Unsupervised Segmentation of 3D Medical Images Based on Clustering and
Deep Representation Learning

Unsupervised Segmentation of 3D Medical Images Based on Clustering and Deep Representation Learning

11 April 2018

Takayasu Moriya

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Papers citing "Unsupervised Segmentation of 3D Medical Images Based on Clustering and Deep Representation Learning"

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Title
Self-supervised Semantic Segmentation: Consistency over Transformation Sanaz Karimijafarbigloo Reza Azad Amirhossein Kazerouni Yury Velichko Ulas Bagci Dorit Merhof 69 5 0 31 Aug 2023
Unsupervised Discovery of 3D Hierarchical Structure with Generative Diffusion Features Nurislam Tursynbek Marc Niethammer MedIm DiffM 54 6 0 28 Apr 2023
Contrastive Representation Learning for Gaze Estimation Swati Jindal Roberto Manduchi 54 13 0 24 Oct 2022
DeepMCAT: Large-Scale Deep Clustering for Medical Image Categorization Turkay Kart Wenjia Bai Ben Glocker Daniel Rueckert 79 11 0 30 Sep 2021
Physics Driven Domain Specific Transporter Framework with Attention Mechanism for Ultrasound Imaging Arpan Tripathi A. Rakkunedeth Mahesh Raveendranatha Panicker Jack Zhang Naveenjyote Boora Jessica Knight Jacob L. Jaremko Yale Tung Chen K. Narayan C. Kesavadas OOD MedIm 86 0 0 13 Sep 2021
A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation Euijoon Ahn Dagan Feng Jinman Kim 59 26 0 11 Jul 2021
Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning Lu Wang D. Guo Guotai Wang Shaoting Zhang MedIm GAN 52 30 0 29 Dec 2020
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 72 225 0 06 Nov 2019
Understanding Deep Learning Techniques for Image Segmentation Swarnendu Ghosh N. Das Ishita Das U. Maulik SSeg VLM 72 378 0 13 Jul 2019
Unsupervised Feature Learning with K-means and An Ensemble of Deep Convolutional Neural Networks for Medical Image Classification Euijoon Ahn Ashnil Kumar Dagan Feng M. Fulham Jinman Kim SSL OOD 38 23 0 07 Jun 2019
Mumford-Shah Loss Functional for Image Segmentation with Deep Learning Boah Kim J. C. Ye 61 128 0 05 Apr 2019