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Author Details

Jyotishman Pathak
Cornell University
2005
199
36
Ying Ding (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
37479225Characterizing atrial fibrillation symptom improvement following de novo catheter ablation.Eur J Cardiovasc Nurs2024
34763736The importance of social activity to risk of major depression in older adults.Psychol Med2023
38077277Using Machine Learning to Predict Antidepressant Treatment Outcome From Electronic Health Records.Psychiatr Res Clin Pract2023
37946932Effects of Geography on Risk for Future Suicidal Ideation and Attempts Among Children and Youth.JAACAP Open2023
37425486Women's perspectives on the use of artificial intelligence (AI)-based technologies in mental healthcare.JAMIA Open2023
37312121Risk stratification models for predicting preventable hospitalization in commercially insured late middle-aged adults with depression.BMC Health Serv Res2023
37208478Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records.Sci Rep2023
37040620An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives.J Am Med Inform Assoc2023
37429512AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease.J Biomed Inform2023
37196047Multi-ancestry genome- and phenome-wide association studies of diverticular disease in electronic health records with natural language processing enriched phenotyping algorithm.PLoS One2023
37194359A multisite comparison using electronic health records and natural language processing to identify the association between suicidality and hospital readmission amongst patients with eating disorders.Int J Eat Disord2023
36474423Characterizing variability of electronic health record-driven phenotype definitions.J Am Med Inform Assoc2023
36914764Effects of social deprivation on risk factors for suicidal ideation and suicide attempts in commercially insured US youth and adults.Sci Rep2023
36436428Risk of suicide attempts and self-harm after 1.4 million general medical hospitalizations of men with mental illness.J Psychiatr Res2023
36609415Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.Sci Rep2023
36529406Comorbidity and healthcare utilization in patients with treatment resistant depression: A large-scale retrospective cohort analysis using electronic health records.J Affect Disord2023
34711662Systematic review of current natural language processing methods and applications in cardiology.Heart2022
35475851Association of Social Determinants of Health and Vaccinations With Child Mental Health During the COVID-19 Pandemic in the US.JAMA Psychiatry2022
35799370Design and validation of a FHIR-based EHR-driven phenotyping toolbox.J Am Med Inform Assoc2022
35611510Use of Acute Mental Health Care in U.S. Children's Hospitals Before and After Statewide COVID-19 School Closure Orders.Psychiatr Serv2022
35602579Mental Health-Related Emergency Department Visits Among Children During The Early COVID-19 Pandemic.Psychiatr Res Clin Pract2022
36926774Cohort profile of the largest health & demographic surveillance system (Dibrugarh-HDSS) from North-East India.Indian J Med Res2022
36644339Portability of natural language processing methods to detect suicidality from clinical text in US and UK electronic health records.J Affect Disord Rep2022
36414624Trends in psychiatric diagnoses by COVID-19 infection and hospitalization among patients with and without recent clinical psychiatric diagnoses in New York city from March 2020 to August 2021.Transl Psychiatry2022
35911668Electronic health records and blockchain interoperability requirements: a scoping review.JAMIA Open2022
36228007Social connectedness as a determinant of mental health: A scoping review.PLoS One2022
36013053Predictive Modeling for Suicide-Related Outcomes and Risk Factors among Patients with Pain Conditions: A Systematic Review.J Clin Med2022
35950903Faces Scales for Anxiety and Anger: A National Study of Measurement Properties.J Clin Psychiatry2022
34850911An architecture for research computing in health to support clinical and translational investigators with electronic patient data.J Am Med Inform Assoc2022
35309014A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models.AMIA Annu Symp Proc2022
35212913Predictors of Low Birth Weight: A Study in a Health and Demographic Cohort from Assam, India.Indian J Pediatr2022
33035748Development and validation of a machine learning algorithm for predicting the risk of postpartum depression among pregnant women.J Affect Disord2021
33581461Using weak supervision and deep learning to classify clinical notes for identification of current suicidal ideation.J Psychiatr Res2021
34613399Extracting social determinants of health from electronic health records using natural language processing: a systematic review.J Am Med Inform Assoc2021
34571540Deep significance clustering: a novel approach for identifying risk-stratified and predictive patient subgroups.J Am Med Inform Assoc2021
34457178CQL4NLP: Development and Integration of FHIR NLP Extensions in Clinical Quality Language for EHR-driven Phenotyping.AMIA Jt Summits Transl Sci Proc2021
34481472Identifying urban built environment factors in pregnancy care and maternal mental health outcomes.BMC Pregnancy Childbirth2021
34535116Estimation of postpartum depression risk from electronic health records using machine learning.BMC Pregnancy Childbirth2021
33941761Association of co-occurring opioid or other substance use disorders with increased healthcare utilization in patients with depression.Transl Psychiatry2021
33936466Evaluating Commercially Available Mobile Apps for Depression Self-Management.AMIA Annu Symp Proc2021
33999927Characterization of time-variant and time-invariant assessment of suicidality on Reddit using C-SSRS.PLoS One2021
33109432Healthcare utilization patterns among persons who use drugs during the COVID-19 pandemic.J Subst Abuse Treat2021
33211985Correlates of Mental Health Symptoms Among US Adults During COVID-19, March-April 2020.Public Health Rep2021
33438884Machine Learning to Differentiate Risk of Suicide Attempt and Self-harm After General Medical Hospitalization of Women With Mental Illness.Med Care2021
32532967Deep learning in mental health outcome research: a scoping review.Transl Psychiatry2020
33489926Bi-directional association between depression and HF: An electronic health records-based cohort study.J Comorb2020
33623190Malnutrition and Household Food Insecurity in Children Attending Anganwadi Centres in a District of North East India.Indian J Community Med2020
31642873Personal Life Events-A Promising Dimension for Psychiatry in Electronic Health Records.JAMA Psychiatry2020
31911172Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks.J Biomed Inform2020
33083543Data-driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records.Learn Health Syst2020
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Northwestern University Feinberg School of Medicine
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Northwestern University Feinberg School of Medicine
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Vanderbilt University Medical Center
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Feinberg School of Medicine, Northwestern University
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University of Washington Medical Center
Co-authored papers 12
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Co-authored papers 12
Biomedical Research Institute, Stellenbosch University.
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Weill Cornell Medical College, Cornell University
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National Human Genome Research Institute, National Institutes of Health
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Center for Systems Genomics, Pennsylvania State University, University Park
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