Research Informatics

Publications (189)

• FLAT-WHITE: from target trial emulation to federated high-throughput causal machine learning using decentralized real-world data.

  npj health systems · 2026
• Leveraging Natural Language Processing to Identify Variation in Kidney Transplant Access.

  Kidney international reports · 2026
• Discovering repurposable drugs for Alzheimer's disease and related dementias: target trial emulation using decentralised real-world data.

  EBioMedicine · 2026
• SSRI/SNRI and long COVID in children and adolescents with neuropsychiatric conditions: a cohort study from the RECOVER Initiative.

  Nature. Mental health · 2026
• Characterization and validation of EHR computable phenotypes for Long COVID using patient-reported symptoms: insights from the nationwide RECOVER program.

  Journal of the American Medical Informatics Association : JAMIA · 2026 · 1 citations
• Empowering clinical trial design with agentic intelligence and real-world data.

  Nature communications · 2026 · 1 citations
• LOINC-Related Clinical Terminology Management in an Academic Medical Center Using Human in the Loop Machine Learning.

  Applied clinical informatics · 2026
• Implementation of a clinical decision support tool for postpartum depression: protocol for a prospective randomised clinical trial.

  BMJ open · 2026
• NerveAI- a machine learning algorithm for detection of nerve pain in the head and neck.

  Scientific reports · 2026
• Identifying postpartum depression subtypes using natural language processing and clinical notes.

  BMJ mental health · 2026 · 1 citations
• The impact of social drivers of health on delayed time to breast cancer surgery.

  British journal of cancer · 2026
• Analysis of a PCORnet^® database identifies multi-level predictors of delta hepatitis in a U.S. hotspot.

  Communications medicine · 2026 · 1 citations
• Machine Learning for Dynamic and Short-Term Prediction of Preeclampsia Using Routine Clinical Data.

  JAMA network open · 2026 · 4 citations
• A method to enable clinical and translational research teams with custom real-world data from electronic health record systems.

  Journal of clinical and translational science · 2026
• From use cases to infrastructure: a cross-institutional survey of priorities in data-driven biomedical research.

  Journal of the American Medical Informatics Association : JAMIA · 2026 · 2 citations
• Racial and Ethnic Differences in COVID-19 Disease Severity Among US Adults in Health Systems Participating in PCORnet®: May 2020-October 2022.

  Medical care · 2026 · 1 citations
• Association between subway iron particulate matter exposure and respiratory disease in New York City.

  PLOS global public health · 2026
• Design and Creation of a Racially Diverse Lung Cancer Registry with Detailed Genomic and Environmental Annotation.

  Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026 · 2 citations
• Thrombotic Events and Stroke in the Year After COVID-19 or Other Acute Respiratory Infection.

  Emerging infectious diseases · 2025 · 3 citations
• Severity of liver disease is associated with cirrhotic cardiomyopathy: A multicenter study.

  Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society · 2025 · 4 citations
• Social Vulnerability Index and Its Association With Postpartum Care Attendance.

  Obstetrics and gynecology · 2025 · 1 citations
• Schizophrenia, Bipolar, or Major Depressive Disorder and Postacute Sequelae of COVID-19.

  JAMA network open · 2025 · 3 citations
• Social Determinants of Health and Delirium in the PICU: Secondary Analysis of a 2014-2015 Observational Dataset.

  Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies · 2025 · 2 citations
• Prevalence and Trajectories of Perinatal Anxiety and Depression in a Large Urban Medical Center.

  JAMA network open · 2025 · 11 citations
• Extracting post-acute sequelae of SARS-CoV-2 infection symptoms from clinical notes via hybrid natural language processing.

  npj health systems · 2025
• Mobile Integrated Health vs a Transitions of Care Coordinator for Patients Discharged After Heart Failure: The Mighty-Heart Randomized Clinical Trial.

  JAMA internal medicine · 2025 · 4 citations
• Independent and joint associations between patient characteristics and the triaging process for a telepsychiatry consultation-liaison service.

  Journal of psychiatric research · 2025 · 1 citations
• Association of past-year mental and physical health conditions with intentional or unintentional drug overdoses.

