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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
ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification M. Al-Shabi Kelvin Shak Maxine Tan 78 56 0 29 Oct 2020
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis Jiancheng Yang Rui Shi Bingbing Ni VLM 127 305 0 28 Oct 2020
What is the best data augmentation for 3D brain tumor segmentation? M. Cirillo David Abramian Anders Eklund 49 4 0 26 Oct 2020
Fine-tuning ERNIE for chest abnormal imaging signs extraction Zhaoning Li Jiangtao Ren MedIm 28 8 0 25 Oct 2020
Tissue characterization based on the analysis on i3DUS data for diagnosis support in neurosurgery Moucheng Xu 33 0 0 24 Oct 2020
Feature matching in Ultrasound images Hangwei Zhu Zihao Wang 24 2 0 23 Oct 2020
Learning Black-Box Attackers with Transferable Priors and Query Feedback Jiancheng Yang Yangzhou Jiang Xiaoyang Huang Bingbing Ni Chenglong Zhao AAML 135 82 0 21 Oct 2020
Towards Maximizing the Representation Gap between In-Domain & Out-of-Distribution Examples Jay Nandy Wynne Hsu Mong Li Lee UQCV 92 61 0 20 Oct 2020
Multiclass Wound Image Classification using an Ensemble Deep CNN-based Classifier Behrouz Rostami D. Anisuzzaman Chuanbo Wang Sandeep Gopalakrishnan J. Niezgoda Zeyun Yu 65 79 0 19 Oct 2020
Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound Hongxu Yang Caifeng Shan Alexander F. Kolen Peter H. N. de With 53 13 0 19 Oct 2020
QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics Luca Parisi D. Neagu R. Ma F. Campean MedIm 37 53 0 15 Oct 2020
Exploring Flip Flop memories and beyond: training recurrent neural networks with key insights C. Jarne 51 0 0 15 Oct 2020
Deep Learning in Ultrasound Elastography Imaging Hongliang Li Manish Bhatt Zhen Qu Shiming Zhang Martin C. Hartel A. Khademhosseini G. Cloutier 33 0 0 14 Oct 2020
SAR: Scale-Aware Restoration Learning for 3D Tumor Segmentation Xiaoman Zhang Shixiang Feng Yuhang Zhou Ya Zhang Yanfeng Wang 72 17 0 13 Oct 2020
Fully Automatic Wound Segmentation with Deep Convolutional Neural Networks Chuanbo Wang D. Anisuzzaman Victor Williamson M. K. Dhar Behrouz Rostami J. Niezgoda Sandeep Gopalakrishnan Zeyun Yu 51 157 0 12 Oct 2020
An Encoder-Decoder CNN for Hair Removal in Dermoscopic Images Lidia Talavera-Martínez P. Bibiloni Manuel González Hidalgo MedIm 22 4 0 10 Oct 2020
Deep Active Learning for Joint Classification & Segmentation with Weak Annotator Soufiane Belharbi Ismail Ben Ayed Luke McCaffrey Eric Granger VLM 82 30 0 10 Oct 2020
Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization Alexander Katzmann O. Taubmann Stephen Ahmad Alexander Muhlberg M. Sühling H. Groß MedIm 34 19 0 09 Oct 2020
pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis Alain Jungo Olivier Scheidegger Mauricio Reyes F. Balsiger 70 39 0 07 Oct 2020
Deep learning models for predictive maintenance: a survey, comparison, challenges and prospect O. Serradilla E. Zugasti Urko Zurutuza AI4CE 27 19 0 07 Oct 2020
Neurodevelopmental Age Estimation of Infants Using a 3D-Convolutional Neural Network Model based on Fusion MRI Sequences M. Shabanian A. Siddiqui H. Chen J. DeVincenzo 48 0 0 07 Oct 2020
Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging G. Liang Connor Greenwell Yu Zhang Xiaoqin Wang Ramakanth Kavuluru Nathan Jacobs 110 22 0 06 Oct 2020
Fast Mesh Data Augmentation via Chebyshev Polynomial of Spectral filtering Shih-Gu Huang M. Chung A. Qiu Alzheimer's Disease Neuroimaging Initiative OOD MedIm 35 11 0 06 Oct 2020
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation Jeya Maria Jose Valanarasu Vishwanath A. Sindagi Ilker Hacihaliloglu Vishal M. Patel SSeg 88 169 0 04 Oct 2020
Towards Cross-modality Medical Image Segmentation with Online Mutual Knowledge Distillation Kang Li Lequan Yu Shujun Wang Pheng-Ann Heng 68 105 0 04 Oct 2020
Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening Sumeet Menon David Chapman Phuong Nguyen Yelena Yesha Michael Morris Babak Saboury MedIm 57 7 0 02 Oct 2020
