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Author Details

Tina Hernandez-Boussard
Stanford University
1998
219
50
PMIDPaper TitleJournal TitlePublished Year
36864252A deep-learning algorithm to classify skin lesions from mpox virus infection.Nat Med2023
37556071Preoperative Versus Perioperative Risk Factors for Delayed Pain and Opioid Cessation After Total Joint Arthroplasty: A Prospective Cohort Study.Pain Ther2023
37616195Postoperative opioid prescribing patients with diabetes: Opportunities for personalized pain management.PLoS One2023
37578969Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring.PLoS Comput Biol2023
37350895Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes.AMIA Jt Summits Transl Sci Proc2023
37149704Perspectives on validation of clinical predictive algorithms.NPJ Digit Med2023
37311790Patient-reported distress at a cancer center during the COVID-19 pandemic.Sci Rep2023
36974740Identifying Reasons for Statin Nonuse in Patients With Diabetes Using Deep Learning of Electronic Health Records.J Am Heart Assoc2023
37203503Predicting Depression Risk in Patients with Cancer Using Multimodal Data.Stud Health Technol Inform2023
37269570A Bayesian approach to predictive uncertainty in chemotherapy patients at risk of acute care utilization.EBioMedicine2023
37128554Natural language processing to identify reasons for sex disparity in statin prescriptions.Am J Prev Cardiol2023
37093597Artificial Intelligence-Enabled Analysis of Statin-Related Topics and Sentiments on Social Media.JAMA Netw Open2023
36786976Predict, diagnose, and treat chronic kidney disease with machine learning: a systematic literature review.J Nephrol2023
36881392Predictors of Incident Heart Failure Diagnosis Setting: Insights From the Veterans Affairs Healthcare System.JACC Heart Fail2023
36877370Correction to: Predict, diagnose, and treat chronic kidney disease with machine learning: a systematic literature review.J Nephrol2023
36714202Clinical concept recognition: Evaluation of existing systems on EHRs.Front Artif Intell2023
34538340Gaps in standardized postoperative pain management quality measures: A systematic review.Surgery2022
35437749Analyzing real world data of blood transfusion adverse events: Opportunities and challenges.Transfusion2022
35763703A Comparison of Logistic Regression Against Machine Learning Algorithms for Gastric Cancer Risk Prediction Within Real-World Clinical Data Streams.JCO Clin Cancer Inform2022
35856080Using deep learning-based natural language processing to identify reasons for statin nonuse in patients with atherosclerotic cardiovascular disease.Commun Med (Lond)2022
35721793Expanding the Secondary Use of Prostate Cancer Real World Data: Automated Classifiers for Clinical and Pathological Stage.Front Digit Health2022
36596028Changes in Medicaid enrollment during the COVID-19 pandemic across 6 states.Medicine (Baltimore)2022
36561925Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010-2020.Front Digit Health2022
36249690Deep Learning Approaches for Predicting Glaucoma Progression Using Electronic Health Records and Natural Language Processing.Ophthalmol Sci2022
36179600Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam.Int J Med Inform2022
36274654Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation.Front Digit Health2022
36203857Prescription quantity and duration predict progression from acute to chronic opioid use in opioid-naïve Medicaid patients.PLOS Digit Health2022
36163298The AI life cycle: a holistic approach to creating ethical AI for health decisions.Nat Med2022
36048021Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI.J Am Med Inform Assoc2022
35075160Peeking into a black box, the fairness and generalizability of a MIMIC-III benchmarking model.Sci Data2022
35317681Outcomes of Primary Trabeculectomy versus Combined Phacoemulsification-Trabeculectomy Using Automated Electronic Health Record Data Extraction.Curr Eye Res2022
35212570Cost-Effectiveness Analysis and Microsimulation of Serial Multiparametric Magnetic Resonance Imaging in Active Surveillance of Localized Prostate Cancer.J Urol2022
35325663Opioid2MME: Standardizing opioid prescriptions to morphine milligram equivalents from electronic health records.Int J Med Inform2022
32217926Improvement in Patient Safety May Precede Policy Changes: Trends in Patient Safety Indicators in the United States, 2000-2013.J Patient Saf2021
33674865Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions.J Am Med Inform Assoc2021
33705635Prevalence of Postprostatectomy Incontinence Requiring Anti-incontinence Surgery After Radical Prostatectomy for Prostate Cancer: A Retrospective Population-Based Analysis.Int Neurourol J2021
33534724Learning From Past Respiratory Infections to Predict COVID-19 Outcomes: Retrospective Study.J Med Internet Res2021
33892445Development and evaluation of novel ophthalmology domain-specific neural word embeddings to predict visual prognosis.Int J Med Inform2021
34824458Digital twins for predictive oncology will be a paradigm shift for precision cancer care.Nat Med2021
34668676Characterizing patient flow after an academic hospital merger and acquisition.Am J Manag Care2021
34752139Machine Learning Applied to Electronic Health Records: Identification of Chemotherapy Patients at High Risk for Preventable Emergency Department Visits and Hospital Admissions.JCO Clin Cancer Inform2021
34459475Health management via telemedicine: Learning from the COVID-19 experience.J Am Med Inform Assoc2021
34421204Type 1 Diabetes Management With Technology: Patterns of Utilization and Effects on Glucose Control Using Real-World Evidence.Clin Diabetes2021
34794421Major disparities in COVID-19 test positivity for patients with non-English preferred language even after accounting for race and social factors in the United States in 2020.BMC Public Health2021
34161176Increases in SARS-CoV-2 Test Positivity Rates Among Hispanic People in a Northern California Health System.Public Health Rep2021
33965640Learning from past respiratory failure patients to triage COVID-19 patient ventilator needs: A multi-institutional study.J Biomed Inform2021
34127235Evaluation of clustering and topic modeling methods over health-related tweets and emails.Artif Intell Med2021
33954786Corrigendum: Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions.J Am Med Inform Assoc2021
34311559Disparity in the Setting of Incident Heart Failure Diagnosis.Circ Heart Fail2021
34254459Diverse patient trajectories during cytotoxic chemotherapy: Capturing longitudinal patient-reported outcomes.Cancer Med2021
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Collaborators

Johns Hopkins University School of Nursing
Co-authored papers 17
Center for Innovation to Implementation (Ci2i)
Co-authored papers 13
Stanford University School of Medicine
Co-authored papers 12
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Stanford University School of Medicine
Co-authored papers 6
Byers Eye Institute, Stanford University
Co-authored papers 6
Stanford University.
Co-authored papers 5
Stanford University
Co-authored papers 5
Calico Life Sciences LLC
Co-authored papers 5
Stanford University
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Co-authored papers 4
Spencer Center for Vision Research, Byers Eye Institute, Stanford University
Co-authored papers 4
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Co-authored papers 4
University of Texas Southwestern Medical Center at Dallas
Co-authored papers 4
Stanford University
Co-authored papers 3
Stanford University School of Medicine, Center for Clinical Sciences Research
Co-authored papers 3
Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic
Co-authored papers 3
Institute of Forensic Medicine, University of Bern
Co-authored papers 2
University of Oxford
Co-authored papers 2
Leonard Davis Institute of Health Economics.
Co-authored papers 2
University at Buffalo
Co-authored papers 2
Palo Alto Veterans Affairs Medical Center
Co-authored papers 2
Oregon Health & Science University
Co-authored papers 2
NCI Center for Bioinformatics, National Cancer Institute
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Stanford University
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University of British Columbia
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University of British Columbia
Co-authored papers 2