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Author Details

Yindalon Aphinyanaphongs
New York University
2003
52
15
PMIDPaper TitleJournal TitlePublished Year
36399428Methods and Impact for Using Federated Learning to Collaborate on Clinical Research.Neurosurgery2023
37286606Health system-scale language models are all-purpose prediction engines.Nature2023
37405771Marketing and US Food and Drug Administration Clearance of Artificial Intelligence and Machine Learning Enabled Software in and as Medical Devices: A Systematic Review.JAMA Netw Open2023
37128409Quantitative and Qualitative Evaluation of Provider Use of a Novel Machine Learning Model for Favorable Outcome Prediction.AMIA Annu Symp Proc2023
33945113Development of a Clinical Reasoning Documentation Assessment Tool for Resident and Fellow Admission Notes: a Shared Mental Model for Feedback.J Gen Intern Med2022
35710676Development and Validation of a Machine Learning Model for Automated Assessment of Resident Clinical Reasoning Documentation.J Gen Intern Med2022
35404258Open-Source Clinical Machine Learning Models: Critical Appraisal of Feasibility, Advantages, and Challenges.JMIR Form Res2022
35504543Automated interpretable discovery of heterogeneous treatment effectiveness: A COVID-19 case study.J Biomed Inform2022
35896506Evaluating the Effect of a COVID-19 Predictive Model to Facilitate Discharge: A Randomized Controlled Trial.Appl Clin Inform2022
35308977Prediction of Resuscitation for Pediatric Sepsis from Data Available at Triage.AMIA Annu Symp Proc2022
33469559COVID-19 Prognosis via Self-Supervised Representation Learning and Multi-Image Prediction.ArXiv2021
33587646Multiple Biomarker Approach to Risk Stratification in COVID-19.Circulation2021
34931198Time-Varying Mortality Risk Suggests Increased Impact of Thrombosis in Hospitalized Covid-19 Patients.medRxiv2021
35048050Comparative Effects of E-Cigarette Aerosol on Periodontium of Periodontitis Patients.Front Oral Health2021
34617009Predicting inpatient pharmacy order interventions using provider action data.JAMIA Open2021
34538015Platelets contribute to disease severity in COVID-19.J Thromb Haemost2021
34479962Validation of parsimonious prognostic models for patients infected with COVID-19.BMJ Health Care Inform2021
34348383Development and Validation of a Machine Learning-Based Decision Support Tool for Residency Applicant Screening and Review.Acad Med2021
33954293Have We Learned to Explain?: How Interpretability Methods Can Learn to Encode Predictions in their Interpretations.Proc Mach Learn Res2021
32202005Detecting illicit opioid content on Twitter.Drug Alcohol Rev2020
32105635Electronic Cigarette Aerosol Modulates the Oral Microbiome and Increases Risk of Infection.iScience2020
33083565A validated, real-time prediction model for favorable outcomes in hospitalized COVID-19 patients.NPJ Digit Med2020
33151762Myocardial Injury in Adults Hospitalized With COVID-19.Circulation2020
32734165Estimating real-world performance of a predictive model: a case-study in predicting mortality.JAMIA Open2020
32702090Thrombosis in Hospitalized Patients With COVID-19 in a New York City Health System.JAMA2020
32840379Prevalence and Outcomes of D-Dimer Elevation in Hospitalized Patients With COVID-19.Arterioscler Thromb Vasc Biol2020
32894128Development, implementation, and prospective validation of a model to predict 60-day end-of-life in hospitalized adults upon admission at three sites.BMC Med Inform Decis Mak2020
31009509Predicting childhood obesity using electronic health records and publicly available data.PLoS One2019
31589654Correction: Predicting childhood obesity using electronic health records and publicly available data.PLoS One2019
31481481Challenges in translating mortality risk to the point of care.BMJ Qual Saf2019
29605045Laparoscopy decreases the disparity in postoperative complications between black and white women after hysterectomy for endometrial cancer.Gynecol Oncol2018
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
30815185Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research.AMIA Annu Symp Proc2018
28799677Text message reminders for improving patient appointment adherence in an office-based buprenorphine program: A feasibility study.Am J Addict2017
28253531Big Data Analyses in Health and Opportunities for Research in Radiology.Semin Musculoskelet Radiol2017
28269881Reusable Filtering Functions for Application in ICU data: a case study.AMIA Annu Symp Proc2017
26776211TEXT CLASSIFICATION FOR AUTOMATIC DETECTION OF E-CIGARETTE USE AND USE FOR SMOKING CESSATION FROM TWITTER: A FEASIBILITY PILOT.Pac Symp Biocomput2016
27692588Use of a Machine-learning Method for Predicting Highly Cited Articles Within General Radiology Journals.Acad Radiol2016
27288543The safety of same-day discharge after laparoscopic hysterectomy for endometrial cancer.Gynecol Oncol2016
27492440Classifying publications from the clinical and translational science award program along the translational research spectrum: a machine learning approach.J Transl Med2016
25066862Designing and implementing INTREPID, an intensive program in translational research methodologies for new investigators.Clin Transl Sci2014
23920640Identifying unproven cancer treatments on the health web: addressing accuracy, generalizability and scalability.Stud Health Technol Inform2013
21419864A comparison of evaluation metrics for biomedical journals, articles, and websites in terms of sensitivity to topic.J Biomed Inform2011
21938341Trends and developments in bioinformatics in 2010: prospects and perspectives.Yearb Med Inform2011
17911859Text categorization models for identifying unproven cancer treatments on the web.Stud Health Technol Inform2007
17911810A comparison of impact factor, clinical query filters, and pattern recognition query filters in terms of sensitivity to topic.Stud Health Technol Inform2007
16221938Using citation data to improve retrieval from MEDLINE.J Am Med Inform Assoc2006
17238292Prospective validation of text categorization filters for identifying high-quality, content-specific articles in MEDLINE.AMIA Annu Symp Proc2006
16622165A comparison of citation metrics to machine learning filters for the identification of high quality MEDLINE documents.J Am Med Inform Assoc2006
15561789Text categorization models for high-quality article retrieval in internal medicine.J Am Med Inform Assoc2005
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Collaborators

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Massachusetts Institute of Technology
Co-authored papers 2
National Cancer Institute, National Institutes of Health
Co-authored papers 1
University of Utah
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Oregon Health & Science University
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Center for Computational Biology (CCB), Flatiron Institute, Simons Foundation
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Co-authored papers 1
Institute for Systems Genetics, NYU Grossman School of Medicine
Co-authored papers 1
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Cornell University
Co-authored papers 1
University of California Davis
Co-authored papers 1
Vanderbilt University School of Medicine
Co-authored papers 1
Center for Data Science, New York University
Co-authored papers 1
New York University
Co-authored papers 1
The University of Texas Health Science Center at Houston, MD Anderson Cancer Center
Co-authored papers 1
New York University Grossman School of Medicine
Co-authored papers 1
University of Washington School of Nursing
Co-authored papers 1