  Journal of substance use and addiction treatment · 2025 · 1 citations
• AI4HealthyCities: a protocol for a mixed-method ethnographic study on the social determinants of cardiovascular health in New York City.

  BMJ public health · 2025
• Federated target trial emulation using distributed observational data for treatment effect estimation.

  NPJ digital medicine · 2025 · 19 citations
• Neural network models for predicting readmission among patients undergoing peripheral vascular intervention using electronic health record data and clinical registry data.

  BMJ surgery, interventions, & health technologies · 2025
• DIRI: Adversarial Patient Reidentification with Large Language Models for Evaluating Clinical Text Anonymization.

  AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2025
• A Method for Enabling Digital Health Technologies in Clinical and Translational Research at an Academic Medical Center.

  AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2025
• Severity of acute SARS-CoV-2 infection and risk of new-onset autoimmune disease: A RECOVER initiative study in nationwide U.S. cohorts.

  PloS one · 2025 · 9 citations
• Evaluating Methods for Imputing Race and Ethnicity in Electronic Health Record Data.

  Health services research · 2025 · 2 citations
• Multicenter target trial emulation to evaluate corticosteroids for sepsis stratified by predicted organ dysfunction trajectory.

  Nature communications · 2025 · 24 citations
• HIV Infection and Long COVID: A RECOVER Program, Electronic Health Record-Based Cohort Study.

  Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025 · 2 citations
• Automated Information Extraction from Unstructured Hematopathology Reports to Support Response Assessment in Myeloproliferative Neoplasms.

  Methods of information in medicine · 2025 · 3 citations
• Identifying progression subphenotypes of Alzheimer's disease from large-scale electronic health records with machine learning.

  Journal of biomedical informatics · 2025 · 8 citations
• Long COVID after SARS-CoV-2 during pregnancy in the United States.

  Nature communications · 2025 · 9 citations
• Three hospitalized non-critical COVID-19 subphenotypes and change in intubation or death over time: A latent class analysis with external and longitudinal validation.

  PloS one · 2025 · 3 citations
• COVID-related healthcare disruptions among older adults with multiple chronic conditions in New York City.

  BMC health services research · 2025 · 5 citations
• Preventing "tipping points" in high comorbidity patients: A lifeline from health coaches - rationale, design and methods.

  Contemporary clinical trials · 2025 · 2 citations
• Capacity assessment for EHR-based medical device post-market surveillance for synthetic mid-urethral slings among women with stress urinary incontinence: a NEST consortium study.

  BMJ surgery, interventions, & health technologies · 2025
• Pediatric Gastrointestinal Tract Outcomes During the Postacute Phase of COVID-19.

  JAMA network open · 2025 · 12 citations
• Long COVID Incidence Proportion in Adults and Children Between 2020 and 2024: An Electronic Health Record-Based Study From the RECOVER Initiative.

  Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025 · 54 citations
• Single-microglia transcriptomic transition network-based prediction and real-world patient data validation identifies ketorolac as a repurposable drug for Alzheimer's disease.

  Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024 · 14 citations
• Developing and Evaluating Large Language Model-Generated Emergency Medicine Handoff Notes.

  JAMA network open · 2024 · 76 citations
• Longitudinal trajectories of symptom change during antidepressant treatment among managed care patients with depression and anxiety.

  Npj mental health research · 2024 · 9 citations
• Implementation of a Machine Learning Risk Prediction Model for Postpartum Depression in the Electronic Health Records.

  AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2024
• Cancer and left atrial enlargement in patients with ischemic stroke.

  Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association · 2024 · 2 citations
• Deep learning for identifying personal and family history of suicidal thoughts and behaviors from EHRs.

  NPJ digital medicine · 2024 · 9 citations
• Aspiring to clinical significance: Insights from developing and evaluating a machine learning model to predict emergency department return visit admissions.

  PLOS digital health · 2024 · 8 citations
• Combining electronic health records data from a clinical research network with registry data to examine long-term outcomes of interventions and devices: an observational cohort study.

  BMJ open · 2024 · 3 citations
• Prevalent Metformin Use in Adults With Diabetes and the Incidence of Long COVID: An EHR-Based Cohort Study From the RECOVER Program.

  Diabetes care · 2024 · 15 citations
• Descriptive Epidemiology of New York City Older Adult Patients With Multiple Chronic Conditions.

