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Author Details

Prakash Adekkanattu
Northwestern University
2018
25
11
PMIDPaper TitleJournal TitlePublished Year
36529406Comorbidity and healthcare utilization in patients with treatment resistant depression: A large-scale retrospective cohort analysis using electronic health records.J Affect Disord2023
38077277Using Machine Learning to Predict Antidepressant Treatment Outcome From Electronic Health Records.Psychiatr Res Clin Pract2023
37208478Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records.Sci Rep2023
37429512AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease.J Biomed Inform2023
36609415Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.Sci Rep2023
35309014A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models.AMIA Annu Symp Proc2022
35799370Design and validation of a FHIR-based EHR-driven phenotyping toolbox.J Am Med Inform Assoc2022
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
34457178CQL4NLP: Development and Integration of FHIR NLP Extensions in Clinical Quality Language for EHR-driven Phenotyping.AMIA Jt Summits Transl Sci Proc2021
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
34694896Automated Extraction of Tumor Staging and Diagnosis Information From Surgical Pathology Reports.JCO Clin Cancer Inform2021
32308812Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study.AMIA Annu Symp Proc2020
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
33083540Subphenotyping depression using machine learning and electronic health records.Learn Health Syst2020
33083538Toward cross-platform electronic health record-driven phenotyping using Clinical Quality Language.Learn Health Syst2020
32308871Considerations for Improving the Portability of Electronic Health Record-Based Phenotype Algorithms.AMIA Annu Symp Proc2020
31622801Developing a FHIR-based EHR phenotyping framework: A case study for identification of patients with obesity and multiple comorbidities from discharge summaries.J Biomed Inform2019
31329882Underserved populations with missing race ethnicity data differ significantly from those with structured race/ethnicity documentation.J Am Med Inform Assoc2019
31437966Stratified Mortality Prediction of Patients with Acute Kidney Injury in Critical Care.Stud Health Technol Inform2019
31259038Predictive Modeling of the Risk of Acute Kidney Injury in Critical Care: A Systematic Investigation of The Class Imbalance Problem.AMIA Jt Summits Transl Sci Proc2019
30815052Ascertaining Depression Severity by Extracting Patient Health Questionnaire-9 (PHQ-9) Scores from Clinical Notes.AMIA Annu Symp Proc2018
29888051From Sour Grapes to Low-Hanging Fruit: A Case Study Demonstrating a Practical Strategy for Natural Language Processing Portability.AMIA Jt Summits Transl Sci Proc2018
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Collaborators

Jyotishman Pathak
Cornell University
Co-authored papers 24
Guoqian Jiang
Mayo Clinic Rochester Minnesota USA.
Co-authored papers 15
Jennifer A Pacheco
University of Pennsylvania
Co-authored papers 14
Luke V Rasmussen
Northwestern University Feinberg School of Medicine
Co-authored papers 14
Yuan Luo
Northwestern University Feinberg School of Medicine
Co-authored papers 13
Richard C Kiefer
Mayo Clinic Rochester Minnesota USA.
Co-authored papers 10
Pascal S Brandt
University of Washington Seattle Washington USA.
Co-authored papers 10
Jie Xu
University of Florida Gainesville Florida USA.
Co-authored papers 8
Thomas R Campion
University of Washington School of Nursing
Co-authored papers 7
Jessica S Ancker
Vanderbilt University Medical Center
Co-authored papers 6
Euijung Ryu
Mayo Clinic
Co-authored papers 3
Stephen B Johnson
New York University Grossman School of Medicine
Co-authored papers 3
Myrna M Weissman
New York State Psychiatric Institute
Co-authored papers 3
Chengsheng Mao
Northwestern University
Co-authored papers 3
Braja Gopal Patra
Cornell University
Co-authored papers 3
Joanna M Biernacka
Mayo Clinic
Co-authored papers 3
Andrew Wen
Mayo Clinic
Co-authored papers 2
Hongfang Liu
Mayo Clinic
Co-authored papers 2
Richard S Isaacson
Weill Cornell Medical College
Co-authored papers 2
Jiang Bian
College of Medicine, University of Florida
Co-authored papers 2
Alexander W Charney
Icahn School of Medicine at Mount Sinai
Co-authored papers 2
Samprit Banerjee
Weill Cornell Medical College, Cornell University
Co-authored papers 2
Natalie C Benda
Columbia University School of Nursing
Co-authored papers 2
Yonghui Wu
University of Florida
Co-authored papers 2
Paul Kingsbury
Keck School of Medicine, University of Southern California
Co-authored papers 2
Olga V Patterson
University of Utah
Co-authored papers 2
John J Mann
Columbia University College of Physicians and Surgeons
Co-authored papers 2
William R Hogan
College of Medicine, University of Florida
Co-authored papers 2
Thomas J George
UF Health Cancer Center
Co-authored papers 2
Yue Yu
Health Sciences Mayo Clinic
Co-authored papers 1
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