v1v2 (latest)

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"

50 / 1,597 papers shown

Title
A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis Samuel Budd E. C. Robinson Bernhard Kainz LM&MA 77 485 0 07 Oct 2019
A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology J. Clough Nicholas Byrne Ilkay Oksuz Zhenzhong Lan Julia A. Schnabel A. King 90 221 0 04 Oct 2019
Training Multiscale-CNN for Large Microscopy Image Classification in One Hour Kushal Datta Imtiaz Hossain Sun Choi V. Saletore Kyle H. Ambert William J. Godinez Xian Zhang 19 4 0 03 Oct 2019
Deep learning tools for the measurement of animal behavior in neuroscience Mackenzie W. Mathis Alexander Mathis 3DV VLM 114 318 0 30 Sep 2019
Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation Xianxu Hou Jingxin Liu Bolei Xu Bozhi Liu Xin Chen M. Ilyas I. Ellis J. Garibaldi Guoping Qiu 55 19 0 25 Sep 2019
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis Mahmut Yurt S. Dar Aykut Erdem Erkut Erdem Tolga Çukur MedIm 83 145 0 25 Sep 2019
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture Rüdiger Schmitz F. Madesta M. Nielsen Jenny Krause R. Werner T. Rösch MedIm AI4CE 72 88 0 24 Sep 2019
Automatic Mouse Embryo Brain Ventricle & Body Segmentation and Mutant Classification From Ultrasound Data Using Deep Learning Ziming Qiu N. Nair Jack Langerman O. Aristizábal J. Mamou D. Turnbull J. Ketterling Yao Wang 31 3 0 23 Sep 2019
Deep Local Global Refinement Network for Stent Analysis in IVOCT Images Yuyu Guo 3DV 74 6 0 23 Sep 2019
Genetic Neural Architecture Search for automatic assessment of human sperm images Erfan Miahi Seyed Abolghasem Mirroshandel Alexis Nasr 75 29 0 20 Sep 2019
Representation Learning for Electronic Health Records W. Weng Peter Szolovits 81 19 0 19 Sep 2019
Multimodal Multitask Representation Learning for Pathology Biobank Metadata Prediction W. Weng Yuannan Cai Angela Lin Fraser Tan Po-Hsuan Cameron Chen 53 19 0 17 Sep 2019
The impact of patient clinical information on automated skin cancer detection André G. C. Pacheco R. Krohling 95 158 0 16 Sep 2019
Meta-neural-network for Realtime and Passive Deep-learning-based Object Recognition Jingkai Weng Yu-jiang Ding Chengbo Hu Xue‐Feng Zhu B. Liang Jing Yang Jian-chun Cheng ObjD 42 66 0 16 Sep 2019
A superpixel-driven deep learning approach for the analysis of dermatological wounds G. Blanco A. J. Traina C. Traina P. M. A. Marques A. E. Jorge Daniel de Oliveira M. Bedo 52 43 0 13 Sep 2019
Center-Extraction-Based Three Dimensional Nuclei Instance Segmentation of Fluorescence Microscopy Images D. J. Ho Shuo Han Chichen Fu P. Salama K. Dunn Edward J. Delp MedIm 78 6 0 13 Sep 2019
Perceptual Image Anomaly Detection Nina Tuluptceva Bart Bakker Irina Fedulova Anton Konushin 35 5 0 12 Sep 2019
CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI Dennis Bontempi Sergio Benini A. Signoroni M. Svanera L. Muckli 3DV 125 26 0 11 Sep 2019
Skin cancer detection based on deep learning and entropy to detect outlier samples André G. C. Pacheco Abder-Rahman Ali Thomas Trappenberg 64 44 0 10 Sep 2019
Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images B. Kim Jose Dolz Pierre-Marc Jodoin Christian Desrosiers 63 29 0 09 Sep 2019
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey Jérôme Rony Soufiane Belharbi Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 163 74 0 08 Sep 2019
Intensity augmentation for domain transfer of whole breast segmentation in MRI L. Hesse Grey Kuling M. Veta Anne L. Martel 33 5 0 05 Sep 2019
CT Data Curation for Liver Patients: Phase Recognition in Dynamic Contrast-Enhanced CT Bo Zhou Adam P. Harrison Jiawen Yao Chi-Tung Cheng Jing Xiao Chien-Hung Liao Le Lu 57 11 0 05 Sep 2019
Self-Attentive Adversarial Stain Normalization A. Shrivastava W. Adorno Yash Sharma L. Ehsan S. A. Ali S. Moore B. Amadi P. Kelly Sana Syed Donald E. Brown MedIm 44 24 0 04 Sep 2019
