Title
AI Radiologist: Revolutionizing Liver Tissue Segmentation with Convolutional Neural Networks and a Clinician-Friendly GUI Ayman Al-Kababji F. Bensaali S. Dakua Yassine Himeur MedIm 38 0 0 11 Jun 2024
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey Rokas Gipiškis Chun-Wei Tsai Olga Kurasova 61 5 0 02 May 2024
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment Kazi Shahriar Sanjid Md. Tanzim Hossain Md. Shakib Shahariar Junayed M. M. Uddin Mamba 43 2 0 26 Apr 2024
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FourierLoss: Shape-Aware Loss Function with Fourier Descriptors Mehmet Bahadir Erden Selahattin Cansiz Onur Çakı Haya Khattak D. Etiz M. Yakar K. Duruer Berke Barut Cigdem Demir OOD MedIm 17 0 0 21 Sep 2023
Scheduling Techniques for Liver Segmentation: ReduceLRonPlateau Vs OneCycleLR Ayman Al-Kababji F. Bensaali S. Dakua 30 36 0 13 Feb 2022
Joint Liver and Hepatic Lesion Segmentation in MRI using a Hybrid CNN with Transformer Layers Georg Hille Shubham Agrawal Pavan Tummala C. Wybranski M. Pech A. Surov S. Saalfeld ViT MedIm 19 26 0 26 Jan 2022
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Yinghuan Shi Jian Zhang T. Ling Jiwen Lu Yefeng Zheng Qian Yu Lei Qi Yang Gao UQCV 17 144 0 17 Oct 2021
Weakly-Supervised Universal Lesion Segmentation with Regional Level Set Loss Youbao Tang Jinzheng Cai K. Yan Lingyun Huang Guotong Xie Jing Xiao Jingjing Lu Gigin Lin Le Lu 50 25 0 03 May 2021
Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation Changfa Shi Min Xian Xiancheng Zhou Haotian Wang Heng-Da Cheng 29 15 0 24 Feb 2021
Upgraded W-Net with Attention Gates and its Application in Unsupervised 3D Liver Segmentation Dhanunjaya Mitta S. Chatterjee Oliver Speck A. Nürnberger SSeg MedIm 31 5 0 20 Nov 2020
Gastric histopathology image segmentation using a hierarchical conditional random field Changhao Sun Chen Li Jinghua Zhang Muhammad Rahaman Shiliang Ai Hao Chen Frank Kulwa Yixin Li Xiaoyan Li Tao Jiang 39 46 0 03 Mar 2020
A $^3$ DSegNet: Anatomy-aware artifact disentanglement and segmentation network for unpaired segmentation, artifact reduction, and modality translation Y. Lyu Haofu Liao Heqin Zhu S. Kevin Zhou MedIm 22 4 0 02 Jan 2020
Automated Human Claustrum Segmentation using Deep Learning Technologies A. Albishri Syed Jawad Hussain Shah Anthony Schmiedler S. Kang Yugyung Lee 27 4 0 18 Nov 2019
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications Hyunseok Seo M. B. Khuzani V. Vasudevan Charles Huang Hongyi Ren Ruoxiu Xiao Xiao Jia Lei Xing VLM 13 218 0 06 Nov 2019
Hybrid Cascaded Neural Network for Liver Lesion Segmentation Raunak Dey Yi Hong 29 21 0 11 Sep 2019
Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function Karsten Roth Tomasz K. Konopczynski Jurgen Hesser MedIm 23 9 0 09 May 2019
A Joint Deep Learning Approach for Automated Liver and Tumor Segmentation Nadja Gruber Stephan Antholzer W. Jaschke C. Kremser Markus Haltmeier 32 36 0 21 Feb 2019
Adapting Mask-RCNN for Automatic Nucleus Segmentation Jeremiah W. Johnson SSeg 21 156 0 01 May 2018
DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes Giles Tetteh Velizar Efremov Nils D. Forkert Matthias Schneider Jan Kirschke B. Weber C. Zimmer Marie Piraud Bjoern H. Menze MedIm 3DPC 28 211 0 25 Mar 2018
Dynamic Multiscale Tree Learning Using Ensemble Strong Classifiers for Multi-label Segmentation of Medical Images with Lesions Samya Amiri Mohamed Ali Mahjoub I. Rekik 14 4 0 05 Sep 2017