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
Beyond Explaining: Opportunities and Challenges of XAI-Based Model Improvement Leander Weber Sebastian Lapuschkin Alexander Binder Wojciech Samek 47 90 0 15 Mar 2022
Reachability In Simple Neural Networks Marco Sälzer M. Lange 30 1 0 15 Mar 2022
DKMA-ULD: Domain Knowledge augmented Multi-head Attention based Robust Universal Lesion Detection Manu Sheoran Meghal Dani Monika Sharma L. Vig 14 5 0 14 Mar 2022
LesionPaste: One-Shot Anomaly Detection for Medical Images Weikai Huang Yijin Huang Xiaoying Tang MedIm 27 2 0 12 Mar 2022
Deep Convolutional Neural Networks for Molecular Subtyping of Gliomas Using Magnetic Resonance Imaging Dong Wei Yiming Li Yin-yan Wang Tianyi Qian Yefeng Zheng 11 0 0 10 Mar 2022
Shadows can be Dangerous: Stealthy and Effective Physical-world Adversarial Attack by Natural Phenomenon Yiqi Zhong Xianming Liu Deming Zhai Junjun Jiang Xiangyang Ji AAML 30 146 0 08 Mar 2022
BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification Yuanhong Chen Fengbei Liu Hu Wang Chong Wang Yu Tian Yuyuan Liu G. Carneiro NoLa 37 8 0 03 Mar 2022
NeuRecover: Regression-Controlled Repair of Deep Neural Networks with Training History Sho Tokui Susumu Tokumoto Akihito Yoshii Fuyuki Ishikawa Takao Nakagawa Kazuki Munakata Shinji Kikuchi KELM 29 25 0 01 Mar 2022
ReCasNet: Improving consistency within the two-stage mitosis detection framework Chawan Piansaddhayanon S. Santisukwongchote S. Shuangshoti Qingyi Tao S. Sriswasdi E. Chuangsuwanich 11 10 0 28 Feb 2022
Inflation of test accuracy due to data leakage in deep learning-based classification of OCT images Iulian Emil Tampu Anders Eklund Neda Haj-Hosseini 21 46 0 21 Feb 2022
Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation Ece Isik Polat Gorkem Polat Altan Koçyiğit A. Temi̇zel OOD FedML 22 3 0 16 Feb 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision T. Elsken Arber Zela J. H. Metzen B. Staffler Thomas Brox Abhinav Valada Frank Hutter OOD 36 17 0 15 Feb 2022
A Graphical Approach For Brain Haemorrhage Segmentation N. Mehendale Pragya Gupta Nishant Rajadhyaksha Ansh Dagha Mihir Hundiwala Aditi Paretkar Sakshi Chavan Tanmay Mishra 18 2 0 14 Feb 2022
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification Jian Wu Wanli Liu Chen Li Tao Jiang Islam Mohammad Shariful Hongzan Sun Xiaoqi Li Xintong Li Xinyu Huang M. Grzegorzek SSeg 3DV 40 13 0 14 Feb 2022
A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron Asifullah Khan Dr. Saddam Hussain Khan Mahrukh Saif Asiya Batool A. Sohail Muhammad Waleed Khan 43 48 0 13 Feb 2022
Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training Zihang Liu Chunhui Zhao 27 4 0 12 Feb 2022
Deep Learning for Computational Cytology: A Survey Hao Jiang Yanning Zhou Yi-Mou Lin R. Chan Jiangshu Liu Hao Chen 24 75 0 10 Feb 2022
Towards a Guideline for Evaluation Metrics in Medical Image Segmentation Dominik Muller Iñaki Soto Rey Frank Kramer 43 280 0 10 Feb 2022
FCM-DNN: diagnosing coronary artery disease by deep accuracy Fuzzy C-Means clustering model Javad Hassannataj Joloudari Hamid Saadatfar Mohammad Ghasemigol R. Alizadehsani Z. Sani F. Hasanzadeh Edris Hassannataj Danial Sharifrazi Zulkefli Mansor 31 11 0 09 Feb 2022
Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification Gustavo de Rosa Mateus Roder João Paulo Papa 16 1 0 08 Feb 2022
Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest Radiographs Dipkamal Bhusal S. Panday 27 5 0 08 Feb 2022
Approximate Bisimulation Relations for Neural Networks and Application to Assured Neural Network Compression Weiming Xiang Zhongzhu Shao 35 7 0 02 Feb 2022
DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation Qing Xu Zhicheng Ma Nana He Wenting Duan SSeg OOD 54 229 0 02 Feb 2022
An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks Dominik Muller Iñaki Soto Rey Frank Kramer 32 56 0 27 Jan 2022
