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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
Mix-n-Match: Ensemble and Compositional Methods for Uncertainty Calibration in Deep Learning Jize Zhang B. Kailkhura T. Y. Han UQCV 106 227 0 16 Mar 2020
Building and Interpreting Deep Similarity Models Oliver Eberle Jochen Büttner Florian Kräutli K. Müller Matteo Valleriani G. Montavon 81 59 0 11 Mar 2020
SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification Sam Maksoud Kun-li Zhao Peter Hobson A. Jennings Brian C. Lovell 66 30 0 11 Mar 2020
Deep learning approach for breast cancer diagnosis E. Rashed S. A. E. Seoud AI4CE 77 26 0 10 Mar 2020
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? Olivier Vincent C. Gros Joseph Paul Cohen Julien Cohen-Adad 51 5 0 09 Mar 2020
An Hybrid Method for the Estimation of the Breast Mechanical Parameters Diogo Lopes A. Fernandes S. Clain 29 0 0 09 Mar 2020
MRI Super-Resolution with GAN and 3D Multi-Level DenseNet: Smaller, Faster, and Better Yuhua Chen A. Christodoulou Zhengwei Zhou Feng Shi Yibin Xie Debiao Li MedIm SupR 59 44 0 02 Mar 2020
Deep Learning in Mining Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain AI4CE 73 288 0 28 Feb 2020
Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes with Applications to Anomaly Detection William Paul I-J. Wang F. Alajaji Philippe Burlina DiffM DRL 70 6 0 25 Feb 2020
Distributed Ledger for Provenance Tracking of Artificial Intelligence Assets Philipp Lüthi Thibault Gagnaux Marcel Gygli 29 14 0 25 Feb 2020
Predicting Rate of Cognitive Decline at Baseline Using a Deep Neural Network with Multidata Analysis S. Candemir X. V. Nguyen Luciano M Prevedello M. Bigelow Richard D. White B. S. Erdal 49 11 0 24 Feb 2020
High-Order Paired-ASPP Networks for Semantic Segmenation Yu Zhang Changrui Chen Junyu Dong Xin Sun Yue Shen 132 2 0 18 Feb 2020
Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks Roi Pony I. Naeh Shie Mannor AAML 93 54 0 12 Feb 2020
Neuroevolution of Neural Network Architectures Using CoDeepNEAT and Keras J. Bohrer Bruno Iochins Grisci M. Dorn 39 12 0 11 Feb 2020
Artificial Intelligence Assistance Significantly Improves Gleason Grading of Prostate Biopsies by Pathologists W. Bulten M. Balkenhol J. A. Belinga A. Brilhante A. Çakır ... H. V. van Boven R. Vink J. A. van der Laak C. Hulsbergen-van der Kaa G. Litjens 83 132 0 11 Feb 2020
Importance-Driven Deep Learning System Testing Simos Gerasimou Hasan Ferit Eniser A. Sen Alper Çakan AAML VLM 101 99 0 09 Feb 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 178 140 0 09 Feb 2020
A neural network model that learns differences in diagnosis strategies among radiologists has an improved area under the curve for aneurysm status classification in magnetic resonance angiography image series Y. Tachibana Masataka Nishimori Naoyuki Kitamura Kensuke Umehara Junko Ota T. Obata T. Higashi 21 2 0 03 Feb 2020
Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning Shanhui Sun Jing Hu Mingqing Yao Jinrong Hu Xiaodong Yang Qi Song Xi Wu 77 24 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 66 32 0 28 Jan 2020
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks Pierre-Henri Conze A. Emre Kavur E. Gall N. Gezer Y. Meur M. Alper Selver F. Rousseau SSeg MedIm 65 104 0 26 Jan 2020
Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach Misgina Tsighe Hagos 50 3 0 26 Jan 2020
Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns Hongwei Bran Li T. Loehr Anjany Sekuboyina Jianguo Zhang Benedikt Wiestler Bjoern Menze OOD 45 3 0 25 Jan 2020
Brain Tumor Classification Using Deep Learning Technique -- A Comparison between Cropped, Uncropped, and Segmented Lesion Images with Different Sizes Ali Mohammad Alqudah Hiam Alquraan Isam F. Abu-Qasmieh A. Alqudah Wafaa Al-Sharu 24 125 0 23 Jan 2020
A versatile anomaly detection method for medical images with a flow-based generative model in semi-supervision setting Hisaichi Shibata S. Hanaoka Y. Nomura Takahiro Nakao Issei Sato D. Sato Naoto Hayashi O. Abe MedIm 34 2 0 22 Jan 2020