Discriminative and Generative Models for Anatomical Shape Analysison Point Clouds with Deep Neural Networks B. Gutiérrez-Becker Ignacio Sarasua Christian Wachinger 3DPC MedIm 61 13 0 02 Oct 2020
Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT O. Alirr OOD 63 19 0 01 Oct 2020
Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review Shahabedin Nabavi Azar Ejmalian M. Moghaddam A. A. Abin Alejandro F. Frangi M. Mohammadi H. S. Rad 78 34 0 01 Oct 2020
Spectral Decomposition in Deep Networks for Segmentation of Dynamic Medical Images Edgar A. Rios Piedra Morteza Mardani Frank Ong Ukash Nakarmi Joseph Y. Cheng S. Vasanawala 16 0 0 30 Sep 2020
A Comprehensive Review for MRF and CRF Approaches in Pathology Image Analysis Yixin Li Chen Li Xiaoyan Li Kai Wang M. Rahaman Changhao Sun Hao Chen Xinran Wu Hong-Yu Zhang Qian Wang MedIm 45 52 0 29 Sep 2020
A Comprehensive Survey of Machine Learning Applied to Radar Signal Processing Ping Lang Xiongjun Fu M. Martorella Jian Dong Rui Qin Xianpeng Meng M. Xie 43 43 0 29 Sep 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng Asoke K. Nandi SSeg OOD 115 579 0 28 Sep 2020
Locally orderless tensor networks for classifying two- and three-dimensional medical images Raghavendra Selvan S. Orting Erik Dam 109 6 0 25 Sep 2020
A Unifying Review of Deep and Shallow Anomaly Detection Lukas Ruff Jacob R. Kauffmann Robert A. Vandermeulen G. Montavon Wojciech Samek Marius Kloft Thomas G. Dietterich Klaus-Robert Muller UQCV 150 806 0 24 Sep 2020
A deep learning pipeline for identification of motor units in musculoskeletal ultrasound Hazrat Ali Johannes Umander R. Rohlén C. Grönlund MedIm 42 13 0 23 Sep 2020
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation Ran Gu Guotai Wang Tao Song Rui Huang Michael Aertsen Jan Deprest Sébastien Ourselin Tom Vercauteren Shaoting Zhang SSeg 135 473 0 22 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 199 80 0 17 Sep 2020
Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images Lequan Yu Zhicheng Zhang Xuelong Li Lei Xing MedIm 58 116 0 16 Sep 2020
Image Based Artificial Intelligence in Wound Assessment: A Systematic Review D. Anisuzzaman Chuanbo Wang Behrouz Rostami Sandeep Gopalakrishnan J. Niezgoda Zeyun Yu 48 69 0 15 Sep 2020
Multi-structure bone segmentation in pediatric MR images with combined regularization from shape priors and adversarial network Arnaud Boutillon Bhushan S Borotikar Valérie Burdin Pierre-Henri Conze MedIm 87 18 0 15 Sep 2020
Synthesizing brain tumor images and annotations by combining progressive growing GAN and SPADE Mehdi Foroozandeh Anders Eklund GAN MedIm 55 17 0 13 Sep 2020
MeLIME: Meaningful Local Explanation for Machine Learning Models T. Botari Frederik Hvilshoj Rafael Izbicki A. Carvalho AAML FAtt 75 16 0 12 Sep 2020
3D Reconstruction and Segmentation of Dissection Photographs for MRI-free Neuropathology Henry F. J. Tregidgo Adrià Casamitjana Caitlin S. Latimer Mitchell D Kilgore Eleanor D. Robinson ... Bruce Fischl Adrian Dalca C. M. Donald Dirk C. Keene Juan Eugenio Iglesias 66 6 0 11 Sep 2020
A Survey on Data Pricing: from Economics to Data Science J. Pei 128 120 0 09 Sep 2020
Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks Tabea Kossen Pooja Subramaniam V. Madai A. Hennemuth Kristian Hildebrand ... Michelle Livne Ivana Galinovic Ahmed A. Khalil J. Fiebach D. Frey MedIm 29 0 0 09 Sep 2020
Neural-PDE: A RNN based neural network for solving time dependent PDEs Yihao Hu Tong Zhao Shixin Xú Zhiliang Xu Lizhen Lin AIMat AI4TS AI4CE 63 9 0 08 Sep 2020
Adversarial Machine Learning in Image Classification: A Survey Towards the Defender's Perspective G. R. Machado Eugênio Silva R. Goldschmidt AAML 136 164 0 08 Sep 2020
Deep Learning and Reinforcement Learning for Autonomous Unmanned Aerial Systems: Roadmap for Theory to Deployment Jithin Jagannath Anu Jagannath Sean Furman Tyler Gwin 84 25 0 07 Sep 2020
Localization and classification of intracranialhemorrhages in CT data Jakub Nemček Roman Jakubicek Jiri Chmelik 31 6 0 07 Sep 2020