  Preventing chronic disease · 2024 · 5 citations
• Identification of risk factors of Long COVID and predictive modeling in the RECOVER EHR cohorts.

  Communications medicine · 2024 · 40 citations
• Identification of Parkinson's disease PACE subtypes and repurposing treatments through integrative analyses of multimodal data.

  NPJ digital medicine · 2024 · 43 citations
• Decline in use of high-risk agents for tight glucose control among older adults with diabetes in New York City: 2017-2022.

  Journal of the American Geriatrics Society · 2024 · 2 citations
• Nonadjuvanted Bivalent Respiratory Syncytial Virus Vaccination and Perinatal Outcomes.

  JAMA network open · 2024 · 75 citations
• Cost-effectiveness analysis of laboratory monitoring in newly diagnosed telogen effluvium patients.

  Archives of dermatological research · 2024 · 2 citations
• Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER program.

  PloS one · 2024 · 3 citations
• Association between acquiring SARS-CoV-2 during pregnancy and post-acute sequelae of SARS-CoV-2 infection: RECOVER electronic health record cohort analysis.

  EClinicalMedicine · 2024 · 7 citations
• Linking Patient Encounters across Primary and Ancillary Electronic Health Record Systems: A Comparison of Two Approaches.

  ACI open · 2024
• Long COVID incidence in adults and children between 2020 and 2023: a real-world data study from the RECOVER Initiative.

  Research square · 2024
• Social Networks as a Key Health Determinant in Acute Illness Recovery: A Lesson from the COVID-19 Pandemic.

  The American journal of medicine · 2024 · 3 citations
• Preparing for the bedside-optimizing a postpartum depression risk prediction model for clinical implementation in a health system.

  Journal of the American Medical Informatics Association : JAMIA · 2024 · 23 citations
• Racial and Ethnic Differences in Psychosocial Care Use Among Adults With Metastatic Breast Cancer: A Retrospective Analysis Across Six New York City Health Systems.

  JCO oncology practice · 2024 · 2 citations
• Association between SARS-CoV-2 infection and select symptoms and conditions 31 to 150 days after testing among children and adults.

  BMC infectious diseases · 2024 · 8 citations
• Comparative Merits of Available Mortality Data Sources for Clinical Research.

  AMIA ... Annual Symposium proceedings. AMIA Symposium · 2024 · 2 citations
• Outliers in diagnosis ratios: A clue toward possibly absent data.

  AMIA ... Annual Symposium proceedings. AMIA Symposium · 2024
• Implementation of a commercial federated network of electronic health record data to enable sponsor-initiated clinical trials at an academic medical center.

  International journal of medical informatics · 2023 · 11 citations
• Using Machine Learning to Predict Antidepressant Treatment Outcome From Electronic Health Records.

  Psychiatric research and clinical practice · 2023 · 18 citations
• Liver Severity Score-Based Modeling to Predict Six-Week Mortality Risk Among Hospitalized Cirrhosis Patients With Upper Gastrointestinal Bleeding.

  Journal of clinical and experimental hepatology · 2023 · 3 citations
• Association between left atrial volume index and infarct volume in patients with ischemic stroke.

  Frontiers in neurology · 2023 · 5 citations
• Association of opioid or other substance use disorders with health care use among patients with suicidal symptoms.

  Journal of substance use and addiction treatment · 2023 · 4 citations
• A method to automate the discharge summary hospital course for neurology patients.

  Journal of the American Medical Informatics Association : JAMIA · 2023 · 42 citations
• Impact of Race and Neighborhood Socioeconomic Characteristics on Liver Cancer Diagnosis in Patients with Viral Hepatitis and Cirrhosis.

  Journal of clinical and experimental hepatology · 2023 · 7 citations
• AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease.

  Journal of biomedical informatics · 2023 · 70 citations
• Brain fog in long COVID limits function and health status, independently of hospital severity and preexisting conditions.

  Frontiers in neurology · 2023 · 16 citations
• "Shedding" low yield testing for telogen effluvium: A cross-sectional study of 16,381 laboratory results from newly diagnosed patients.

