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
Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey S. Silva Peyman Najafirad AAML OOD 31 131 0 01 Jul 2020
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification Pushpak Pati Guillaume Jaume Lauren Alisha Fernandes A. Foncubierta Florinda Feroce ... G. Botti O. Goksel Jean-Philippe Thiran Maria Frucci M. Gabrani 31 69 0 01 Jul 2020
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning L. Hesse P. A. Jong J. Pluim Veronika Cheplygina 19 1 0 30 Jun 2020
Statistical Mechanical Analysis of Neural Network Pruning Rupam Acharyya Ankani Chattoraj Boyu Zhang Shouman Das Daniel Stefankovic 32 0 0 30 Jun 2020
$Terahertz Pulse Shaping Using Diffractive Surfaces$ Terahertz Pulse Shaping Using Diffractive Surfaces Muhammed Veli Deniz Mengu N. Yardimci Yilin Luo Jingxi Li Y. Rivenson Mona Jarrahi Aydogan Ozcan 28 4 0 30 Jun 2020
A Tool for Automatic Estimation of Patient Position in Spinal CT Data Roman Jakubicek Tomáš Vičar Jiri Chmelik OOD 8 1 0 27 Jun 2020
Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy Yu Tian Gabriel Maicas L. Pu Rajvinder Singh Johan Verjans G. Carneiro MedIm 35 39 0 26 Jun 2020
Deep Q-Network-Driven Catheter Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning and Dual-UNet Hongxu Yang Caifeng Shan Alexander F. Kolen Peter H. N. de With 27 26 0 25 Jun 2020
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net Dominik Muller Iñaki Soto Rey Frank Kramer 33 70 0 24 Jun 2020
Realistic Adversarial Data Augmentation for MR Image Segmentation Chen Chen C. Qin Huaqi Qiu Cheng Ouyang Shuo Wang Liang Chen G. Tarroni Wenjia Bai Daniel Rueckert GAN MedIm 31 83 0 23 Jun 2020
Unified Representation Learning for Efficient Medical Image Analysis Ghada Zamzmi S. Rajaraman Sameer Kiran Antani 6 17 0 19 Jun 2020
Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional Networks Sérgio Pereira Adriano Pinto Joana Amorim Alexandrine Ribeiro Victor Alves Carlos Alberto Silva 16 63 0 19 Jun 2020
DS6, Deformation-aware Semi-supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data S. Chatterjee Kartik Prabhu Mahantesh Pattadkal Gerda Bortsova Chompunuch Sarasaen Florian Dubost Hendrik Mattern Marleen de Bruijne Oliver Speck Andreas Nürnberger 26 18 0 18 Jun 2020
Mitosis Detection Under Limited Annotation: A Joint Learning Approach Pushpak Pati A. Foncubierta-Rodríguez Orçun Göksel M. Gabrani 19 6 0 17 Jun 2020
Gradient Amplification: An efficient way to train deep neural networks S. Basodi Chunyan Ji Haiping Zhang Yi Pan ODL 12 112 0 16 Jun 2020
An empirical study on using CNNs for fast radio signal prediction Ozan Ozyegen Sanaz Mohammadjafari Karim El mokhtari Mucahit Cevik J. Ethier Ayse Basar 18 12 0 16 Jun 2020
Adversarial representation learning for synthetic replacement of private attributes John Martinsson Edvin Listo Zec D. Gillblad Olof Mogren PICV 22 8 0 14 Jun 2020
HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach Kamran Kowsari R. Sali L. Ehsan W. Adorno Asad Ali S. Moore B. Amadi P. Kelly Sana Syed Donald Brown 23 56 0 12 Jun 2020
Diagnosis and Analysis of Celiac Disease and Environmental Enteropathy on Biopsy Images using Deep Learning Approaches Kamran Kowsari 30 2 0 11 Jun 2020
Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors Gerda Bortsova C. González-Gonzalo S. Wetstein Florian Dubost Ioannis Katramados ... Bram van Ginneken J. Pluim M. Veta Clara I. Sánchez Marleen de Bruijne AAML MedIm 21 3 0 11 Jun 2020
Wat zei je? Detecting Out-of-Distribution Translations with Variational Transformers Tim Z. Xiao Aidan Gomez Y. Gal UQLM 17 33 0 08 Jun 2020
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation Debesh Jha Michael A. Riegler Dag Johansen Pål Halvorsen Haavard D. Johansen SSeg 14 586 0 08 Jun 2020
Deep Sequential Feature Learning in Clinical Image Classification of Infectious Keratitis Ye-sheng Xu Ming Kong Wen-jia Xie Run-Ping Duan Zhengqing Fang Yuxiao Lin Qiang Zhu Siliang Tang Fei Wu Yu-feng Yao MedIm 19 53 0 04 Jun 2020
Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment Chao Chen Zhihong Chen Xinyu Jin Lanjuan Li W. Speier C. Arnold 6 4 0 30 May 2020
Machine Learning for Condensed Matter Physics Edwin Bedolla L. C. Padierna R. Castañeda-Priego AI4CE 28 66 0 28 May 2020
Adversarial Attacks and Defense on Texts: A Survey A. Huq Mst. Tasnim Pervin AAML 14 21 0 28 May 2020
Universal Lesion Detection by Learning from Multiple Heterogeneously Labeled Datasets K. Yan Jinzheng Cai Adam P. Harrison D. Jin Jing Xiao Le Lu 23 17 0 28 May 2020
An ENAS Based Approach for Constructing Deep Learning Models for Breast Cancer Recognition from Ultrasound Images Mohammed Ahmed H. Du A. AlZoubi 41 8 0 27 May 2020
Precisely Predicting Acute Kidney Injury with Convolutional Neural Network Based on Electronic Health Record Data Yu Wang J. Bao Jianqiang Du Yongfeng Li 25 2 0 27 May 2020
Multi-task deep learning for image segmentation using recursive approximation tasks Rihuan Ke Aurélie Bugeau Nicolas Papadakis Mark Kirkland P. Schuetz Carola-Bibiane Schönlieb SSeg 35 17 0 26 May 2020
Interpreting Chest X-rays via CNNs that Exploit Hierarchical Disease Dependencies and Uncertainty Labels Hieu H. Pham T. Le Dat Ngo Dat Q. Tran H. Nguyen 31 163 0 25 May 2020
Vulnerability of deep neural networks for detecting COVID-19 cases from chest X-ray images to universal adversarial attacks Hokuto Hirano K. Koga Kazuhiro Takemoto AAML 27 47 0 22 May 2020
Polarimetric image augmentation Marc Blanchon Olivier Morel F. Mériaudeau R. Seulin Désiré Sidibé 16 5 0 22 May 2020
Bridging the gap between Natural and Medical Images through Deep Colorization Lia Morra Luca Piano Fabrizio Lamberti Tatiana Tommasi MedIm 31 15 0 21 May 2020
Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification Renato Hermoza Gabriel Maicas Jacinto C. Nascimento G. Carneiro 29 22 0 21 May 2020
Deep Learning-Based Automated Image Segmentation for Concrete Petrographic Analysis Yu Song Zilong Huang Chuanyue Shen Humphrey Shi D. Lange SSeg 29 80 0 21 May 2020
SINVAD: Search-based Image Space Navigation for DNN Image Classifier Test Input Generation Sungmin Kang R. Feldt S. Yoo AAML 26 32 0 19 May 2020
Separation of Memory and Processing in Dual Recurrent Neural Networks Christian Oliva Luis F. Lago-Fernández 31 1 0 17 May 2020
KEIS@JUST at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERT Saja Khaled Tawalbeh Mahmoud M. Hammad Mohammad Al-Smadi 6 12 0 15 May 2020
A Learning-from-noise Dilated Wide Activation Network for denoising Arterial Spin Labeling (ASL) Perfusion Images Danfeng Xie Yiran Li HanLu Yang L. Bai Lei Zhang Ze Wang AI4CE 6 2 0 15 May 2020
Guided interactive image segmentation using machine learning and color based data set clustering A. Friebel T. Johann D. Drasdo S. Hoehme 34 2 0 15 May 2020
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning Maureen van Eijnatten L. Rundo K. Batenburg F. Lucka E. Beddowes C. Caldas F. Gallagher Evis Sala Carola-Bibiane Schönlieb Ramona Woitek 37 14 0 15 May 2020
Multi-Channel Transfer Learning of Chest X-ray Images for Screening of COVID-19 Sampa Misra Seungwan Jeon Seiyon Lee R. Managuli Chulhong Kim 31 81 0 12 May 2020
Segmentation of Macular Edema Datasets with Small Residual 3D U-Net Architectures Jonathan Frawley Chris G. Willcocks M. Habib Caspar Geenen D. Steel B. Obara 12 2 0 10 May 2020
A Survey on Deep Learning for Neuroimaging-based Brain Disorder Analysis Li Zhang Mingliang Wang Mingxia Liu Daoqiang Zhang 23 155 0 10 May 2020
Predicting Scores of Medical Imaging Segmentation Methods with Meta-Learning Tom van Sonsbeek Veronika Cheplygina 23 2 0 08 May 2020
Source-Relaxed Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 33 84 0 07 May 2020
Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans I. Drokin Elena Ericheva 3DPC 28 8 0 07 May 2020
Multi-task pre-training of deep neural networks for digital pathology Romain Mormont Pierre Geurts R. Marée 8 50 0 05 May 2020
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors Adriano Lucieri Muhammad Naseer Bajwa S. Braun M. I. Malik Andreas Dengel Sheraz Ahmed MedIm 165 64 0 05 May 2020