Machine Learning Techniques for Biomedical Image Segmentation: An
Overview of Technical Aspects and Introduction to State-of-Art Applications

Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications

Medical Physics (Lancaster) (MPL), 2019

6 November 2019

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Papers citing "Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications"

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Title
Private, Efficient and Scalable Kernel Learning for Medical Image AnalysisComputational Intelligence Methods for Bioinformatics and Biostatistics (CIBB), 2024 Anika Hannemann Arjhun Swaminathan Ali Burak Ünal Mete Akgün 166 2 0 21 Oct 2024
Two-Phase Segmentation Approach for Accurate Left Ventricle Segmentation in Cardiac MRI using Machine Learning Maria Tamoor Abbas Raza Ali Philemon Philip Ruqqayia Adil Rabia Shahid Asma Naseer 76 2 0 29 Jul 2024
AI-based Automatic Segmentation of Prostate on Multi-modality Images: A Review Rui Jin Derun Li Dehui Xiang Lei Zhang Hailing Zhou Fei Shi Weifang Zhu Jing Cai Tao Peng Xinjian Chen 210 3 0 09 Jul 2024
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare Xingyu Li Lu Peng Yuping Wang Weihua Zhang AI4CE MedIm LM&MA 325 28 0 10 May 2024
A Complete System for Automated 3D Semantic-Geometric Mapping of Corrosion in Industrial Environments Rui Pimentel de Figueiredo Stefan Nordborg Eriksen Ignacio Rodriguez Simon Boegh 110 1 0 21 Apr 2024
NeuroMorphix: A Novel Brain MRI Asymmetry-specific Feature Construction Approach For Seizure Recurrence Prediction Soumen Ghosh Viktor Vegh Shahrzad Moinian Hamed Moradi Alice-Ann Sullivan John Phamnguyen David Reutens 62 1 0 16 Apr 2024
VM-UNet: Vision Mamba UNet for Medical Image Segmentation Jiacheng Ruan Suncheng Xiang Mamba 282 554 0 04 Feb 2024
SoK: Memorisation in machine learning Dmitrii Usynin Moritz Knolle Georgios Kaissis 285 1 0 06 Nov 2023
UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNN Chunyu Yuan Dongfang Zhao S. Agaian 263 31 0 14 Oct 2023
Deep learning automates bidimensional and volumetric tumor burden measurement from MRI in pre- and post-operative glioblastoma patients J. Nalepa Krzysztof Kotowski B. Machura Szymon Adamski O. Bożek ... Marek Strzelczak Lukasz Zarudzki A. Krason F. Arcadu J. Tessier 154 25 0 03 Sep 2022
Latent Space Explanation by Intervention Itai Gat Guy Lorberbom Idan Schwartz Tamir Hazan BDL 150 18 0 09 Dec 2021
Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review Rita Marques D. Jesus J. Barbosa-Breda Jan Van Eijgen Ingeborg Stalmans T. van Walsum S. Klein Pedro G. Vaz Luisa Sánchez Brea 66 10 0 06 Sep 2021
Stroke Lesion Segmentation with Visual Cortex Anatomy Alike Neural Nets Chuanlong Li OOD 117 3 0 13 May 2021
Intentional Deep Overfit Learning (IDOL): A Novel Deep Learning Strategy for Adaptive Radiation TherapyMedical Physics (Lancaster) (Med. Phys.), 2021 J. Chun Justin C. Park S. Olberg You Zhang D. Nguyen Jing Wang Jin Sung Kim Steve B. Jiang 113 24 0 23 Apr 2021
Medical Image Segmentation Using Deep Learning: A SurveyIET Image Processing (IIP), 2020 Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng Asoke K. Nandi SSeg OOD 426 723 0 28 Sep 2020