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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
MS-HLMO: Multi-scale Histogram of Local Main Orientation for Remote Sensing Image Registration Chen Gao Wei Li Ran Tao Qian Du 46 44 0 01 Apr 2022
Tooth Instance Segmentation on Panoramic Dental Radiographs Using U-Nets and Morphological Processing Serdar Helli̇ A. Hamamci 32 11 0 31 Mar 2022
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks Z. S. Aaraji Hawraa Abbas 50 6 0 31 Mar 2022
An Efficient Anchor-free Universal Lesion Detection in CT-scans Manu Sheoran Meghal Dani Monika Sharma Lovekesh Vig MedIm 65 6 0 30 Mar 2022
Harmonizing Pathological and Normal Pixels for Pseudo-healthy Synthesis Yunlong Zhang Xin Lin Yihong Zhuang LiyanSun Yue Huang Xinghao Ding Guisheng Wang Ling Yang Yizhou Yu MedIm 45 6 0 29 Mar 2022
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection Arshi Parvaiz Muhammad Anwaar Khalid Rukhsana Zafar Huma Ameer M. Ali M. Fraz MedIm 79 64 0 29 Mar 2022
Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutation D. J. Ho M. Chui Chad M. Vanderbilt J. Jung M. Robson Chan-Sik Park Jin Roh Thomas J. Fuchs 121 26 0 28 Mar 2022
A Two-Stage Federated Transfer Learning Framework in Medical Images Classification on Limited Data: A COVID-19 Case Study Alex Zhang Naomi Fengqi Li OOD FedML 86 5 0 24 Mar 2022
Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder Yu Tian Guansong Pang Yuyuan Liu Chong Wang Yuanhong Chen Fengbei Liu Rajvinder Singh Johan Verjans Mengyu Wang G. Carneiro ViT 111 24 0 22 Mar 2022
End-to-End Learned Block-Based Image Compression with Block-Level Masked Convolutions and Asymptotic Closed Loop Training Fatih Kamisli 60 2 0 22 Mar 2022
SSD-KD: A Self-supervised Diverse Knowledge Distillation Method for Lightweight Skin Lesion Classification Using Dermoscopic Images Yongwei Wang Yuheng Wang Tim K. Lee Chunyan Miao Z. J. Wang 64 82 0 22 Mar 2022
Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation Zhaotao Wu Jia Wei Jiabing Wang Rui Li 50 4 0 21 Mar 2022
Phase Recognition in Contrast-Enhanced CT Scans based on Deep Learning and Random Sampling B. Dao Thang V. Nguyen Hieu H. Pham H. Nguyen 48 18 0 20 Mar 2022
Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis Khiem H. Le Tuan V. Tran Hieu H. Pham Hieu T. Nguyen T. Le H. Nguyen 76 25 0 20 Mar 2022
Beyond Explaining: Opportunities and Challenges of XAI-Based Model Improvement Leander Weber Sebastian Lapuschkin Alexander Binder Wojciech Samek 109 103 0 15 Mar 2022
Reachability In Simple Neural Networks Marco Sälzer M. Lange 34 3 0 15 Mar 2022
DKMA-ULD: Domain Knowledge augmented Multi-head Attention based Robust Universal Lesion Detection Manu Sheoran Meghal Dani Monika Sharma Lovekesh Vig 52 5 0 14 Mar 2022
LesionPaste: One-Shot Anomaly Detection for Medical Images Weikai Huang Yijin Huang Xiaoying Tang MedIm 63 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 24 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 156 153 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 135 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 64 27 0 01 Mar 2022
ReCasNet: Improving consistency within the two-stage mitosis detection framework Chawan Piansaddhayanon S. Santisukwongchote S. Shuangshoti Qingyi Tao S. Sriswasdi Ekapol Chuangsuwanich 42 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 64 50 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 61 4 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 66 19 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 33 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 90 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 73 50 0 13 Feb 2022
Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training Zihang Liu Chunhui Zhao 58 4 0 12 Feb 2022
Deep Learning for Computational Cytology: A Survey Hao Jiang Yanning Zhou Yi Lin R. Chan Jiangshu Liu Hao Chen 108 80 0 10 Feb 2022
Towards a Guideline for Evaluation Metrics in Medical Image Segmentation Dominik Muller Iñaki Soto Rey Frank Kramer 86 313 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 48 11 0 09 Feb 2022
Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification Gustavo de Rosa Mateus Roder João Paulo Papa 44 1 0 08 Feb 2022
Multi-Label Classification of Thoracic Diseases using Dense Convolutional Network on Chest Radiographs Dipkamal Bhusal S. Panday 73 5 0 08 Feb 2022
Approximate Bisimulation Relations for Neural Networks and Application to Assured Neural Network Compression Weiming Xiang Zhongzhu Shao 45 8 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 100 245 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 58 59 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 59 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 42 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 197 712 0 24 Jan 2022
Mutual Attention-based Hybrid Dimensional Network for Multimodal Imaging Computer-aided Diagnosis Yin Dai Yifan Gao Fayu Liu Jun Fu 34 4 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 52 19 0 23 Jan 2022
Deeply Explain CNN via Hierarchical Decomposition Mingg-Ming Cheng Peng-Tao Jiang Linghao Han Liang Wang Philip Torr FAtt 96 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 Christian Daul 87 31 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 44 7 0 21 Jan 2022
The Security of Deep Learning Defences for Medical Imaging Mosh Levy Guy Amit Yuval Elovici Yisroel Mirsky AAML MedIm 146 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 97 6 0 21 Jan 2022
Before and After: Machine learning for perioperative patient care Iuliia Ganskaia Stanislav Abaimov 56 3 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 52 8 0 20 Jan 2022