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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"

50 / 1,708 papers shown

Evolving the pulmonary nodules diagnosis from classical approaches to deep learning aided decision support: three decades development course and future prospect

204

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A Large-scale Multimodal Study for Predicting Mortality Risk Using Minimal and Low Parameter Models and Separable Risk Assessment

Alvaro E. Ulloa Cerna

23 Jan 2019

Reducing the Model Variance of a Rectal Cancer Segmentation Network

198

22 Jan 2019

Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection

M. Tofighi

Tiantong Guo

Jairam K. P. Vanamala

V. Monga

100

21 Jan 2019

Visualized Insights into the Optimization Landscape of Fully Convolutional Networks

Jianjie Lu

K. Tong

229

20 Jan 2019

Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation

254

16 Jan 2019

Interpretable machine learning: definitions, methods, and applications

404

1,640

14 Jan 2019

Assessment of central serous chorioretinopathy (CSC) depicted on color fundus photographs using deep Learning

14 Jan 2019

Iterative Deep Learning Based Unbiased Stereology With Human-in-the-Loop

14 Jan 2019

The Liver Tumor Segmentation Benchmark (LiTS)

Avi Ben-Cohen

...

Bram van Ginneken

580

1,280

13 Jan 2019

Deep-learning-based identification of odontogenic keratocysts in hematoxylin- and eosin-stained jaw cyst specimens

12 Jan 2019

Multi-Level Batch Normalization In Deep Networks For Invasive Ductal Carcinoma Cell Discrimination In Histopathology Images

Francisco Perdigon Romero

A. Tang

Samuel Kadoury

11 Jan 2019

Deep Learning for Anomaly Detection: A Survey

Raghavendra Chalapathy

Sanjay Chawla

AI4TS

665

1,682

10 Jan 2019

Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders

196

06 Jan 2019

A Distance Map Regularized CNN for Cardiac Cine MR Image Segmentation

Shusil Dangi

Cristian A. Linte

Z. Yaniv

188

04 Jan 2019

A Noise-Sensitivity-Analysis-Based Test Prioritization Technique for Deep Neural Networks

152

01 Jan 2019

Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification

Marc Combalia

João Paulo Papa

160

30 Dec 2018

Drug cell line interaction prediction

Pengfei Liu

172

127

28 Dec 2018

Adversarial Attack and Defense on Graph Data: A Survey

Lichao Sun

Philip S. Yu

426

351

26 Dec 2018

Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images

G. Zeng

Guoyan Zheng

111

24 Dec 2018

AVRA: Automatic Visual Ratings of Atrophy from MRI images using Recurrent Convolutional Neural Networks

G. Mårtensson

D. Ferreira

L. Cavallin

J.-Sebastian Muehlboeck

L. Wahlund

Chunliang Wang

E. Westman

250

23 Dec 2018

Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review

Yoshinobu Sato

186

20 Dec 2018

A Tour of Unsupervised Deep Learning for Medical Image Analysis

Khalid Raza

N. Singh

OOD MedIm

146

126

19 Dec 2018

Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method

165

19 Dec 2018

Boundary loss for highly unbalanced segmentation

Jose Dolz

455

603

17 Dec 2018

TOP-GAN: Label-Free Cancer Cell Classification Using Deep Learning with a Small Training Set

115

17 Dec 2018

Convolutional herbal prescription building method from multi-scale facial features

133

17 Dec 2018

HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images

341

1,264

16 Dec 2018

Automatic quantification of the LV function and mass: a deep learning approach for cardiovascular MRI

A. Curiale

F. D. Colavecchia

G. Mato

14 Dec 2018

The Coherent Point Drift for Clustered Point Sets

Dmitrii Lachinov

Vadim Turlapov

14 Dec 2018

No Peek: A Survey of private distributed deep learning

206

109

08 Dec 2018

Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss

124

06 Dec 2018

Cerebrovascular Network Segmentation on MRA Images with Deep Learning

146

04 Dec 2018

Feasibility of Colon Cancer Detection in Confocal Laser Microscopy Images Using Convolution Neural Networks

154

04 Dec 2018

Split learning for health: Distributed deep learning without sharing raw patient data

282

845

03 Dec 2018

SUSAN: Segment Unannotated image Structure using Adversarial Network

Fang Liu

GAN MedIm

251

03 Dec 2018

A multi-task deep learning model for the classification of Age-related Macular Degeneration

116

02 Dec 2018

Towards Robust Lung Segmentation in Chest Radiographs with Deep Learning

Jyoti Islam

Yanqing Zhang

OOD

116

30 Nov 2018

EV-SegNet: Semantic Segmentation for Event-based Cameras

Inigo Alonso

Ana C. Murillo

225

173

29 Nov 2018

Image Reconstruction with Predictive Filter Flow

Shu Kong

Charless C. Fowlkes

SupR

203

28 Nov 2018

An overview of deep learning in medical imaging focusing on MRIZeitschrift für Medizinische Physik (Z Med Phys), 2018

A. Lundervold

OOD

340

1,807

25 Nov 2018

Response monitoring of breast cancer on DCE-MRI using convolutional neural network-generated seed points and constrained volume growing

Bas H. M. van der Velden

Ivana Isgum

121

22 Nov 2018

Automatic Three-Dimensional Cephalometric Annotation System Using Three-Dimensional Convolutional Neural Networks

107

19 Nov 2018

Not just a matter of semantics: the relationship between visual similarity and semantic similarity

C. Brust

Joachim Denzler

17 Nov 2018

Unsupervised domain adaptation for medical imaging segmentation with self-ensembling

339

233

14 Nov 2018

Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network

111

280

10 Nov 2018

Intrinsic Geometric Vulnerability of High-Dimensional Artificial Intelligence

Luca Bortolussi

G. Sanguinetti

AAML

215

08 Nov 2018

Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches

08 Nov 2018

Neural Image Compression for Gigapixel Histopathology Image AnalysisIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018

199

232

07 Nov 2018

Deep Neural Networks for ECG-free Cardiac Phase and End-Diastolic Frame Detection on Coronary Angiographies

Costin Ciusdel

Phi Vu Tran

Andrei Puiu

Lucian Itu

...

Thomas Redel

Puneet Sharma

07 Nov 2018