Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy

23 November 2023

Paul F. Jäger

Papers citing "Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy"

25 / 25 papers shown

Title
Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation Volodymyr Havrylov Haiwen Huang Dan Zhang Andreas Geiger 37 0 0 04 May 2025
RefCut: Interactive Segmentation with Reference Guidance Zheng Lin Nan Zhou Chen-Xi Du Deng-Ping Fan Shi-Min Hu 44 0 0 22 Mar 2025
EU-Nets: Enhanced, Explainable and Parsimonious U-Nets B. Sun P. Liò 50 0 0 25 Feb 2025
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping Amirreza Fateh Mohammad Reza Mohammadi Mohammad Reza Jahed Motlagh ViT 61 5 0 31 Dec 2024
Efficient MedSAMs: Segment Anything in Medical Images on Laptop Jun Ma Feifei Li Sumin Kim Reza Asakereh Bao-Hiep Le ... Hao Wei Wu Yuan Shuangle Li Yuyin Zhou Bo Wang VLM MedIm 75 0 0 20 Dec 2024
Hyper-Fusion Network for Semi-Automatic Segmentation of Skin Lesions Lei Bi M. Fulham Jinman Kim 71 18 0 14 Dec 2024
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline Junlong Cheng Bin Fu Jin Ye Guoan Wang Tianbin Li ... J. Chen J. Li Yanzhou Su Min Zhu Junjun He VLM 71 4 0 19 Nov 2024
Interactive 3D Medical Image Segmentation with SAM 2 Chuyun Shen Wenhao Li Yuhang Shi Xiangfeng Wang VLM MedIm 23 11 0 05 Aug 2024
MedUHIP: Towards Human-In-the-Loop Medical Segmentation Jiayuan Zhu A. Billard 24 0 0 03 Aug 2024
Strike the Balance: On-the-Fly Uncertainty based User Interactions for Long-Term Video Object Segmentation Stéphane Vujasinović Kamil Dreczkowski Sebastian Bullinger Norbert Scherer-Negenborn Michael Arens VOS 17 1 0 31 Jul 2024
Rethinking Annotator Simulation: Realistic Evaluation of Whole-Body PET Lesion Interactive Segmentation Methods Zdravko Marinov Moon S. Kim Jens Kleesiek Rainer Stiefelhagen 30 0 0 02 Apr 2024
Polyp-SAM: Transfer SAM for Polyp Segmentation Yuheng Li Mingzhe Hu Xiaofeng Yang MedIm 156 74 0 29 Apr 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
Segment Anything Model for Medical Images? Yuhao Huang Yitian Zhao Lei Mou H. Fu Ao Chang ... Lei Li Vicente Grau M. Akiba Fajin Dong Jiang-Dong Liu VLM 75 29 0 28 Apr 2023
SkinSAM: Empowering Skin Cancer Segmentation with Segment Anything Model Mingzhe Hu Yuheng Li Xiaofeng Yang VLM 137 50 0 27 Apr 2023
GazeSAM: What You See is What You Segment Bin Wang Armstrong Aboah Zheyu Zhang Ulas Bagci 62 20 0 26 Apr 2023
Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation Muhammad Asad Helena Williams Indrajeet Mandal S. Ather Jan Deprest Jan D'hooge Tom Kamiel Magda Vercauteren 30 5 0 23 Mar 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-Qin Zhang 23 21 0 19 Mar 2023
Guiding the Guidance: A Comparative Analysis of User Guidance Signals for Interactive Segmentation of Volumetric Images Zdravko Marinov Rainer Stiefelhagen Jens Kleesiek 21 7 0 13 Mar 2023
Exploring Cycle Consistency Learning in Interactive Volume Segmentation Qin Liu Meng Zheng Benjamin Planche Zhong Gao Terrence Chen Marc Niethammer Ziyan Wu 33 3 0 11 Mar 2023
Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT scans M. X. Foo Seong Tae Kim Magdalini Paschali Leili Goli E. Burian Marcus R. Makowski R. Braren Nassir Navab T. Wendler 25 4 0 03 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 31 3 0 06 Aug 2021
MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning Xiangde Luo Guotai Wang Tao Song Jingyang Zhang Michael Aertsen Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren Shaoting Zhang 43 96 0 25 Apr 2021
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 278 10,544 0 19 Feb 2017
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 229 74,467 0 18 May 2015