Author details

Full Name

Kipp W Johnson

Affiliation

ORCID

Career Start Year

2012

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
34656465	Using Deep-Learning Algorithms to Simultaneously Identify Right and Left Ventricular Dysfunction From the Electrocardiogram.	JACC Cardiovasc Imaging	2022
35691478	Association of Reduced Hospitalizations and Mortality Rates Among COVID-19-Vaccinated Patients With Heart Failure.	Journal of Cardiac Failure	2022
35207566	Artificial Intelligence and Cardiovascular Genetics.	Life (Basel)	2022
34957391	Predictive Modelling of Susceptibility to Substance Abuse, Mortality and Drug-Drug Interactions in Opioid Patients.	Front Artif Intell	2021
33588584	Deep Neural Networks Can Predict New-Onset Atrial Fibrillation From the 12-Lead ECG and Help Identify Those at Risk of Atrial Fibrillation-Related Stroke.	Circulation	2021
33626098	Association of SARS-CoV-2 viral load at admission with in-hospital acute kidney injury: A retrospective cohort study.	PLoS One	2021
33926743	Opportunities and challenges for artificial intelligence in clinical cardiovascular genetics.	Trends Genet	2021
33037325	Integration of novel monitoring devices with machine learning technology for scalable cardiovascular management.	Nat Rev Cardiol	2021
33400679	Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach.	JMIR Med Inform	2021
34790008	Artificial intelligence in gastroenterology: A state-of-the-art review.	World J Gastroenterol	2021
34553174	Phe2vec: Automated disease phenotyping based on unsupervised embeddings from electronic health records.	Patterns (N Y)	2021
31190075	Sepsis in the era of data-driven medicine: personalizing risks, diagnoses, treatments and prognoses.	Brief Bioinform	2020
32199845	Molecular Imaging of CardiacÂ Allograft Rejection: Targeting Apoptosis With Radiolabeled Duramycin.	JACC Cardiovasc Imaging	2020
32245641	Clinical features and prognosis of patients with spontaneous coronary artery dissection.	Int J Cardiol	2020
32393799	Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network.	Nat Med	2020
31759517	Predictors of In-Hospital Mortality after Transcatheter Aortic Valve Implantation.	Am J Cardiol	2020
31757645	Recurrent spontaneous coronary artery dissection in the United States.	Int J Cardiol	2020
32495652	Machine Learning in Cardiology-Ensuring Clinical Impact Lives Up to the Hype.	J Cardiovasc Pharmacol Ther	2020
31605093	Integrating blockchain technology with artificial intelligence for cardiovascular medicine.	Nat Rev Cardiol	2020
32817979	Federated Learning of Electronic Health Records Improves Mortality Prediction in Patients Hospitalized with COVID-19.	medRxiv	2020
33247020	Retrospective cohort study of clinical characteristics of 2199 hospitalised patients with COVID-19 in New York City.	BMJ Open	2020
33033164	Utilization of Deep Learning for Subphenotype Identification in Sepsis-Associated Acute Kidney Injury.	Clin J Am Soc Nephrol	2020
33027032	Machine Learning to Predict Mortality and Critical Events in a Cohort of Patients With COVID-19 in New York City: Model Development and Validation.	J Med Internet Res	2020
32517963	Prevalence and Impact of Myocardial Injury in Patients Hospitalized With COVID-19 Infection.	J Am Coll Cardiol	2020
32912474	Proposed Requirements for Cardiovascular Imaging-Related Machine Learning Evaluation (PRIME): A Checklist: Reviewed by the American College of Cardiology Healthcare Innovation Council.	JACC Cardiovasc Imaging	2020
32511658	Prevalence and Impact of Myocardial Injury in Patients Hospitalized with COVID-19 Infection.	medRxiv	2020
32511655	Clinical Characteristics of Hospitalized Covid-19 Patients in New York City.	medRxiv	2020
33059832	Molecular Imaging of Apoptosis in Atherosclerosis by Targeting CellÂ Membrane Phospholipid Asymmetry.	J Am Coll Cardiol	2020
33162926	Machine Learning Applications in the Neuro ICU: A Solution to Big Data Mayhem?	Front Neurol	2020
31345219	Integrative analysis of loss-of-function variants in clinical and genomic data reveals novel genes associated with cardiovascular traits.	BMC Med Genomics	2019
31684948	Correction to: Integrative analysis of loss-of-function variants in clinical and genomic data reveals novel genes associated with cardiovascular traits.	BMC Med Genomics	2019
31865975	Racial and Sex Differences in Stroke Risk in Patients With Atrial Fibrillation.	J Am Coll Cardiol	2019
30477805	Conditions and Factors Associated With Spontaneous Coronary Artery Dissection (from a National Population-Based Cohort Study).	Am J Cardiol	2019
30815669	Deep learning for cardiovascular medicine: a practical primer.	Eur Heart J	2019
30864342	Evaluation of patient re-identification using laboratory test orders and mitigation via latent space variables.	Pac Symp Biocomput	2019
31126891	A transcriptomic model to predict increase in fibrous cap thickness in response to high-dose statin treatment: Validation by serial intracoronary OCT imaging.	EBioMedicine	2019
31214700	PatientExploreR: an extensible application for dynamic visualization of patient clinical history from electronic health records in the OMOP common data model.	Bioinformatics	2019
30732720	Precision Medicine for Aortic Stenosis: The Future of Cardiology Today.	JACC: Cardiovascular Imaging	2019
30678834	Prevalence, Presentation, and Associated Conditions of Patients With Fibromuscular Dysplasia.	Am J Cardiol	2019
30838909	How artificial intelligence could redefine clinical trials in cardiovascular medicine: lessons learned from oncology.	Per Med	2019
28200013	Systematic analyses of drugs and disease indications in RepurposeDB reveal pharmacological, biological and epidemiological factors influencing drug repositioning.	Brief Bioinform	2018
29888156	A 72-Year-Old Patient with Longstanding, Untreated Familial Hypercholesterolemia but no Coronary Artery Calcification: A Case Report.	Cureus	2018
29888052	A Network-Biology Informed Computational Drug Repositioning Strategy to Target Disease Risk Trajectories and Comorbidities of Peripheral Artery Disease.	AMIA Jt Summits Transl Sci Proc	2018
30166084	Pathology of Peripheral Artery Disease in Patients With Critical Limb Ischemia.	J Am Coll Cardiol	2018
29880128	Artificial Intelligence in Cardiology.	J Am Coll Cardiol	2018
30255805	Pharmacological risk factors associated with hospital readmission rates in a psychiatric cohort identified using prescriptome data mining.	BMC Med Inform Decis Mak	2018
30145101	Incidence and aetiology of bacterial meningitis among children aged 1-59â¿¯months in South Asia: systematic review and meta-analysis.	Vaccine	2018
29945951	The whole is greater than the sum of its parts: combining classical statistical and machine intelligence methods in medicine.	Heart	2018
30646124	Association of Hemoglobin A1c Levels With Use of Sulfonylureas, Dipeptidyl Peptidase 4 Inhibitors, and Thiazolidinediones in Patients With Type 2 Diabetes Treated With Metformin: Analysis From the Observational Health Data Sciences and Informatics Initiative.	JAMA Netw Open	2018
29352006	Machine learning in cardiovascular medicine: are we there yet?	Heart	2018