Author details

Full Name

Patricia Kovatch

Affiliation

ORCID

Career Start Year

2015

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37812781	Implications of the Use of Artificial Intelligence Predictive Models in Health Care Settings : A Simulation Study.	Ann Intern Med	2023
35092685	Using sequence clustering to identify clinically relevant subphenotypes in patients with COVID-19 admitted to the intensive care unit.	J Am Med Inform Assoc	2022
35958514	Quantitative chest computed tomography combined with plasma cytokines predict outcomes in COVID-19 patients.	Heliyon	2022
35942057	Multiethnic Investigation of Risk and Immune Determinants of COVID-19 Outcomes.	Frontiers in Cellular and Infection Microbiology	2022
35667835	Automated Determination of Left Ventricular Function Using Electrocardiogram Data in Patients on Maintenance Hemodialysis.	Clin J Am Soc Nephrol	2022
35350196	Multi-ethnic Investigation of Risk and Immune Determinants of COVID-19 Outcomes.		2022
36513729	Autoencoders for sample size estimation for fully connected neural network classifiers.	NPJ Digit Med	2022
34669512	Functional Effects of Cardiomyocyte Injury in COVID-19.	J Virol	2022
34671777	Quantitative chest CT combined with plasma cytokines predict outcomes in COVID-19 patients.	medRxiv	2021
35602223	Analysis of sex-specific risk factors and clinical outcomes in COVID-19.		2021
33593377	Correction to: The NYCKidSeq project: study protocol for a randomized controlled trial incorporating genomics into the clinical care of diverse New York City children.	Trials	2021
33531665	GUÃA: a digital platform to facilitate result disclosure in genetic counseling.	Genet Med	2021
33446240	The NYCKidSeq project: study protocol for a randomized controlled trial incorporating genomics into the clinical care of diverse New York City children.	Trials	2021
34341802	Development of a federated learning approach to predict acute kidney injury in adult hospitalized patients with COVID-19 in New York City.	medRxiv	2021
33109676	Hospitalised COVID-19 patients of the Mount Sinai Health System: a retrospective observational study using the electronic medical records.	BMJ Open	2020
33200140	Physiology of cardiomyocyte injury in 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
33088611	Optimizing High-Performance Computing Systems for Biomedical Workloads.		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
32511655	Clinical Characteristics of Hospitalized Covid-19 Patients in New York City.	medRxiv	2020
32511562	An inflammatory cytokine signature helps predict COVID-19 severity and death.	medRxiv	2020
32839624	An inflammatory cytokine signature predicts COVID-19 severity and survival.	Nat Med	2020
30255805	Pharmacological risk factors associated with hospital readmission rates in a psychiatric cohort identified using prescriptome data mining.	BMC Med Inform Decis Mak	2018
28134706	Big and disparate data: considerations for pediatric consortia.	Curr Opin Pediatr	2017
27896982	PREDICTIVE MODELING OF HOSPITAL READMISSION RATES USING ELECTRONIC MEDICAL RECORD-WIDE MACHINE LEARNING: A CASE-STUDY USING MOUNT SINAI HEART FAILURE COHORT.	Pac Symp Biocomput	2017
30788464	Big Omics Data Experience.		2015