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Simulating clinical features on chest radiographs for medical image exploration and CNN explainability using a style-based generative adversarial autoencoder

Scientific reports, 2024-10, Vol.14 (1), p.24427-12, Article 24427

2024

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Deep Learning Automated Background Phase Error Correction for Abdominopelvic 4D Flow MRI

Radiology, 2022-03, Vol.302 (3), p.584-592

2022

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Deep Learning Single-Frame and Multiframe Super-Resolution for Cardiac MRI

Radiology, 2020-06, Vol.295 (3), p.552-561

2020

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Fully automated convolutional neural network-based affine algorithm improves liver registration and lesion co-localization on hepatobiliary phase T1-weighted MR images

European radiology experimental, 2019-10, Vol.3 (1), p.43-14, Article 43

2019

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Automated selection of myocardial inversion time with a convolutional neural network: Spatial temporal ensemble myocardium inversion network (STEMI‐NET)

Magnetic resonance in medicine, 2019-05, Vol.81 (5), p.3283-3291

2019

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Augmenting Interpretation of Chest Radiographs With Deep Learning Probability Maps

Journal of thoracic imaging, 2020-09, Vol.35 (5), p.285-293

2020

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4D flow MRI quantification of mitral and tricuspid regurgitation: Reproducibility and consistency relative to conventional MRI

Journal of magnetic resonance imaging, 2018-10, Vol.48 (4), p.1147-1158

2018

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Deep Learning for Inference of Hepatic Proton Density Fat Fraction From T1-Weighted In-Phase and Opposed-Phase MRI: Retrospective Analysis of Population-Based Trial Data

American journal of roentgenology (1976), 2023-11, Vol.221 (5), p.620-631

2023

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Evaluation of atrial septal defects with 4D flow MRI—multilevel and inter-reader reproducibility for quantification of shunt severity

Magma (New York, N.Y.), 2019-04, Vol.32 (2), p.269-279

2019

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Convolutional neural network-automated hepatobiliary phase adequacy evaluation may optimize examination time

European journal of radiology, 2020-03, Vol.124, p.108837-108837, Article 108837

2020

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Proteomics and machine learning in the prediction and explanation of low pectoralis muscle area

Scientific reports, 2024-08, Vol.14 (1), p.17981-13, Article 17981

2024

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Emergent intubation and CT scan pathology of blunt trauma patients with Glasgow Coma Scale scores of 3-13

Prehospital and disaster medicine, 1993-09, Vol.8 (3), p.229-236

1993

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Sleep apnea and the risk of dementia: a population-based 5-year follow-up study in Taiwan

PloS one, 2013-10, Vol.8 (10), p.e78655-e78655

2013

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The effect of cold temperature on increased exacerbation of chronic obstructive pulmonary disease: a nationwide study

PloS one, 2013-03, Vol.8 (3), p.e57066-e57066

2013

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Fibroblast activation protein augments progression and metastasis of pancreatic ductal adenocarcinoma

JCI insight, 2017-10, Vol.2 (19)

2017

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Early role of vascular dysregulation on late-onset Alzheimer’s disease based on multifactorial data-driven analysis

Nature communications, 2016-06, Vol.7 (1), p.11934-11934, Article 11934

2016

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Clinical characteristics and outcomes for 7,995 patients with SARS-CoV-2 infection

PloS one, 2021-03, Vol.16 (3), p.e0243291-e0243291

2021

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CD33 Alzheimer's disease locus: altered monocyte function and amyloid biology

Nature neuroscience, 2013-07, Vol.16 (7), p.848-850

2013

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Ferritin levels in the cerebrospinal fluid predict Alzheimer’s disease outcomes and are regulated by APOE

Nature communications, 2015-05, Vol.6 (1), p.6760-6760, Article 6760

2015

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Relationship between the Montreal Cognitive Assessment and Mini-mental State Examination for assessment of mild cognitive impairment in older adults

BMC geriatrics, 2015-09, Vol.15 (1), p.107-107, Article 107

2015

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Relationship of medial temporal lobe atrophy, APOE genotype, and cognitive reserve in preclinical Alzheimer's disease

Human brain mapping, 2015-07, Vol.36 (7), p.2826-2841

2015

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Identification of genetic risk factors in the Chinese population implicates a role of immune system in Alzheimer’s disease pathogenesis

Proceedings of the National Academy of Sciences - PNAS, 2018-02, Vol.115 (8), p.1697-1706

2018

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Association of brain amyloid-β with cerebral perfusion and structure in Alzheimer’s disease and mild cognitive impairment

Brain (London, England : 1878), 2014-05, Vol.137 (5), p.1550-1561

2014

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Brain changes in older adults at very low risk for Alzheimer's disease

The Journal of neuroscience, 2013-05, Vol.33 (19), p.8237-8242

2013

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Alzheimer's disease cerebrospinal fluid biomarker in cognitively normal subjects

Brain (London, England : 1878), 2015-09, Vol.138 (Pt 9), p.2701-2715

2015

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Simulating clinical features on chest radiographs for medical image exploration and CNN explainability using a style-based generative adversarial autoencoder

Deep Learning Automated Background Phase Error Correction for Abdominopelvic 4D Flow MRI

Deep Learning Single-Frame and Multiframe Super-Resolution for Cardiac MRI

Fully automated convolutional neural network-based affine algorithm improves liver registration and lesion co-localization on hepatobiliary phase T1-weighted MR images

Automated selection of myocardial inversion time with a convolutional neural network: Spatial temporal ensemble myocardium inversion network (STEMI‐NET)

Augmenting Interpretation of Chest Radiographs With Deep Learning Probability Maps

4D flow MRI quantification of mitral and tricuspid regurgitation: Reproducibility and consistency relative to conventional MRI

Deep Learning for Inference of Hepatic Proton Density Fat Fraction From T1-Weighted In-Phase and Opposed-Phase MRI: Retrospective Analysis of Population-Based Trial Data

Evaluation of atrial septal defects with 4D flow MRI—multilevel and inter-reader reproducibility for quantification of shunt severity

Convolutional neural network-automated hepatobiliary phase adequacy evaluation may optimize examination time

Proteomics and machine learning in the prediction and explanation of low pectoralis muscle area

Emergent intubation and CT scan pathology of blunt trauma patients with Glasgow Coma Scale scores of 3-13

Sleep apnea and the risk of dementia: a population-based 5-year follow-up study in Taiwan

The effect of cold temperature on increased exacerbation of chronic obstructive pulmonary disease: a nationwide study

Fibroblast activation protein augments progression and metastasis of pancreatic ductal adenocarcinoma

Early role of vascular dysregulation on late-onset Alzheimer’s disease based on multifactorial data-driven analysis

Clinical characteristics and outcomes for 7,995 patients with SARS-CoV-2 infection

CD33 Alzheimer's disease locus: altered monocyte function and amyloid biology

Ferritin levels in the cerebrospinal fluid predict Alzheimer’s disease outcomes and are regulated by APOE

Relationship between the Montreal Cognitive Assessment and Mini-mental State Examination for assessment of mild cognitive impairment in older adults

Relationship of medial temporal lobe atrophy, APOE genotype, and cognitive reserve in preclinical Alzheimer's disease

Identification of genetic risk factors in the Chinese population implicates a role of immune system in Alzheimer’s disease pathogenesis

Association of brain amyloid-β with cerebral perfusion and structure in Alzheimer’s disease and mild cognitive impairment

Brain changes in older adults at very low risk for Alzheimer's disease

Alzheimer's disease cerebrospinal fluid biomarker in cognitively normal subjects

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