An Efficient Framework for Automated Screening of Clinically Significant Macular Edema Renoh Johnson Chalakkal Faizal M. F. Hafiz W. Abdulla Akshya Swain 56 23 0 20 Jan 2020
OralCam: Enabling Self-Examination and Awareness of Oral Health Using a Smartphone Camera Yuan Liang Hsuan-Wei Fan Zhujun Fang L. Miao Wen Li Xuan Zhang Weibin Sun Kun Wang Lei He Xiang Ánthony' Chen 59 37 0 16 Jan 2020
A Reference Architecture for Plausible Threat Image Projection (TIP) Within 3D X-ray Computed Tomography Volumes Qian Wang Najla Megherbi Bouallagu T. Breckon 69 10 0 15 Jan 2020
Sparse Black-box Video Attack with Reinforcement Learning Xingxing Wei Huanqian Yan Yue Liu AAML 134 51 0 11 Jan 2020
A context based deep learning approach for unbalanced medical image segmentation Balamurali Murugesan Kaushik Sarveswaran S. VijayaRaghavan Sharath M. Shankaranarayana Keerthi Ram M. Sivaprakasam GAN MedIm SSeg 63 10 0 08 Jan 2020
Deep Learning-Based Solvability of Underdetermined Inverse Problems in Medical Imaging Chang Min Hyun Seong Hyeon Baek M. Lee S. Lee J.K. Seo 131 41 0 06 Jan 2020
Deep Transfer Convolutional Neural Network and Extreme Learning Machine for Lung Nodule Diagnosis on CT images Xufeng Huang Qiang Lei Tingli Xie Yiming Zhang Zhen Hu Qi Zhou MedIm 45 80 0 05 Jan 2020
Segmentation of Cellular Patterns in Confocal Images of Melanocytic Lesions in vivo via a Multiscale Encoder-Decoder Network (MED-Net) Kivanc Kose Alican Bozkurt C. Alessi-Fox M. Gill C. Longo G. Pellacani Jennifer Dy Dana H. Brooks M. Rajadhyaksha 61 31 0 03 Jan 2020
Non-rigid Registration Method between 3D CT Liver Data and 2D Ultrasonic Images based on Demons Model Shuo Huang Ke Wu Xiaolin Meng Cheng Li 31 3 0 31 Dec 2019
Volumetric Lung Nodule Segmentation using Adaptive ROI with Multi-View Residual Learning Muhammad Usman B. Lee Shi-Sub Byon Sung Hyun Kim Byung-il Lee 82 70 0 31 Dec 2019
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 249 840 0 31 Dec 2019
Differentially Private M-band Wavelet-Based Mechanisms in Machine Learning Environments Kenneth Choi Tony Lee 54 2 0 30 Dec 2019
A New Approach for Explainable Multiple Organ Annotation with Few Data Régis Pierrard Jean-Philippe Poli C´eline Hudelot 29 8 0 30 Dec 2019
Learning from Learning Machines: Optimisation, Rules, and Social Norms Travis LaCroix Yoshua Bengio 42 7 0 29 Dec 2019
Arachne: Search Based Repair of Deep Neural Networks Jeongju Sohn Sungmin Kang S. Yoo KELM 80 50 0 28 Dec 2019
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 185 584 0 28 Dec 2019
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 117 528 0 27 Dec 2019
Fully Automated Multi-Organ Segmentation in Abdominal Magnetic Resonance Imaging with Deep Neural Networks Yuhua Chen Dan Ruan Jiayu Xiao Lixia Wang Bin Sun R. Saouaf Wensha Yang Debiao Li Z. Fan 69 59 0 23 Dec 2019
Artificial Intelligence in Surgery Xiao-Yun Zhou Yao Guo Mali Shen Guang-Zhong Yang AI4CE 56 5 0 23 Dec 2019
Evaluation of Multi-Slice Inputs to Convolutional Neural Networks for Medical Image Segmentation Minh H. Vu G. Grimbergen T. Nyholm Tommy Löfstedt SSeg 69 32 0 19 Dec 2019
Measuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations Andreas Holzinger André M. Carrington Heimo Muller LRM XAI ELM 71 309 0 19 Dec 2019
SegTHOR: Segmentation of Thoracic Organs at Risk in CT images Zoé Lambert Caroline Petitjean B. Dubray S. Ruan OOD 53 3 0 12 Dec 2019
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 144 2,675 0 11 Dec 2019
Automatic Analysis System of Calcaneus Radiograph: Rotation-Invariant Landmark Detection for Calcaneal Angle Measurement, Fracture Identification and Fracture Region Segmentation Jia Guo Yuxuan Mu Dong Xue Huiqi Li Junxian Chen Huanxin Yan Hailin Xu Wei Wang 35 0 0 10 Dec 2019
Object Detection with Convolutional Neural Networks Kaidong Li Wenchi Ma Usman Sajid Yuanwei Wu Guanghui Wang ObjD 71 47 0 04 Dec 2019