A Survey on Deep Learning in Medical Image Analysis

19 February 2017

Bram van Ginneken

Papers citing "A Survey on Deep Learning in Medical Image Analysis"

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Title
Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image Classification Kunpeng Qiu Zhiying Zhou Yongxin Guo 31 2 0 11 Jan 2024
Segment anything model (SAM) for brain extraction in fMRI studies Dwith Chenna Suyash Bhogawar 17 0 0 09 Jan 2024
Multi-scale attention-based instance segmentation for measuring crystals with large size variation Theresa Neubauer Astrid Berg M. Wimmer Dimitrios Lenis David Major ... Gaia Romana De Paolis Johannes Novotny Daniel Lüftner Katja Reinharter Katja Bühler 29 2 0 08 Jan 2024
Segment Anything Model for Medical Image Segmentation: Current Applications and Future Directions Yichi Zhang Zhenrong Shen Rushi Jiao VLM MedIm 30 114 0 07 Jan 2024
Self-supervised learning for skin cancer diagnosis with limited training data Hamish Haggerty Rohitash Chandra 26 3 0 01 Jan 2024
GROOD: Gradient-Aware Out-of-Distribution Detection Mostafa ElAraby Sabyasachi Sahoo Y. Pequignot Paul Novello Liam Paull 18 0 0 22 Dec 2023
Wave Physics-informed Matrix Factorizations Harsha Vardhan Tetali J. Harley B. Haeffele 35 0 0 21 Dec 2023
ADA-YOLO: Dynamic Fusion of YOLOv8 and Adaptive Heads for Precise Image Detection and Diagnosis Shun Liu Jianan Zhang Ruocheng Song Teik Toe Teoh 19 3 0 14 Dec 2023
ReFusion: Learning Image Fusion from Reconstruction with Learnable Loss via Meta-Learning Haowen Bai Zixiang Zhao Jiangshe Zhang Yichen Wu Lilun Deng Yukun Cui Shuang Xu Baisong Jiang 40 6 0 13 Dec 2023
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification Bodong Zhang Hamid Manoochehri M. M. Ho Fahimeh Fooladgar Yosep Chong Beatrice Knudsen Deepika Sirohi Tolga Tasdizen 45 4 0 12 Dec 2023
UNeR3D: Versatile and Scalable 3D RGB Point Cloud Generation from 2D Images in Unsupervised Reconstruction Hongbin Lin Juangui Xu Qingfeng Xu Zhengyu Hu Handing Xu Yunzhi Chen Yongjun Hu Zhenguo Nie 3DPC 28 0 0 10 Dec 2023
gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation Hui Xie Weiyu Xu Ya Xing Wang John Buatti Xiaodong Wu SSeg 26 1 0 07 Dec 2023
Simultaneous Alignment and Surface Regression Using Hybrid 2D-3D Networks for 3D Coherent Layer Segmentation of Retinal OCT Images with Full and Sparse Annotations Hong Liu Dong Wei Donghuan Lu Xiaoying Tang Liansheng Wang Yefeng Zheng 21 9 0 04 Dec 2023
Syn3DWound: A Synthetic Dataset for 3D Wound Bed Analysis Léo Lebrat Rodrigo Santa Cruz Remi Chierchia Yulia Arzhaeva M. Armin ... Michelle Barakat-Johnson Georgina Luscombe Clinton Fookes Olivier Salvado David Ahmedt-Aristizabal 20 2 0 27 Nov 2023
A Social-aware Gaussian Pre-trained Model for Effective Cold-start Recommendation Siwei Liu Xi Wang Craig Macdonald I. Ounis 28 8 0 27 Nov 2023
DISYRE: Diffusion-Inspired SYnthetic REstoration for Unsupervised Anomaly Detection Sergio Naval Marimont Matthew Baugh Vasilis Siomos Christos Tzelepis Bernhard Kainz G. Tarroni DiffM MedIm 27 6 0 26 Nov 2023
Enhancing mTBI Diagnosis with Residual Triplet Convolutional Neural Network Using 3D CT Hanem Ellethy Shekhar S. Chandra Viktor Vegh 29 1 0 23 Nov 2023
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy Zdravko Marinov Paul F. Jäger Jan Egger Jens Kleesiek Rainer Stiefelhagen 38 17 0 23 Nov 2023
Expanding the deep-learning model to diagnosis LVNC: Limitations and trade-offs Gregorio Bernabé Pilar González-Férez J. M. García Guillem Casas Josefa González-Carrillo 24 2 0 23 Nov 2023
Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification José María Rodríguez Corral Javier Civit-Masot Francisco Luna-Perejón Ignacio Díaz-Cano Arturo Morgado-Estévez M. Domínguez-Morales MedIm 20 17 0 20 Nov 2023
Open-Vocabulary Camouflaged Object Segmentation Youwei Pang Xiaoqi Zhao Jiaming Zuo Lihe Zhang Huchuan Lu VLM ObjD 31 6 0 19 Nov 2023
Enhancing the Reliability of Segment Anything Model for Auto-Prompting Medical Image Segmentation with Uncertainty Rectification Yichi Zhang Shiyao Hu Sijie Ren Chen Jiang Yuan Cheng Yuan Qi MedIm 22 3 0 17 Nov 2023
Deep Residual CNN for Multi-Class Chest Infection Diagnosis Ryan Donghan Kwon Dohyun Lim Yoonha Lee Seung Won Lee 17 1 0 17 Nov 2023
UniMOS: A Universal Framework For Multi-Organ Segmentation Over Label-Constrained Datasets Can Li Sheng Shao Junyi Qu Shuchao Pang M. Orgun 44 0 0 17 Nov 2023