  Journal of the American Academy of Dermatology · 2023 · 6 citations
• Patient Experiences with and Preferences for Telemedicine Relative to In-Person Care During the COVID-19 Pandemic.

  Telemedicine journal and e-health : the official journal of the American Telemedicine Association · 2023 · 2 citations
• Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records.

  Scientific reports · 2023 · 10 citations
• Association Between Spotty Calcification in Nonstenosing Extracranial Carotid Artery Plaque and Ipsilateral Ischemic Stroke.

  Journal of the American Heart Association · 2023 · 10 citations
• Risk of post-acute sequelae of SARS-CoV-2 infection associated with pre-coronavirus disease obstructive sleep apnea diagnoses: an electronic health record-based analysis from the RECOVER initiative.

  Sleep · 2023 · 31 citations
• Long COVID in Cancer: A Matched Cohort Study of 1-year Mortality and Long COVID Prevalence Among Patients With Cancer Who Survived an Initial Severe SARS-CoV-2 Infection.

  American journal of clinical oncology · 2023 · 11 citations
• Effect of Sepsis on Death as Modified by Solid Organ Transplantation.

  Open forum infectious diseases · 2023 · 19 citations
• Data-driven analysis to understand long COVID using electronic health records from the RECOVER initiative.

  Nature communications · 2023 · 46 citations
• Validation of the International Classification of Diseases, Tenth Revision Code for the National Institutes of Health Stroke Scale Score.

  Circulation. Cardiovascular quality and outcomes · 2023 · 22 citations
• Racial/Ethnic Disparities in Post-acute Sequelae of SARS-CoV-2 Infection in New York: an EHR-Based Cohort Study from the RECOVER Program.

  Journal of general internal medicine · 2023 · 145 citations
• Identifying environmental risk factors for post-acute sequelae of SARS-CoV-2 infection: An EHR-based cohort study from the recover program.

  Environmental advances · 2023 · 15 citations
• Influence of social deprivation index on in-hospital outcomes of COVID-19.

  Scientific reports · 2023 · 18 citations
• Machine learning enabled subgroup analysis with real-world data to inform clinical trial eligibility criteria design.

  Scientific reports · 2023 · 13 citations
• Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.

  Scientific reports · 2023 · 16 citations
• Portability of natural language processing methods to detect suicidality from clinical text in US and UK electronic health records.

  Journal of affective disorders reports · 2022 · 19 citations
• Comorbidity and healthcare utilization in patients with treatment resistant depression: A large-scale retrospective cohort analysis using electronic health records.

  Journal of affective disorders · 2022 · 28 citations
• Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes.

  Nature medicine · 2022 · 160 citations
• Comparison of a Target Trial Emulation Framework vs Cox Regression to Estimate the Association of Corticosteroids With COVID-19 Mortality.

  JAMA network open · 2022 · 32 citations
• Incidence and management of pneumothorax, pneumomediastinum, and subcutaneous emphysema in COVID-19.

  SAGE open medicine · 2022 · 2 citations
• Outcomes of COVID-19 and Factors Associated With Its Severity Among Hospitalized Patients With and Without Systemic Rheumatic Disease During the First Wave of the Pandemic in New York City.

  Journal of clinical rheumatology : practical reports on rheumatic & musculoskeletal diseases · 2022 · 1 citations
• A Day-to-Day Approach for Automating the Hospital Course Section of the Discharge Summary.

  AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2022 · 15 citations
• Design and validation of a FHIR-based EHR-driven phenotyping toolbox.

  Journal of the American Medical Informatics Association : JAMIA · 2022 · 9 citations
• Patient care in rapid-expansion intensive care units during the COVID-19 pandemic crisis.

  BMC anesthesiology · 2022 · 8 citations
• Sepsis subphenotyping based on organ dysfunction trajectory.

  Critical care (London, England) · 2022 · 94 citations
• Transforming and extending library services by embracing technology and collaborations: A case study.

  Health information and libraries journal · 2022 · 6 citations
• Assessing mortality differences across acute respiratory failure management strategies in Covid-19.

  Journal of critical care · 2022 · 6 citations
• Many Medicare Beneficiaries Do Not Fill High-Price Specialty Drug Prescriptions.

