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Deep learning for healthcare: review, opportunities and challenges

Briefings in bioinformatics, 2018-11, Vol.19 (6), p.1236-1246

2018

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Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records

Scientific reports, 2016-05, Vol.6 (1), p.26094-26094, Article 26094

2016

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Machine-Learning Algorithms to Automate Morphological and Functional Assessments in 2D Echocardiography

Journal of the American College of Cardiology, 2016-11, Vol.68 (21), p.2287-2295

2016

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Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review

JMIR medical informatics, 2019-04, Vol.7 (2), p.e12239

2019

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Machine learning in cardiovascular medicine: are we there yet?

Heart (British Cardiac Society), 2018-07, Vol.104 (14), p.1156-1164

2018

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Artificial Intelligence in Cardiology

Journal of the American College of Cardiology, 2018-06, Vol.71 (23), p.2668-2679

2018

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Network-based elucidation of human disease similarities reveals common functional modules enriched for pluripotent drug targets

PLoS computational biology, 2010-02, Vol.6 (2), p.e1000662-e1000662

2010

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Multiscale Analysis of Independent Alzheimer’s Cohorts Finds Disruption of Molecular, Genetic, and Clinical Networks by Human Herpesvirus

Neuron (Cambridge, Mass.), 2018-07, Vol.99 (1), p.64-82.e7

2018

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Computational and experimental advances in drug repositioning for accelerated therapeutic stratification

Current topics in medicinal chemistry, 2015-01, Vol.15 (1), p.5-20

2015

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Identification of type 2 diabetes subgroups through topological analysis of patient similarity

Science translational medicine, 2015-10, Vol.7 (311), p.311ra174

2015

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Necroptosis activation in Alzheimer's disease

Nature neuroscience, 2017-09, Vol.20 (9), p.1236-1246

2017

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Viral Dynamics of SARS-CoV-2 Variants in Vaccinated and Unvaccinated Persons

The New England journal of medicine, 2021-12, Vol.385 (26), p.2489-2491

2021

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In silico methods for drug repurposing and pharmacology

Wiley interdisciplinary reviews. Mechanisms of disease, 2016-05, Vol.8 (3), p.186-210

2016

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Androgen Deprivation Therapy and Future Alzheimer's Disease Risk

Journal of clinical oncology, 2016-02, Vol.34 (6), p.566-571

2016

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Discovery and preclinical validation of drug indications using compendia of public gene expression data

Science translational medicine, 2011-08, Vol.3 (96), p.96ra77

2011

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The Asthma Mobile Health Study, a large-scale clinical observational study using ResearchKit

Nature biotechnology, 2017-04, Vol.35 (4), p.354-362

2017

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TimeTree: a public knowledge-base of divergence times among organisms

Bioinformatics, 2006-12, Vol.22 (23), p.2971-2972

2006

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Computational repositioning of the anticonvulsant topiramate for inflammatory bowel disease

Science translational medicine, 2011-08, Vol.3 (96), p.96ra76

2011

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Deep learning predicts hip fracture using confounding patient and healthcare variables

NPJ digital medicine, 2019-04, Vol.2 (1), p.31-31, Article 31

2019

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Cognitive Machine-Learning Algorithm for Cardiac Imaging: A Pilot Study for Differentiating Constrictive Pericarditis From Restrictive Cardiomyopathy

Circulation. Cardiovascular imaging, 2016-06, Vol.9 (6)

2016

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Integrative transcriptome imputation reveals tissue-specific and shared biological mechanisms mediating susceptibility to complex traits

Nature communications, 2019-08, Vol.10 (1), p.3834-13, Article 3834

2019

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Exploiting drug-disease relationships for computational drug repositioning

Briefings in bioinformatics, 2011-07, Vol.12 (4), p.303-311

2011

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A drug repositioning approach identifies tricyclic antidepressants as inhibitors of small cell lung cancer and other neuroendocrine tumors

Cancer discovery, 2013-12, Vol.3 (12), p.1364-1377

2013

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Isolation and Identification of the Follicular Microbiome: Implications for Acne Research

Journal of investigative dermatology, 2018-09, Vol.138 (9), p.2033-2040

2018

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Estimating TimeTrees with MEGA and the TimeTree Resource

Molecular biology and evolution, 2018-09, Vol.35 (9), p.2334-2342

2018

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Deep learning for healthcare: review, opportunities and challenges

Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records

Machine-Learning Algorithms to Automate Morphological and Functional Assessments in 2D Echocardiography

Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review

Machine learning in cardiovascular medicine: are we there yet?

Artificial Intelligence in Cardiology

Network-based elucidation of human disease similarities reveals common functional modules enriched for pluripotent drug targets

Multiscale Analysis of Independent Alzheimer’s Cohorts Finds Disruption of Molecular, Genetic, and Clinical Networks by Human Herpesvirus

Computational and experimental advances in drug repositioning for accelerated therapeutic stratification

Identification of type 2 diabetes subgroups through topological analysis of patient similarity

Necroptosis activation in Alzheimer's disease

Viral Dynamics of SARS-CoV-2 Variants in Vaccinated and Unvaccinated Persons

In silico methods for drug repurposing and pharmacology

Androgen Deprivation Therapy and Future Alzheimer's Disease Risk

Discovery and preclinical validation of drug indications using compendia of public gene expression data

The Asthma Mobile Health Study, a large-scale clinical observational study using ResearchKit

TimeTree: a public knowledge-base of divergence times among organisms

Computational repositioning of the anticonvulsant topiramate for inflammatory bowel disease

Deep learning predicts hip fracture using confounding patient and healthcare variables

Cognitive Machine-Learning Algorithm for Cardiac Imaging: A Pilot Study for Differentiating Constrictive Pericarditis From Restrictive Cardiomyopathy

Integrative transcriptome imputation reveals tissue-specific and shared biological mechanisms mediating susceptibility to complex traits

Exploiting drug-disease relationships for computational drug repositioning

A drug repositioning approach identifies tricyclic antidepressants as inhibitors of small cell lung cancer and other neuroendocrine tumors

Isolation and Identification of the Follicular Microbiome: Implications for Acne Research

Estimating TimeTrees with MEGA and the TimeTree Resource

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