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model Raphael Schäfer Till Nicke Henning Höfener Annkristin Lange Dorit Merhof Friedrich Feuerhake Volkmar Schulz Johannes Lotz Fabian Kiessling VLM 22 17 0 16 Nov 2023
GAIA: Delving into Gradient-based Attribution Abnormality for Out-of-distribution Detection Jinggang Chen Junjie Li Xiaoyang Qu Jianzong Wang Jiguang Wan Jing Xiao OODD 25 9 0 16 Nov 2023
Simple but Effective Unsupervised Classification for Specified Domain Images: A Case Study on Fungi Images Zhaocong liu Fa Zhang Lin Cheng Huanxi Deng Xiaoyan Yang Zhenyu Zhang Chichun Zhou 19 1 0 15 Nov 2023
Robust Brain MRI Image Classification with SIBOW-SVM Liyun Zeng Hao Helen Zhang 29 1 0 15 Nov 2023
An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast Cancer A. Shephard Mostafa Jahanifar Ruoyu Wang Muhammad Dawood Simon Graham K. Sidlauskas S. Khurram Nasir M. Rajpoot S. Raza 21 4 0 10 Nov 2023
Transformer-based Model for Oral Epithelial Dysplasia Segmentation A. Shephard H. Mahmood S. Raza A. L. D. Araújo A. Santos-Silva ... Jill M Brooks P. Nankivell H. Mehanna S. Khurram Nasir M. Rajpoot MedIm 27 1 0 09 Nov 2023
SIRE: scale-invariant, rotation-equivariant estimation of artery orientations using graph neural networks Dieuwertje Alblas Julian Suk Christoph Brune K. K. Yeung J. Wolterink MedIm 32 4 0 09 Nov 2023
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation A. Hung Haoxin Zheng Kai Zhao Xiaoxi Du Kaifeng Pang Qi Miao Steven S. Raman D. Terzopoulos Kyunghyun Sung 3DPC 36 4 0 08 Nov 2023
Nonnegative/Binary Matrix Factorization for Image Classification using Quantum Annealing Hinako Asaoka Kazue Kudo 11 9 0 02 Nov 2023
From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation Ruxue Wen Hangjie Yuan Dong Ni Wenbo Xiao Yaoyao Wu OOD 27 12 0 31 Oct 2023
Classifier-head Informed Feature Masking and Prototype-based Logit Smoothing for Out-of-Distribution Detection Zhuohao Sun Yiqiao Qiu Zhijun Tan Weishi Zheng Ruixuan Wang OODD 18 6 0 27 Oct 2023
AutoCT: Automated CT registration, segmentation, and quantification Zhe Bai Abdelilah Essiari T. Perciano Kristofer E. Bouchard 19 0 0 26 Oct 2023
Anatomically-aware Uncertainty for Semi-supervised Image Segmentation V. SukeshAdiga Jose Dolz H. Lombaert UQCV 23 24 0 24 Oct 2023
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles Xing Shen Hengguan Huang Brennan Nichyporuk Tal Arbel MedIm 46 4 0 24 Oct 2023
Automatic Aorta Segmentation with Heavily Augmented, High-Resolution 3-D ResUNet: Contribution to the SEG.A Challenge Marek Wodzinski Henning Muller MedIm 25 3 0 24 Oct 2023
PET Synthesis via Self-supervised Adaptive Residual Estimation Generative Adversarial Network Yuxin Xue Lei Bi Yige Peng M. Fulham David Dagan Feng Jinman Kim MedIm 19 4 0 24 Oct 2023
From Alexnet to Transformers: Measuring the Non-linearity of Deep Neural Networks with Affine Optimal Transport Quentin Bouniot I. Redko Anton Mallasto Charlotte Laclau Karol Arndt Oliver Struckmeier Markus Heinonen Ville Kyrki Samuel Kaski 61 2 0 17 Oct 2023
UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNN Chunyu Yuan Dongfang Zhao S. Agaian 30 9 0 14 Oct 2023
SSG2: A new modelling paradigm for semantic segmentation F. Diakogiannis S. Furby P. Caccetta Xiaoliang Wu Rodrigo Ibata O. Hlinka John Taylor VLM 40 0 0 12 Oct 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 40 12 0 10 Oct 2023
Multimodal Identification of Alzheimer's Disease: A Review Guian Fang Mengsha Liu Yi Zhong Zhuolin Zhang Jiehui Huang Zhenchao Tang C. Chen 22 0 0 06 Oct 2023
Untargeted White-box Adversarial Attack with Heuristic Defence Methods in Real-time Deep Learning based Network Intrusion Detection System Khushnaseeb Roshan Aasim Zafar Sheikh Burhan Ul Haque AAML 18 34 0 05 Oct 2023
Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models An Yan Yu-Xiang Wang Yiwu Zhong Zexue He Petros Karypis ... Chengyu Dong Amilcare Gentili Chun-Nan Hsu Jingbo Shang Julian McAuley 27 30 0 04 Oct 2023
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation Zhangsihao Yang Mengwei Ren Kaize Ding Guido Gerig Yalin Wang SSL 34 5 0 02 Oct 2023
MVC: A Multi-Task Vision Transformer Network for COVID-19 Diagnosis from Chest X-ray Images Huyen Tran D. Nguyen John Yearwood MedIm ViT 40 0 0 30 Sep 2023
Performance Analysis of UNet and Variants for Medical Image Segmentation Walid Ehab Yongmin Li SSeg 19 5 0 22 Sep 2023