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
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 25 44 0 02 Mar 2020
Deep Learning in Mining Biological Data M. S. M. Mahmud M. S. Kaiser Amir Hussain AI4CE 28 286 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 21 6 0 25 Feb 2020
Distributed Ledger for Provenance Tracking of Artificial Intelligence Assets Philipp Lüthi Thibault Gagnaux Marcel Gygli 22 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 16 10 0 24 Feb 2020
High-Order Paired-ASPP Networks for Semantic Segmenation Yu Zhang Xin Sun Junyu Dong Changrui Chen Yue Shen 60 2 0 18 Feb 2020
Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks Roi Pony I. Naeh Shie Mannor AAML 21 51 0 12 Feb 2020
Neuroevolution of Neural Network Architectures Using CoDeepNEAT and Keras J. Bohrer Bruno Iochins Grisci M. Dorn 23 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 16 128 0 11 Feb 2020
Importance-Driven Deep Learning System Testing Simos Gerasimou Hasan Ferit Eniser A. Sen Alper Çakan AAML VLM 32 98 0 09 Feb 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 117 135 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 6 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 16 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 42 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 19 100 0 26 Jan 2020
Point-of-Care Diabetic Retinopathy Diagnosis: A Standalone Mobile Application Approach Misgina Tsighe Hagos 39 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 H. Menze OOD 23 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 18 124 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 14 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 35 22 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 18 35 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 27 10 0 15 Jan 2020
Sparse Black-box Video Attack with Reinforcement Learning Xingxing Wei Huanqian Yan Yue Liu AAML 31 49 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 6 9 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 27 40 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 26 77 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 23 30 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 14 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 17 69 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 40 815 0 31 Dec 2019
Differentially Private M-band Wavelet-Based Mechanisms in Machine Learning Environments Kenneth Choi Tony Lee 11 2 0 30 Dec 2019
A New Approach for Explainable Multiple Organ Annotation with Few Data Régis Pierrard Jean-Philippe Poli C´eline Hudelot 16 8 0 30 Dec 2019
Learning from Learning Machines: Optimisation, Rules, and Social Norms Travis LaCroix Yoshua Bengio 28 7 0 29 Dec 2019
Arachne: Search Based Repair of Deep Neural Networks Jeongju Sohn Sungmin Kang S. Yoo KELM 32 46 0 28 Dec 2019
Deep neural network models for computational histopathology: A survey C. Srinidhi Ozan Ciga Anne L. Martel AI4CE 39 567 0 28 Dec 2019
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 43 513 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 21 58 0 23 Dec 2019
Artificial Intelligence in Surgery Xiao-Yun Zhou Yao Guo Mali Shen Guang-Zhong Yang AI4CE 30 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 36 31 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 36 300 0 19 Dec 2019
SegTHOR: Segmentation of Thoracic Organs at Risk in CT images Zoé Lambert Caroline Petitjean B. Dubray S. Ruan OOD 30 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 62 2,576 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 31 0 0 10 Dec 2019
Object Detection with Convolutional Neural Networks Kaidong Li Wenchi Ma Usman Sajid Yuanwei Wu Guanghui Wang ObjD 31 47 0 04 Dec 2019
The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 Challenge N. Heller Fabian Isensee Klaus H. Maier-Hein X. Hou Chunmei Xie ... S. Peterson A. Kalapara N. Sathianathen Nikolaos Papanikolopoulos C. Weight 28 474 0 02 Dec 2019
Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation Alireza Mehrtash W. Wells C. Tempany Purang Abolmaesumi Tina Kapur OOD FedML UQCV 24 265 0 29 Nov 2019
Learning from Irregularly Sampled Data for Endomicroscopy Super-resolution: A Comparative Study of Sparse and Dense Approaches A. Szczotka D. I. Shakir D. Ravì Matthew J. Clarkson Stephen P. Pereira Tom Vercauteren 19 9 0 29 Nov 2019
Leveraging Self-supervised Denoising for Image Segmentation M. Prakash T. Buchholz Manan Lalit P. Tomančák Florian Jug Alexander Krull 26 17 0 27 Nov 2019
High- and Low-level image component decomposition using VAEs for improved reconstruction and anomaly detection David Zimmerer Jens Petersen Klaus Maier-Hein DRL 28 7 0 27 Nov 2019
Multi-Object Portion Tracking in 4D Fluorescence Microscopy Imagery with Deep Feature Maps Yang Jiao Monica M. C. Weng Mei Yang 39 3 0 26 Nov 2019