(Q33822228)

29 July 2017

title

Deep Learning in Medical Image Analysis (English)

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29 July 2017

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1

Dinggang Shen

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29 July 2017

Guorong Wu

2

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29 July 2017

Heung-Il Suk

series ordinal

3

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29 July 2017

language of work or name

English

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publication date

9 March 2017

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Annual Review of Biomedical Engineering

29 July 2017

published in

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29 July 2017

volume

19

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29 July 2017

page(s)

221-248

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FULLY CONVOLUTIONAL NETWORKS FOR MULTI-MODALITY ISOINTENSE INFANT BRAIN IMAGE SEGMENTATION

29 July 2017

cites work

1 reference

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4 July 2018

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Automatic Segmentation of MR Brain Images With a Convolutional Neural Network

4 July 2018

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Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing

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4 July 2018

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Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

4 July 2018

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Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks

4 July 2018

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Deep 3D Convolutional Encoder Networks With Shortcuts for Multiscale Feature Integration Applied to Multiple Sclerosis Lesion Segmentation

4 July 2018

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Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

4 July 2018

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Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks

4 July 2018

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Combining Generative and Discriminative Representation Learning for Lung CT Analysis With Convolutional Restricted Boltzmann Machines

4 July 2018

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Mastering the game of Go with deep neural networks and tree search

4 July 2018

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Deep MRI brain extraction: A 3D convolutional neural network for skull stripping

4 July 2018

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4 July 2018

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Deformable MR Prostate Segmentation via Deep Feature Learning and Sparse Patch Matching

4 July 2018

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Classifiers for Ischemic Stroke Lesion Segmentation: A Comparison Study

4 July 2018

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Scalable High-Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning

4 July 2018

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Improving Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation.

4 July 2018

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Bodypart Recognition Using Multi-stage Deep Learning.

4 July 2018

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https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images

4 July 2018

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Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data

4 July 2018

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4 July 2018

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Deep neural network with weight sparsity control and pre-training extracts hierarchical features and enhances classification performance: Evidence from whole-brain resting-state functional connectivity patterns of schizophrenia.

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation

4 July 2018

1 reference

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LINKS: learning-based multi-source IntegratioN frameworK for Segmentation of infant brain images

4 July 2018

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4 July 2018

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Deep learning for neuroimaging: a validation study

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis

4 July 2018

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Automatic prostate MR image segmentation with sparse label propagation and domain-specific manifold regularization

4 July 2018

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Latent feature representation with stacked auto-encoder for AD/MCI diagnosis

4 July 2018

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Segmentation of neonatal brain MR images using patch-driven level sets

4 July 2018

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Stacked autoencoders for unsupervised feature learning and multiple organ detection in a pilot study using 4D patient data

4 July 2018

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Deformable medical image registration: a survey

4 July 2018

1 reference

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S-HAMMER: hierarchical attribute-guided, symmetric diffeomorphic registration for MR brain images

4 July 2018

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Automatic segmentation of neonatal images using convex optimization and coupled level sets.

4 July 2018

1 reference

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DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Automatic segmentation of newborn brain MRI.

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Reducing the dimensionality of data with neural networks

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

A fast learning algorithm for deep belief nets

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

The perceptron: a probabilistic model for information storage and organization in the brain

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Training products of experts by minimizing contrastive divergence

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Auto-association by multilayer perceptrons and singular value decomposition

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

A Bottom-up Approach for Pancreas Segmentation using Cascaded Superpixels and (Deep) Image Patch Labeling.

4 July 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Deep models for brain EM image segmentation: novel insights and improved performance

29 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Locality Sensitive Deep Learning for Detection and Classification of Nuclei in Routine Colon Cancer Histology Images.

29 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition.

29 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box.

29 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Multi-scale Convolutional Neural Networks for Lung Nodule Classification.

29 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Morphology-driven automatic segmentation of MR images of the neonatal brain

29 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Diffeomorphic demons: efficient non-parametric image registration.

29 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Automatic segmentation and reconstruction of the cortex from neonatal MRI.

29 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Learning-based deformable registration of MR brain images

29 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Automatic segmentation of MR images of the developing newborn brain.

29 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

Adaptive, template moderated, spatially varying statistical classification.

29 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

The "wake-sleep" algorithm for unsupervised neural networks.

29 October 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5479722

29 October 2018

1 reference

12 December 2020

Representation learning: a unified deep learning framework for automatic prostate MR segmentation

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Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks

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Manifold learning of brain MRIs by deep learning

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Unsupervised deep feature learning for deformable registration of MR brain images

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Deep learning based imaging data completion for improved brain disease diagnosis

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Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders

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Deep Voting: A Robust Approach Toward Nucleus Localization in Microscopy Images

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Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks.

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10.1146/ANNUREV-BIOENG-071516-044442

Identifiers

DOI

1 reference

29 July 2017

1 reference

29 July 2017

1 reference