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
Human Blastocyst Classification after In Vitro Fertilization Using Deep Learning Ali Akbar Septiandri A. Jamal P. Iffanolida O. Riayati B. Wiweko 20 8 0 28 Aug 2020
Modality Attention and Sampling Enables Deep Learning with Heterogeneous Marker Combinations in Fluorescence Microscopy Alvaro Gomariz Tiziano Portenier Patrick M. Helbling S. Isringhausen U. Suessbier C. Nombela-Arrieta O. Goksel 22 12 0 27 Aug 2020
Towards Practical 2D Grapevine Bud Detection with Fully Convolutional Networks Wenceslao Villegas Marset Diego Sebastián Pérez Carlos Ariel Díaz F. Bromberg 27 1 0 27 Aug 2020
Disentangled Representations for Domain-generalized Cardiac Segmentation Xiao Liu Spyridon Thermos A. Chartsias Alison Q. OÑeil Sotirios A. Tsaftaris OOD 16 22 0 26 Aug 2020
Learning Models of Individual Behavior in Chess Reid McIlroy-Young Russell Wang S. Sen Jon M. Kleinberg Ashton Anderson 36 12 0 23 Aug 2020
Emergent symbolic language based deep medical image classification Aritra Chowdhury Alberto Santamaria-Pang James R. Kubricht Peter Tu MedIm 34 12 0 22 Aug 2020
A Survey on Assessing the Generalization Envelope of Deep Neural Networks: Predictive Uncertainty, Out-of-distribution and Adversarial Samples Julia Lust Alexandru Paul Condurache UQCV AAML AI4CE 29 8 0 21 Aug 2020
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019 Zhang Li Jiehua Zhang T. Tan Xichao Teng Xiaoliang Sun ... P. Schüffler Qifeng Yu Hui Chen Yuling Tang G. Litjens 41 86 0 21 Aug 2020
The Homophily Principle in Social Network Analysis Kazi Zainab Khanam Gautam Srivastava Vijay K. Mago 6 18 0 21 Aug 2020
Image Segmentation of Zona-Ablated Human Blastocysts Md Yousuf Harun M. A. Rahman Joshua Mellinger Willy Chang Thomas T F Huang B. Walker Kristen Hori A. Ohta 12 4 0 19 Aug 2020
Training CNN Classifiers for Semantic Segmentation using Partially Annotated Images: with Application on Human Thigh and Calf MRI C. Wong S. Marchesseau M. Kalimeri Tiang Siew Yap Serena S. H. Teo ... C. Khoo Philip T. H. Lee M. Leow J. Totman M. Stephenson 22 0 0 16 Aug 2020
Survey of XAI in digital pathology Milda Pocevičiūtė Gabriel Eilertsen Claes Lundström 14 56 0 14 Aug 2020
Uncertainty Quantification using Variational Inference for Biomedical Image Segmentation Abhinav Sagar UQCV 16 16 0 12 Aug 2020
Enhancing Fiber Orientation Distributions using convolutional Neural Networks Oeslle Lucena S. Vos V. Vakharia J. Duncan K. Ashkan Rachel Sparks Sebastien Ourselin 16 3 0 12 Aug 2020
Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography P. Leydon M. O'Connell Derek Greene Kathleen M. Curran 19 5 0 12 Aug 2020
Deep learning for photoacoustic imaging: a survey Changchun Yang Hengrong Lan Feng Gao Fei Gao VLM MedIm 22 21 0 10 Aug 2020
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images Kang Zhou Yuting Xiao Jianlong Yang Jun Cheng Wen Liu Weixin Luo Zaiwang Gu Jiang-Dong Liu Shenghua Gao MedIm 44 115 0 09 Aug 2020
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19) Md. Milon Islam Fakhri Karray R. Alhajj Jia Zeng 32 216 0 09 Aug 2020
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies Thomas Kustner Tobias Hepp Marc Fischer Martin Schwartz A. Fritsche ... F. Bamberg Bin Yang F. Schick S. Gatidis J. Machann 24 1 0 05 Aug 2020
Learning Interpretable Microscopic Features of Tumor by Multi-task Adversarial CNNs To Improve Generalization Mara Graziani Sebastian Otalora Stephane Marchand-Maillet Henning Muller Vincent Andrearczyk AAML MedIm 32 0 0 04 Aug 2020
State-of-the-art Techniques in Deep Edge Intelligence Ahnaf Hannan Lodhi Barış Akgün Öznur Özkasap 39 5 0 03 Aug 2020
Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images Yuting He Tiantian Li Guanyu Yang Youyong Kong Yang Chen H. Shu J. Coatrieux J. Dillenseger Shuo Li MedIm 14 25 0 03 Aug 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 58 627 0 02 Aug 2020
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification Linchuan Xu Jun Huang Atsushi Nitanda R. Asaoka Kenji Yamanishi 18 8 0 31 Jul 2020
Black-box Adversarial Sample Generation Based on Differential Evolution Junyu Lin Lei Xu Yingqi Liu Xinming Zhang AAML 20 35 0 30 Jul 2020
EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal Pathology Zheyu Zhu Yuzhe Lu Ruining Deng Haichun Yang Agnes B. Fogo Yuankai Huo MedIm 23 12 0 28 Jul 2020
Joint reconstruction and bias field correction for undersampled MR imaging Mélanie Gaillochet K. Tezcan E. Konukoglu 11 13 0 26 Jul 2020
A deep learning based multiscale approach to segment cancer area in liver whole slide image Yanbo Feng A. Hafiane H. Laurent MedIm 10 3 0 25 Jul 2020
Improved Slice-wise Tumour Detection in Brain MRIs by Computing Dissimilarities between Latent Representations Alexandra-Ioana Albu A. Enescu Luigi Malagò DRL 18 1 0 24 Jul 2020
Harnessing spatial homogeneity of neuroimaging data: patch individual filter layers for CNNs Fabian Eitel J. P. Albrecht M. Weygandt Friedemann Paul K. Ritter 26 2 0 23 Jul 2020
Privacy-preserving Artificial Intelligence Techniques in Biomedicine Reihaneh Torkzadehmahani Reza Nasirigerdeh David B. Blumenthal T. Kacprowski M. List ... Harald H. H. W. Schmidt A. Schwalber Christof Tschohl Andrea Wohner Jan Baumbach 26 60 0 22 Jul 2020
Depthwise Spatio-Temporal STFT Convolutional Neural Networks for Human Action Recognition Sudhakar Kumawat Manisha Verma Yuta Nakashima Shanmuganathan Raman 141 42 0 22 Jul 2020
CVR-Net: A deep convolutional neural network for coronavirus recognition from chest radiography images Md. Kamrul Hasan Md. Ashraful Alam M. E. Elahi Shidhartho Roy Sifat Redwan Wahid OOD 34 22 0 21 Jul 2020
Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation B. Shirokikh A. Shevtsov Anvar Kurmukov A. Dalechina Egor Krivov V. Kostjuchenko A. Golanov Mikhail Belyaev 22 20 0 20 Jul 2020
Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications Lijun Gong Kai Ma Yefeng Zheng 22 14 0 20 Jul 2020
Deep Learning Based Brain Tumor Segmentation: A Survey Zhihua Liu Lei Tong Zheheng Jiang Long Chen Feixiang Zhou Qianni Zhang Xiangrong Zhang Ling Li Huiyu Zhou 3DV 31 228 0 18 Jul 2020
Contextualizing Enhances Gradient Based Meta Learning Evan Vogelbaum Rumen Dangovski L. Jing Marin Soljacic 39 3 0 17 Jul 2020
BDTF: A Blockchain-Based Data Trading Framework with Trusted Execution Environment Guoxiong Su Wenyuan Yang Zhengding Luo Yinghong Zhang Zhiqiang Bai Yuesheng Zhu 6 12 0 14 Jul 2020
Learning and Exploiting Interclass Visual Correlations for Medical Image Classification Dong Wei Shilei Cao Kai Ma Yefeng Zheng 6 4 0 13 Jul 2020
Domain aware medical image classifier interpretation by counterfactual impact analysis Dimitrios Lenis David Major M. Wimmer Astrid Berg Gert Sluiter Katja Bühler OOD MedIm 20 27 0 13 Jul 2020
Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation Kang Li Shujun Wang Lequan Yu Pheng-Ann Heng 19 51 0 13 Jul 2020
MeDaS: An open-source platform as service to help break the walls between medicine and informatics Liang Zhang Johann Li Ping Li Xiaoyuan Lu Peiyi Shen Guangming Zhu Syed Afaq Ali Shah Bennamoun Kun Qian Björn W. Schuller MedIm 26 6 0 12 Jul 2020
Deep Learning-Based Regression and Classification for Automatic Landmark Localization in Medical Images Julia M. H. Noothout B. D. de Vos J. Wolterink E. Postma P. Smeets R. Takx T. Leiner M. Viergever Ivana Išgum 16 83 0 10 Jul 2020
Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection Qingsong Yao Zecheng He Hu Han Kevin Zhou AAML 12 36 0 10 Jul 2020
Medical Instrument Detection in Ultrasound-Guided Interventions: A Review Hongxu Yang Caifeng Shan Alexander F. Kolen Peter H. N. de With 6 7 0 09 Jul 2020
Deep Placental Vessel Segmentation for Fetoscopic Mosaicking Sophia Bano Francisco Vasconcelos Luke M. Shepherd E. V. Poorten Tom Vercauteren Sebastien Ourselin A. David Jan Deprest Danail Stoyanov 25 38 0 08 Jul 2020
MCU-Net: A framework towards uncertainty representations for decision support system patient referrals in healthcare contexts Nabeel Seedat OOD 6 5 0 08 Jul 2020
An Elastic Interaction-Based Loss Function for Medical Image Segmentation Yuan Lan Y. Xiang Luchan Zhang 6 21 0 06 Jul 2020
Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning Hui Xie Zhe Pan Leixin Zhou F. Zaman Danny Chen J. Jonas Yaxing Wang Xiaodong Wu OOD 14 3 0 02 Jul 2020
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights Shail Dave Riyadh Baghdadi Tony Nowatzki Sasikanth Avancha Aviral Shrivastava Baoxin Li 64 82 0 02 Jul 2020