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

IEEE transactions on medical imaging, 2016-05, Vol.35 (5), p.1285-1298

2016

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Medical Image Synthesis for Data Augmentation and Anonymization Using Generative Adversarial Networks

Simulation and Synthesis in Medical Imaging, 2018, Vol.11037, p.1-11

2018

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Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data

IEEE transactions on pattern analysis and machine intelligence, 2013-08, Vol.35 (8), p.1930-1943

2013

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Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, p.2497-2506

2016

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

Computer methods in biomechanics and biomedical engineering., 2018-01, Vol.6 (1), p.1-6

2018

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Interleaved text/image Deep Mining on a large-scale radiology database

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, p.1090-1099

2015

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Anatomy-specific classification of medical images using deep convolutional nets

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), 2015, p.101-104

2015

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DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, p.556-564

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A large language model for electronic health records

NPJ digital medicine, 2022-12, Vol.5 (1), p.194-194, Article 194

2022

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Chemical identification and indexing in full-text articles: an overview of the NLM-Chem track at BioCreative VII

Database : the journal of biological databases and curation, 2023-03, Vol.2023

2023

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GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-Tuning for Alzheimer’s Disease Diagnosis from MRI

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, p.688-697

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Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition

2017 IEEE Winter Conference on Applications of Computer Vision (WACV), 2017, p.998-1007

2017

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Tunable CT Lung Nodule Synthesis Conditioned on Background Image and Semantic Features

Simulation and Synthesis in Medical Imaging, 2019, Vol.11827, p.62-70

2019

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Leveraging Mid-Level Semantic Boundary Cues for Automated Lymph Node Detection

Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015, p.53-61

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Interleaved Text/Image Deep Mining on a Large-Scale Radiology Image Database

Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2017, p.305-321

2017

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Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging

Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2017, p.113-136

2017

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The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

IEEE transactions on medical imaging, 2015-10, Vol.34 (10), p.1993-2024

2015

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The Potential Dangers of Artificial Intelligence for Radiology and Radiologists

Journal of the American College of Radiology, 2020-10, Vol.17 (10), p.1309-1311

2020

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Natural Language Processing for Large-Scale Medical Image Analysis Using Deep Learning

Deep Learning for Medical Image Analysis, 2017

2017

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Autoencoder in Time-Series Analysis for Unsupervised Tissues Characterisation in a Large Unlabelled Medical Image Dataset

2011 10th International Conference on Machine Learning and Applications and Workshops, 2011, Vol.1, p.259-264

2011

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Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data : LEARNING DEEP ARCHITECTURES

IEEE transactions on pattern analysis and machine intelligence, 2013, Vol.35 (8), p.1930-1943

2013

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Chapter 17 - Natural Language Processing for Large-Scale Medical Image Analysis Using Deep Learning

Deep Learning for Medical Image Analysis, 2017, p.405-421

2017

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Diagnostic Performance of %[-2]proPSA and Prostate Health Index for Prostate Cancer: Prospective, Multi-institutional Study

Journal of Korean Medical Science, 2018, 33(11), , pp.42-51

2018

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Creating Semantic Data from Relational Database

2013 International Conference on Social Computing, 2013, p.1081-1086

2013

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Characterization of PPO (polyphenol oxidase) cDNA in sweet persimmon (Diospyros kaki)

Journal of plant biology = Singmul Hakhoe chi, 1999-03, Vol.42 (1), p.16-22

1999

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

Medical Image Synthesis for Data Augmentation and Anonymization Using Generative Adversarial Networks

Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data

Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation

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

Interleaved text/image Deep Mining on a large-scale radiology database

Anatomy-specific classification of medical images using deep convolutional nets

DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation

A large language model for electronic health records

Chemical identification and indexing in full-text articles: an overview of the NLM-Chem track at BioCreative VII

GANDALF: Generative Adversarial Networks with Discriminator-Adaptive Loss Fine-Tuning for Alzheimer’s Disease Diagnosis from MRI

Unsupervised Joint Mining of Deep Features and Image Labels for Large-Scale Radiology Image Categorization and Scene Recognition

Tunable CT Lung Nodule Synthesis Conditioned on Background Image and Semantic Features

Leveraging Mid-Level Semantic Boundary Cues for Automated Lymph Node Detection

Interleaved Text/Image Deep Mining on a Large-Scale Radiology Image Database

Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

The Potential Dangers of Artificial Intelligence for Radiology and Radiologists

Natural Language Processing for Large-Scale Medical Image Analysis Using Deep Learning

Autoencoder in Time-Series Analysis for Unsupervised Tissues Characterisation in a Large Unlabelled Medical Image Dataset

Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data : LEARNING DEEP ARCHITECTURES

Chapter 17 - Natural Language Processing for Large-Scale Medical Image Analysis Using Deep Learning

Diagnostic Performance of %[-2]proPSA and Prostate Health Index for Prostate Cancer: Prospective, Multi-institutional Study

Creating Semantic Data from Relational Database

Characterization of PPO (polyphenol oxidase) cDNA in sweet persimmon (Diospyros kaki)

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