HistoKT: Cross Knowledge Transfer in Computational Pathology Ryan Zhang Jiadai Zhu Stephen Yang Mahdi S. Hosseini A. Genovese Lina Chen C. Rowsell S. Damaskinos Sonal Varma Konstantinos N. Plataniotis 24 9 0 27 Jan 2022
Virtual Adversarial Training for Semi-supervised Breast Mass Classification Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu 28 5 0 25 Jan 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 111 663 0 24 Jan 2022
Mutual Attention-based Hybrid Dimensional Network for Multimodal Imaging Computer-aided Diagnosis Yin Dai Yifan Gao Fayu Liu Jun Fu 26 3 0 24 Jan 2022
MISeval: a Metric Library for Medical Image Segmentation Evaluation Dominik Muller D. Hartmann Philip Meyer Florian Auer Iñaki Soto Rey Frank Kramer 30 19 0 23 Jan 2022
Deeply Explain CNN via Hierarchical Decomposition Mingg-Ming Cheng Peng-Tao Jiang Linghao Han Liang Wang Philip Torr FAtt 53 15 0 23 Jan 2022
On the in vivo recognition of kidney stones using machine learning F. Lopez-Tiro V. Estrade Jacques Hubert Daniel Flores-Araiza M. González-Mendoza Gilberto Ochoa C. Daul 32 28 0 21 Jan 2022
ERS: a novel comprehensive endoscopy image dataset for machine learning, compliant with the MST 3.0 specification Jan Cychnerski T. Dziubich Adam Brzeski 24 7 0 21 Jan 2022
The Security of Deep Learning Defences for Medical Imaging Mosh Levy Guy Amit Yuval Elovici Yisroel Mirsky AAML MedIm 41 9 0 21 Jan 2022
What Can Machine Vision Do for Lymphatic Histopathology Image Analysis: A Comprehensive Review Xiaoqi Li Hao Chen Chen Li M. Rahaman Xintong Li Jian Wu Xirong Li Hongzan Sun M. Grzegorzek 45 6 0 21 Jan 2022
Before and After: Machine learning for perioperative patient care Iuliia Ganskaia Stanislav Abaimov 13 2 0 20 Jan 2022
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods Carmina Pérez-Guerrero A. Palacios Gilberto Ochoa-Ruiz Christian Mata J. Casal M. González-Mendoza Luis Eduardo Falcón-Morales 30 8 0 20 Jan 2022
Deep Cervix Model Development from Heterogeneous and Partially Labeled Image Datasets A. Pal Z. Xue Sameer Kiran Antani 4 1 0 18 Jan 2022
Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are? I. Sobirov Otabek Nazarov Hussain Alasmawi Mohammad Yaqub ViT MedIm 33 11 0 17 Jan 2022
A New Deep Hybrid Boosted and Ensemble Learning-based Brain Tumor Analysis using MRI Mirza Mumtaz Zahoor S. A. Qureshi Dr. Saddam Hussain Khan Asifullah Khan 29 79 0 14 Jan 2022
Predicting Alzheimer's Disease Using 3DMgNet Yelu Gao Huang Huang Lian Zhang MedIm AI4CE 13 7 0 12 Jan 2022
A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods Md. Khaledur Rahman A. Azad AI4TS 27 3 0 20 Dec 2021
Robust and Privacy-Preserving Collaborative Learning: A Comprehensive Survey Shangwei Guo Xu Zhang Feiyu Yang Tianwei Zhang Yan Gan Tao Xiang Yang Liu FedML 31 9 0 19 Dec 2021
Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation Manuel García-Domínguez C. Domínguez Jónathan Heras Eloy J. Mata Vico Pascual OOD MedIm 6 0 0 16 Dec 2021
Heuristic Hyperparameter Optimization for Convolutional Neural Networks using Genetic Algorithm Meng Zhou MedIm 36 0 0 14 Dec 2021
Learning Representations with Contrastive Self-Supervised Learning for Histopathology Applications Karin Stacke Jonas Unger Claes Lundström Gabriel Eilertsen OOD SSL 21 25 0 10 Dec 2021
Optimizing Edge Detection for Image Segmentation with Multicut Penalties Steffen Jung Sebastian Ziegler Amirhossein Kardoost M. Keuper 30 4 0 10 Dec 2021
Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers Zunlei Feng Jiacong Hu Sai Wu Xiaotian Yu Mingli Song Xiuming Zhang 40 13 0 09 Dec 2021
Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation Yichi Zhang Rushi Jiao Qingcheng Liao Dongyang Li Jicong Zhang 35 56 0 05 Dec 2021
Classification of COVID-19 on chest X-Ray images using Deep Learning model with Histogram Equalization and Lungs Segmentation Aman Swaraj Karan Verma 21 6 0 05 Dec 2021
FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis Yu Feng Benteng Ma Jing Zhang Shanshan Zhao Yong-quan Xia Dacheng Tao AAML 49 84 0 02 Dec 2021