  Health affairs (Project Hope) · 2022 · 83 citations
• Association between antidiabetic drug use and the risk of COVID-19 hospitalization in the INSIGHT Clinical Research Network in New York City.

  Diabetes, obesity & metabolism · 2022 · 6 citations
• Characteristics of procalcitonin in hospitalized COVID-19 patients and clinical outcomes of antibiotic use stratified by procalcitonin levels.

  Internal and emergency medicine · 2022 · 6 citations
• Using Mobile Integrated Health and telehealth to support transitions of care among patients with heart failure (MIGHTy-Heart): protocol for a pragmatic randomised controlled trial.

  BMJ open · 2022 · 18 citations
• Prolonged Unconsciousness is Common in COVID-19 and Associated with Hypoxemia.

  Annals of neurology · 2022 · 27 citations
• Baseline haemoglobin A1c and the risk of COVID-19 hospitalization among patients with diabetes in the INSIGHT Clinical Research Network.

  Diabetic medicine : a journal of the British Diabetic Association · 2022 · 5 citations
• Predictors of life-threatening complications in relatively lower-risk patients hospitalized with COVID-19.

  PloS one · 2022 · 8 citations
• The Association Between Time to First Dose of Venous Thromboembolism Prophylaxis and the Incidence of Hospital-Acquired Venous Thromboembolism.

  Journal of patient safety · 2022
• Post-Intensive Care Unit Syndrome in a Cohort of COVID-19 Survivors in New York City.

  Annals of the American Thoracic Society · 2022 · 48 citations
• Super-High-Utilizer Patients in an Urban Academic Emergency Department: Characteristics, Early Identification, and Impact of Strategic Care Management Interventions.

  Health & social work · 2022 · 4 citations
• An architecture for research computing in health to support clinical and translational investigators with electronic patient data.

  Journal of the American Medical Informatics Association : JAMIA · 2022 · 16 citations
• Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality.

  Proceedings of the conference. Association for Computational Linguistics. North American Chapter. Meeting · 2021 · 6 citations
• Prescription smoking-cessation medication pharmacy claims after stroke and transient ischemic attack.

  Preventive medicine reports · 2021 · 3 citations
• Evaluation of Albumin Kinetics in Critically Ill Patients With Coronavirus Disease 2019 Compared to Those With Sepsis-Induced Acute Respiratory Distress Syndrome.

  Critical care explorations · 2021 · 10 citations
• Impact of New York State's Health Home program on access to care among patients with diabetes.

  BMJ open diabetes research & care · 2021 · 2 citations
• Hyperglycemia in acute COVID-19 is characterized by insulin resistance and adipose tissue infectivity by SARS-CoV-2.

  Cell metabolism · 2021 · 24 citations
• Changes in SARS-CoV-2 viral load and mortality during the initial wave of the pandemic in New York City.

  PloS one · 2021 · 5 citations
• Comparing automated vs. manual data collection for COVID-specific medications from electronic health records.

  International journal of medical informatics · 2021 · 29 citations
• Automated Extraction of Tumor Staging and Diagnosis Information From Surgical Pathology Reports.

  JCO clinical cancer informatics · 2021 · 30 citations
• Hyperglycemia in acute COVID-19 is characterized by insulin resistance and adipose tissue infectivity by SARS-CoV-2.

  Cell metabolism · 2021 · 188 citations
• Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups.

  Journal of the American Medical Informatics Association : JAMIA · 2021 · 25 citations
• Reply: The Safety of Continuous Infusion Propofol in Mechanically Ventilated Adults With Coronavirus Disease 2019.

  The Annals of pharmacotherapy · 2021 · 1 citations
• Identifying urban built environment factors in pregnancy care and maternal mental health outcomes.

  BMC pregnancy and childbirth · 2021 · 22 citations
• Association of body mass index with morbidity in patients hospitalised with COVID-19.

  BMJ open respiratory research · 2021 · 9 citations
• Sex-Related Differences in Clinical Presentation and Risk Factors for Mortality in Patients Hospitalized With Coronavirus Disease 2019 in New York City.

  Open forum infectious diseases · 2021 · 6 citations
• Identifying organ dysfunction trajectory-based subphenotypes in critically ill patients with COVID-19.

