extremes: Weakly Supervised Medical Image Segmentation H. Roth Ke Wang Ziyue Xu Xiaosong Wang Daguang Xu 19 60 0 25 Sep 2020
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Ran Gu Guotai Wang Tao Song Rui Huang Michael Aertsen Jan Deprest Sébastien Ourselin Tom Kamiel Magda Vercauteren Shaoting Zhang SSeg 42 457 0 22 Sep 2020
Semi-supervised Medical Image Segmentation through Dual-task Consistency Xiangde Luo Jieneng Chen Tao Song Yinan Chen Guotai Wang Shaoting Zhang 24 521 0 09 Sep 2020
User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation Ashwin Raju Zhanghexuan Ji Chi-Tung Cheng Jinzheng Cai Junzhou Huang Jing Xiao Le Lu Chien-Hung Liao Adam P. Harrison 36 13 0 05 Sep 2020
Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices Guotai Wang Michael Aertsen Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren Shaoting Zhang 31 34 0 02 Jul 2020
End-to-End Real-time Catheter Segmentation with Optical Flow-Guided Warping during Endovascular Intervention A. Nguyen Dennis Kundrat G. Dagnino Wenqiang Chi Mohamed E. M. K. Abdelaziz Yao Guo Yingliang Ma Trevor M. Y. Kwok C. Riga Guang-Zhong Yang 32 31 0 16 Jun 2020
Boundary-aware Context Neural Network for Medical Image Segmentation Ruxin Wang Shuyuan Chen Chaojie Ji Jianping Fan Ye Li 27 138 0 03 May 2020
Weakly supervised segmentation from extreme points H. Roth Ling Zhang Dong Yang Fausto Milletari Ziyue Xu Xiaosong Wang Daguang Xu 40 21 0 02 Oct 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 35 751 0 27 Aug 2019
Large-scale interactive object segmentation with human annotators Rodrigo Benenson S. Popov V. Ferrari VLM 23 221 0 26 Mar 2019
Interactive segmentation of medical images through fully convolutional neural networks Tomas Sakinis Fausto Milletari H. Roth P. Korfiatis Petro M. Kostandy Kenneth A. Philbrick Z. Akkus Ziyue Xu Daguang Xu Bradley J. Erickson 19 81 0 19 Mar 2019
A Fully Convolutional Two-Stream Fusion Network for Interactive Image Segmentation Yang Hu Andrea Soltoggio R. Lock Steve Carter 42 91 0 06 Jul 2018
Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network E. Bonmati Yipeng Hu Nikhil Sindhwani H. Dietz Jan D'hooge D. Barratt Jan Deprest Tom Kamiel Magda Vercauteren 29 30 0 18 Dec 2017
Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning Guotai Wang Wenqi Li Maria A. Zuluaga R. Pratt P. Patel ... T. Doel A. David Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren 41 686 0 11 Oct 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 343 10,633 0 19 Feb 2017