Center’s Research

Using Machine Learning to Identify No-Show Telemedicine Encounters

Wanting Cui, Joseph Finkelstein

ICIMTH 2022

MIE 2022 – Identifying Determinants of Disparities in Lung Cancer Survival Rates from Electronic Health Record Data

Wanting Cui, Joseph Finkelstein

MIE 2022

Comparative Analyses of Patient Distress in Opioid Treatment Programs Using Natural Language Processing

Shah-Mohammadi F, Cui W,

Bachi K, Hurd Y, Finkelstein J

HEALTHINFO 2022

Machine Learning Approaches for Early Prostate Cancer Prediction Based on Healthcare Utilization Patterns

Finkelstein J, Cui W, Martin TC, Parsons R

ICIMTH 2021

Intelligent Integrative Platform for Sharing Heterogenuous Stem Cell Research Data

Borziak K, Parvanova I, Finkelstein J

EFMI STC 2021

A comprehensive platform for induced pluripotent stem cell research data

Borziak K, Parvanova I, Finkelstein J

AMIA 2021

A Platform for Integrating and Sharing Cancer Stem Cell Data

Parvanova I, Borziak K, Guarino J, Finkelstein J

EMBC 2021

Characteristics of Electronic Informed Consent Platforms for Consenting Patients to Research Studies: A Scoping Review

Guarino J, Parvanova I, Finkelstein J

MEDINFO 2021

Core Outcomes Sets Development in COVID-19 Clinical Trials

Parvanova I, Finkelstein J

AMIA 2021

Cognitive Testing of an Electronic Consent Platform: Researcher Perspectives

Parvanova I, Robins D, Liu J, Finkelstein J

Nursing Informatics 2021

Entity Extraction for Clinical Notes, a Comparison Between MetaMap and Amazon Comprehend Medical

Shah-Mohammadi F, Cui W, Finkelstein J

MIE 2021

Comparative Analysis of Public Data Sets to Identify Stemness Markers that Differentiate Liver Cancer Stem Cells

Borziak K, Finkelstein J

MIE 2021

Introducing a platform for integrating and sharing stem cell research data

Borziak K, Parvanova I, Finkelstein J

MIE 2021

Telerehabilitation for patients with cancer: A Scoping Review

Rocco P, Finkelstein J

MEDINFO 2021

Use of Artificial Intelligence for Predicting COVID-19 Outcomes: A Scoping Review

Lyu J, Cui W, Finkelstein J

ICIMTH 2021

Impact of COVID-19 Pandemic on Use of Telemedicine Services in an Academic Medical Center

Cui W, Finkelstein J

MIE 2021

Identifying Common Outcome Sets in Covid-19 Clinical Trials Using ClinicalTrials.gov

Parvanova I, Finkelstein J

MIE 2021

Impact of COVID-19 Pandemic on the Use of Telemedicine in Academic Medical Center in New York City

Cui W, Finkelstein J

AMIA 2021

Regenerative Medicine Data Repository (ReMeDy) for Harmonized Aggregation and Sharing of Stem Cell Research Data

Borziak K, Evangelista JE, Clarke D, Ma’ayan A, Finkelstein J

AMIA 2021

Utilizing Shared Big Data to Identify Liver Cancer Dedifferentiation Markers

Borziak K, Finkelstein J

ICIMTH 2021

Comparative Analysis of Telemedicine Services Before and During Pandemic

Cui W, Finkelstein J

AMIA2021

Using EHR Data to Identify Social Determinants of Health Affecting Disparities in Cancer Survival

Cui W, Finkelstein J

MEDINFO 2021

Using Big Data to Identify Risk Factors for Opioid Abuse Among Patients with Opioid Prescriptions

Huo X, Pradhan A, Shaya F, Finkelstein J

AMIA 2021

NLP -Assisted Pipeline for COVID-19 Core Outcome Set Identification Using ClinicalTrials.gov

Shah-Mohammadi F, Parvanova I, Finkelstein J

NLP 2021

Latent COVID-19 Clusters in Patients with Opioid Misuse

Shah-Mohammadi F, Cui W, Bachi K,

Hurd Y, Finkelstein J

ICIMTH 2021

Comparison of ACM and CLAMP for Entity Extraction in Clinical Notes

Shah-Mohammadi F, Cui W, Finkelstein J

EMBC 2021

Unsupervised Machine Learning for the Discovery of Latent Clusters in COVID-19 Patients Using Electronic Health Records

Cui W, Robins D, Finkelstein J

ICIMTH 2020

Disparities in Racial and Ethnic Representation in Stem Cell Clinical Trials

Parvanova I, Finkelstein J

ICIMTH 2020

Fitbit Accuracy Depends on Activity Pace and Placement Location

Wei C, Robins D, Finkelstein J

ICIMTH 2020

Using Big Data to Predict Outcomes of Opioid Treatment Programs

Cui W, Bachi K, Hurd Y, Finkelstein J

ICIMTH 2020

Latent COVID-19 Clusters in Patients with Chronic Respiratory Conditions

Cui W, Cabrera M, Finkelstein J

EFMI STC 2020

Mining Malpractice Claims to Identify Disparities between Younger and Older Adults

Cui W, Finkelstein J

AMIA 2020

Association between E-Cigarettes Use and Propensity for Risk Behavior

Huo X, Finkelstein J

AACR 2020

Chronic Obstructive Pulmonary Disease as an Independent Risk Factor for Cancer

Huo X, Finkelstein J

AACR 2020

Factors affecting disparities in delivery of preventive services to cancer survivors

Huo X, Finkelstein J

AACR 2020

Association between System Usage Pattern and Impact of Web-Based Telerehabilitation in Patients with Multiple Sclerosis

Jeong I C, Liu J, Finkelstein J

ICIMTH 2020

From Many to One: Designing a Unified Flowsheet in the EMR to Replace Multiple Disparate Devices

Robins D, Figee M, Mayberg H, Finkelstein J

ICIMTH 2020

Towards Intelligent Integration and Sharing of Stem Cell Research Data

Borziak K, Qi T, Evangelista J E, Clarke D J.B., Ma’ayan A, Finkelstein J

ICIMTH 2020

Introducing an Ontology-Driven Pipeline for the Identification of Common Data Elements

Elghafari A, Finkelstein J

ICIMTH 2020

Overview of Multipurpose Universal Informed Consent Platform

Parvanova I, Robins D, Liu J, Finkelstein J

EAB 2019