  Scientific reports · 2021 · 22 citations
• Socioeconomic variation in characteristics, outcomes, and healthcare utilization of COVID-19 patients in New York City.

  PloS one · 2021 · 35 citations
• Development and Evaluation of Computable Phenotypes in Pediatric Epilepsy:3 Cases.

  Journal of child neurology · 2021 · 7 citations
• Clinical subphenotypes in COVID-19: derivation, validation, prediction, temporal patterns, and interaction with social determinants of health.

  NPJ digital medicine · 2021 · 24 citations
• Preadmission predictors of severe COVID-19 in patients with diabetes mellitus.

  Journal of diabetes and its complications · 2021 · 6 citations
• Comparative Effectiveness of Aspirin Dosing in Cardiovascular Disease.

  The New England journal of medicine · 2021 · 288 citations
• The Safety of Continuous Infusion Propofol in Mechanically Ventilated Adults With Coronavirus Disease 2019.

  The Annals of pharmacotherapy · 2021 · 16 citations
• Association of co-occurring opioid or other substance use disorders with increased healthcare utilization in patients with depression.

  Translational psychiatry · 2021 · 23 citations
• A predictive model of clinical deterioration among hospitalized COVID-19 patients by harnessing hospital course trajectories.

  Journal of biomedical informatics · 2021 · 16 citations
• Critical carE Database for Advanced Research (CEDAR): An automated method to support intensive care units with electronic health record data.

  Journal of biomedical informatics · 2021 · 25 citations
• Social and Clinical Determinants of COVID-19 Outcomes: Modeling Real-World Data from a Pandemic Epicenter.

  medRxiv : the preprint server for health sciences · 2021
• Closed-loop vagal nerve stimulation for intractable epilepsy: A single-center experience.

  Seizure · 2021 · 23 citations
• Hyperglycemia in Acute COVID-19 is Characterized by Adipose Tissue Dysfunction and Insulin Resistance.

  medRxiv : the preprint server for health sciences · 2021
• A Comparative Analysis of the Respiratory Subscore of the Sequential Organ Failure Assessment Scoring System.

  Annals of the American Thoracic Society · 2021 · 15 citations
• Shotgun transcriptome, spatial omics, and isothermal profiling of SARS-CoV-2 infection reveals unique host responses, viral diversification, and drug interactions.

  Nature communications · 2021 · 107 citations
• The Independent Risk of Obesity and Diabetes and Their Interaction in COVID-19: A Retrospective Cohort Study.

  Obesity (Silver Spring, Md.) · 2021 · 24 citations
• COVID-19 in Patients with CKD in New York City.

  Kidney360 · 2021 · 22 citations
• Using weak supervision and deep learning to classify clinical notes for identification of current suicidal ideation.

  Journal of psychiatric research · 2021 · 72 citations
• The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment.

  Journal of the American Medical Informatics Association : JAMIA · 2021 · 453 citations
• Utilizing electronic health data and machine learning for the prediction of 30-day unplanned readmission or all-cause mortality in heart failure.

  Cardiovascular digital health journal · 2020 · 16 citations
• Imaging Utilization and Outcomes in Vulnerable Populations during COVID-19 in New York City.

  Radiology. Cardiothoracic imaging · 2020 · 4 citations
• A Method to Improve Availability and Quality of Patient Race Data in an Electronic Health Record System.

  Applied clinical informatics · 2020 · 19 citations
• Using electronic health records for population health sciences: a case study to evaluate the associations between changes in left ventricular ejection fraction and the built environment.

  JAMIA open · 2020 · 3 citations
• Data-driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records.

  Learning health systems · 2020 · 34 citations
• Subphenotyping depression using machine learning and electronic health records.

  Learning health systems · 2020 · 21 citations
• Toward cross-platform electronic health record-driven phenotyping using Clinical Quality Language.

  Learning health systems · 2020 · 21 citations
• Outcomes and mortality associated with atrial arrhythmias among patients hospitalized with COVID-19.

  Journal of cardiovascular electrophysiology · 2020 · 78 citations
• Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation.

  PloS one · 2020 · 41 citations
• Development and external validation of a prediction risk model for short-term mortality among hospitalized U.S. COVID-19 patients: A proposal for the COVID-AID risk tool.

