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 / 1,708 papers shown

Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNNIEEE Transactions on Biomedical Engineering (IEEE TBME), 2018

Stefan K. Piechnik

Alejandro F. Frangi

06 Nov 2018

Deep BV: A Fully Automated System for Brain Ventricle Localization and Segmentation in 3D Ultrasound Images of Embryonic Mice

128

05 Nov 2018

RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans

298

409

04 Nov 2018

Deep Learning based Computer-Aided Diagnosis Systems for Diabetic Retinopathy: A Survey

170

253

03 Nov 2018

Ischemic Stroke Lesion Segmentation in CT Perfusion Scans using Pyramid Pooling and Focal Loss

S. M. Abulnaga

Jonathan Rubin

108

02 Nov 2018

Learning from Large-scale Noisy Web Data with Ubiquitous Reweighting for Image Classification

Jia Li

128

02 Nov 2018

Performance assessment of the deep learning technologies in grading glaucoma severity

110

31 Oct 2018

Multi-Task Learning for Left Atrial Segmentation on GE-MRI

Chen Chen

Wenjia Bai

Daniel Rueckert

120

31 Oct 2018

Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping

150

30 Oct 2018

Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

Arnab Kumar Mondal

Jose Dolz

Christian Desrosiers

GAN MedIm

217

128

29 Oct 2018

An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection

Xinghao Ding

171

119

25 Oct 2018

Automated Process Incorporating Machine Learning Segmentation and Correlation of Oral Diseases with Systemic Health

25 Oct 2018

Generative adversarial networks and adversarial methods in biomedical image analysis

J. Wolterink

Konstantinos Kamnitsas

C. Ledig

Ivana Išgum

MedIm GAN

143

24 Oct 2018

Dental pathology detection in 3D cone-beam CT

A. Zakirov

M. Ezhov

Maxim Gusarev

Vladimir Alexandrovsky

E. Shumilov

MedIm

24 Oct 2018

Coarse-to-fine volumetric segmentation of teeth in Cone-Beam CT

M. Ezhov

A. Zakirov

Maxim Gusarev

101

24 Oct 2018

AUNet: Attention-guided dense-upsampling networks for breast mass segmentation in whole mammograms

Cheng Li

253

134

24 Oct 2018

End-to-End Diagnosis and Segmentation Learning from Cardiac Magnetic Resonance Imaging

124

23 Oct 2018

Brain Tumor Image Retrieval via Multitask Learning

22 Oct 2018

Dermatologist Level Dermoscopy Skin Cancer Classification Using Different Deep Learning Convolutional Neural Networks Algorithms

Amirreza Rezvantalab

H. Safigholi

Somayeh Karimijeshni

109

116

21 Oct 2018

BCR-Net: a neural network based on the nonstandard wavelet form

Yuwei Fan

Cindy Orozco Bohorquez

Lexing Ying

139

20 Oct 2018

Left Ventricle Segmentation via Optical-Flow-Net from Short-axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion

Yuanyuan Wang

115

20 Oct 2018

A Comparative Analysis of Registration Tools: Traditional vs Deep Learning Approach on High Resolution Tissue Cleared Data

Abdullah Nazib

Clinton Fookes

Dimitri Perrin

105

19 Oct 2018

Strategies for Training Stain Invariant CNNs

Germain Forestier

17 Oct 2018

SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth

Yuankai Huo

Bennett A. Landman

268

254

15 Oct 2018

Refacing: reconstructing anonymized facial features using GANs

David Abramian

Anders Eklund

PICV CVBM MedIm

140

15 Oct 2018

Channel Splitting Network for Single MR Image Super-Resolution

229

162

15 Oct 2018

Comparison-Based Convolutional Neural Networks for Cervical Cell/Clumps Detection in the Limited Data Scenario

319

14 Oct 2018

Embedded deep learning in ophthalmology: Making ophthalmic imaging smarter

243

13 Oct 2018

Cats or CAT scans: transfer learning from natural or medical image source datasets?

Veronika Cheplygina

OOD MedIm

226

12 Oct 2018

A Gentle Introduction to Deep Learning in Medical Image Processing

136

447

12 Oct 2018

Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery

145

12 Oct 2018

$Learning Optimal Deep Projection of $^{18}$F-FDG PET Imaging for Early Differential Diagnosis of Parkinsonian Syndromes$

Learning Optimal Deep Projection of

^{18}

F-FDG PET Imaging for Early Differential Diagnosis of Parkinsonian Syndromes

...

11 Oct 2018

Deep Learning for Image Denoising: A Survey

141

101

11 Oct 2018

Deep learning cardiac motion analysis for human survival prediction

...

185

227

08 Oct 2018

Coronary Artery Centerline Extraction in Cardiac CT Angiography Using a CNN-Based Orientation Classifier

Ivana Išgum

147

181

07 Oct 2018

Extended Bit-Plane Compression for Convolutional Neural Network Accelerators

Lukas Cavigelli

Luca Benini

168

01 Oct 2018

Generative Adversarial Network for Medical Images (MI-GAN)

Talha Iqbal

Hazrat Ali

GAN MedIm

146

214

01 Oct 2018

End-To-End Alzheimer's Disease Diagnosis and Biomarker Identification

152

103

01 Oct 2018

RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification

S. H. Shabbeer Basha

Soumen Ghosh

Kancharagunta Kishan Babu

S. Dubey

Viswanath Pulabaigari

Snehasis Mukherjee

221

30 Sep 2018

Multi-Level Contextual Network for Biomedical Image Segmentation

Amirhossein Dadashzadeh

Alireza Tavakoli Targhi

SSeg MedIm

30 Sep 2018

Deep Adversarial Training for Multi-Organ Nuclei Segmentation in Histopathology Images

304

317

29 Sep 2018

Left Ventricle Segmentation and Quantification from Cardiac Cine MR Images via Multi-task Learning

Shusil Dangi

Z. Yaniv

Cristian A. Linte

174

26 Sep 2018

MedAL: Deep Active Learning Sampling Method for Medical Image AnalysisInternational Conference on Machine Learning and Applications (ICMLA), 2018

143

25 Sep 2018

Segmentation of Skin Lesions and their Attributes Using Multi-Scale Convolutional Neural Networks and Domain Specific Augmentations

Mostafa Jahanifar

Neda Zamani Tajeddin

Navid Alemi Koohbanani

A. Gooya

Nasir M. Rajpoot

288

23 Sep 2018

Classifying Mammographic Breast Density by Residual Learning

Cheng Li

21 Sep 2018

Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images

154

20 Sep 2018

Generative Adversarial Network in Medical Imaging: A Review

486

1,556

19 Sep 2018

Albumentations: fast and flexible image augmentations

529

2,329

18 Sep 2018

Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue

...

17 Sep 2018

Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network

Xi Sheryl Zhang

Jingyuan Chou

Fei Wang

206

17 Sep 2018