Random Error Sampling-based Recurrent Neural Network Architecture Optimization Andrés Camero J. Toutouh Enrique Alba 75 16 0 04 Sep 2019
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification E. Pooch P. Ballester Rodrigo C. Barros OOD 125 124 0 03 Sep 2019
A Tool for Super-Resolving Multimodal Clinical MRI Mikael Brudfors Yael Balbastre P. Nachev John Ashburner 49 11 0 03 Sep 2019
Kidney tumor segmentation using an ensembling multi-stage deep learning approach. A contribution to the KiTS19 challenge Gianmarco Santini Noémie Moreau M. Rubeaux 21 31 0 02 Sep 2019
DeepHealth: Review and challenges of artificial intelligence in health informatics Gloria Hyunjung Kwak Pan Hui SyDa 58 26 0 01 Sep 2019
Automatic Detection of Bowel Disease with Residual Networks R. Holland U. Patel P. Lung E. Chotzoglou Bernhard Kainz 30 5 0 31 Aug 2019
Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning Zahra Sobhaninia Shima Rafiei Ali Emami N. Karimi Kayvan Najarian S. Samavi S. M. Reza Soroushmehr 43 101 0 31 Aug 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 152 471 0 31 Aug 2019
EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators Lukas Cavigelli Georg Rutishauser Luca Benini MQ 67 34 0 30 Aug 2019
DeepDistance: A Multi-task Deep Regression Model for Cell Detection in Inverted Microscopy Images C. Koyuncu G. N. Gunesli R. Cetin-Atalay Cigdem Demir 56 25 0 29 Aug 2019
Metric-based Regularization and Temporal Ensemble for Multi-task Learning using Heterogeneous Unsupervised Tasks D. Kim Seung Hyun Lee B. Song 40 3 0 29 Aug 2019
Distributed Deep Learning for Precipitation Nowcasting S. Samsi Christopher J. Mattioli Mark S. Veillette 80 23 0 28 Aug 2019
O-MedAL: Online Active Deep Learning for Medical Image Analysis A. Smailagic P. Costa Alex Gaudio Kartik Khandelwal Mostafa Mirshekari ... Susu Xu Adrian Galdran Pei Zhang A. Campilho Hae Young Noh FedML MedIm 75 37 0 28 Aug 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 174 771 0 27 Aug 2019
Extending TensorFlow's Semantics with Pipelined Execution S. Whitlock James R. Larus Edouard Bugnion 26 1 0 25 Aug 2019
Representation Learning with Autoencoders for Electronic Health Records: A Comparative Study Najibesadat Sadati Milad Zafar Nezhad R. Chinnam D. Zhu BDL OOD 78 16 0 24 Aug 2019
Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-Voting Runnan Chen Yuexin Ma Nenglun Chen Daniel Lee Wenping Wang 63 89 0 23 Aug 2019
Feature Learning to Automatically Assess Radiographic Knee Osteoarthritis Severity Joseph Antony Kevin McGuinness Kieran Moran Noel E. O'Connor 31 7 0 23 Aug 2019
Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial T. Pianpanit Sermkiat Lolak Phattarapong Sawangjai Ekapol Chuangsuwanich Theerawit Wilaiprasitporn 51 3 0 23 Aug 2019
Optimal input configuration of dynamic contrast enhanced MRI in convolutional neural networks for liver segmentation M. J. Jansen Hugo J. Kuijf J. Pluim 38 3 0 22 Aug 2019
Dataset Growth in Medical Image Analysis Research Y. Landau N. Kiryati OOD 65 33 0 21 Aug 2019
A unified representation network for segmentation with missing modalities Kenneth Lau J. Adler Jens Sjölund 53 24 0 19 Aug 2019
Discretely-constrained deep network for weakly supervised segmentation Jizong Peng H. Kervadec Jose Dolz Ismail Ben Ayed M. Pedersoli Christian Desrosiers 67 32 0 15 Aug 2019
A deep learning model for segmentation of geographic atrophy to study its long-term natural history B. Liefers J. Colijn C. González-Gonzalo T. Verzijden P. Mitchell C. Hoyng Bram van Ginneken C. Klaver C. I. Sánchez 26 58 0 15 Aug 2019
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods Miriam Hagele P. Seegerer Sebastian Lapuschkin M. Bockmayr Wojciech Samek Frederick Klauschen K. Müller Alexander Binder 117 163 0 15 Aug 2019
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation Problems Anna Kuzina Evgenii Egorov Evgeny Burnaev MedIm 141 19 0 15 Aug 2019