  PloS one · 2020 · 35 citations
• Clinical Screening for COVID-19 in Asymptomatic Patients With Cancer.

  JAMA network open · 2020 · 21 citations
• COVID-19 Severity and Outcomes in Patients With Cancer: A Matched Cohort Study.

  Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2020 · 119 citations
• Extracting and classifying diagnosis dates from clinical notes: A case study.

  Journal of biomedical informatics · 2020 · 16 citations
• COVID-19 Viral and Serology Testing in New York City Health Care Workers.

  American journal of clinical pathology · 2020 · 10 citations
• Trends in psoriasis treatment 2005 to 2018: Declining phototherapy utilization and concomitant increased use of biologics.

  Dermatologic therapy · 2020 · 5 citations
• Brain Imaging of Patients with COVID-19: Findings at an Academic Institution during the Height of the Outbreak in New York City.

  AJNR. American journal of neuroradiology · 2020 · 92 citations
• Machine Learning Prediction of Stroke Mechanism in Embolic Strokes of Undetermined Source.

  Stroke · 2020 · 51 citations
• Performance of Electronic Health Record Diagnosis Codes for Ambulatory Heart Failure Encounters.

  Journal of cardiac failure · 2020 · 15 citations
• Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing.

  PloS one · 2020 · 23 citations
• Safety, tolerability, and clinical outcomes of hydroxychloroquine for hospitalized patients with coronavirus 2019 disease.

  PloS one · 2020 · 16 citations
• Relationship between Lambl's excrescences and embolic strokes of undetermined source.

  European stroke journal · 2020 · 13 citations
• Relationship between Presence of Visceral Infarction and Functional Outcome among Patients with Acute Ischemic Stroke.

  Cerebrovascular diseases (Basel, Switzerland) · 2020 · 2 citations
• Risk of Ischemic Stroke in Patients With Coronavirus Disease 2019 (COVID-19) vs Patients With Influenza.

  JAMA neurology · 2020 · 530 citations
• Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death.

  PloS one · 2020 · 54 citations
• Characterizing Basic and Complex Usage of i2b2 at an Academic Medical Center.

  AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2020
• Mapping Local Biospecimen Records to the OMOP Common Data Model.

  AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2020
• "Not Alone Anymore": The Experiences of Adults With Diabetes in New York's Medicaid Health Home Program.

  Medical care · 2020 · 5 citations
• Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study.

  AMIA ... Annual Symposium proceedings. AMIA Symposium · 2020 · 18 citations
• Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks.

  Journal of biomedical informatics · 2020 · 64 citations
• Underserved populations with missing race ethnicity data differ significantly from those with structured race/ethnicity documentation.

  Journal of the American Medical Informatics Association : JAMIA · 2019 · 63 citations
• A Method for Integrating Healthcare Provider Organization and Research Sponsor Systems and Workflows to Support Large-Scale Studies.

  AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2019
• Implementation of Informatics to Support the NIH All of Us Research Program in a Healthcare Provider Organization.

  AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2019
• Evaluation of a REDCap-based Workflow for Supporting Federal Guidance for Electronic Informed Consent.

  AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2019
• Lessons Learned in the Development of a Computable Phenotype for Response in Myeloproliferative Neoplasms.

  Proceedings. IEEE International Conference on Healthcare Informatics · 2018 · 4 citations
• Ascertaining Depression Severity by Extracting Patient Health Questionnaire-9 (PHQ-9) Scores from Clinical Notes.

  AMIA ... Annual Symposium proceedings. AMIA Symposium · 2018 · 22 citations
• A scalable method for supporting multiple patient cohort discovery projects using i2b2.

  Journal of biomedical informatics · 2018 · 4 citations
• Evaluating Generalizability of a Biospecimen Informatics Approach: Support for Local Requirements and Best Practices.

  AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2018 · 51 citations
• Secondary Use of Patients' Electronic Records (SUPER): An Approach for Meeting Specific Data Needs of Clinical and Translational Researchers.

  AMIA ... Annual Symposium proceedings. AMIA Symposium · 2018 · 39 citations
• Generalizable Middleware to Support Use of REDCap Dynamic Data Pull for Integrating Clinical and Research Data.

  AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2017