A Tour of Unsupervised Deep Learning for Medical Image Analysis

A Tour of Unsupervised Deep Learning for Medical Image Analysis

19 December 2018

Papers citing "A Tour of Unsupervised Deep Learning for Medical Image Analysis"

15 / 15 papers shown

Title
A Multi-Stage Auto-Context Deep Learning Framework for Tissue and Nuclei Segmentation and Classification in H&E-Stained Histological Images of Advanced Melanoma Nima Torbati Anastasia Meshcheryakova Diana Mechtcheriakova Amirreza Mahbod 47 0 0 31 Mar 2025
Advanced Deep Learning and Large Language Models: Comprehensive Insights for Cancer Detection Yassine Habchi Hamza Kheddar Yassine Himeur Adel Belouchrani Erchin Serpedin Fouad Khelifi Muhammad E.H. Chowdhury LM&MA 46 0 0 30 Mar 2025
Deep Nonparametric Conditional Independence Tests for Images Marco Simnacher Xiangnan Xu Hani Park Christoph Lippert Sonja Greven 49 1 0 09 Nov 2024
Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model Sang-Il Park Yong Bae Kim J. Chang Seo Hee Choi Hyungjin Chung Ik-jae Lee H. Byun DiffM MedIm 27 0 0 28 Feb 2024
UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNN Chunyu Yuan Dongfang Zhao S. Agaian 35 9 0 14 Oct 2023
Expert-Agnostic Ultrasound Image Quality Assessment using Deep Variational Clustering Deepak Raina Dimitrios Ntentia SheragaruH Chandrashekhara Richard M. Voyles S. K. Saha 41 5 0 05 Jul 2023
Swin MAE: Masked Autoencoders for Small Datasets Zián Xu Yin Dai Fayu Liu Weibin Chen Yue Liu Li-Li Shi Sheng Liu Yuhang Zhou SyDa MedIm ViT 36 28 0 28 Dec 2022
AI can evolve without labels: self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation S. Park Gwanghyun Kim Y. Oh J. Seo Sang Min Lee Jin Hwan Kim Sungjun Moon Jae-Kwang Lim Changhyun Park Jong Chul Ye ViT MedIm 25 49 0 13 Feb 2022
Assessing glaucoma in retinal fundus photographs using Deep Feature Consistent Variational Autoencoders S. Mandal A. Jammal Felipe A. Medeiros MedIm 16 1 0 04 Oct 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 23 0 0 13 Sep 2021
Reducing Annotating Load: Active Learning with Synthetic Images in Surgical Instrument Segmentation Haonan Peng Shan Lin Daniel King Yun-Hsuan Su Randall Bly K. Moe Blake Hannaford MedIm 21 6 0 07 Aug 2021
Unsupervised Anomaly Detection for X-Ray Images Diana Davletshina Valentyn Melnychuk Viet Tran Hitansh Singla M. Berrendorf Evgeniy Faerman Michael Fromm Matthias Schubert 16 28 0 29 Jan 2020
Deep Learning in Multi-organ Segmentation Y. Lei Yabo Fu Tonghe Wang Richard L. J. Qiu W. Curran Tian-xing Liu Xiaofeng Yang SSeg 29 32 0 28 Jan 2020
Unsupervised shape and motion analysis of 3822 cardiac 4D MRIs of UK Biobank Q. Zheng H. Delingette K. Fung S. Petersen N. Ayache 18 5 0 15 Feb 2019
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 334 10,621 0 19 Feb 2017