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Author Details
Full Name
Tina Hernandez-Boussard
Affiliation
Stanford University
ORCID
Career Start Year
1998
Papers
219
H Index
50
Expertise
CM4AI Collaborator
PMID
Paper Title
Journal Title
Published Year
36864252
A deep-learning algorithm to classify skin lesions from mpox virus infection.
Nat Med
2023
37556071
Preoperative Versus Perioperative Risk Factors for Delayed Pain and Opioid Cessation After Total Joint Arthroplasty: A Prospective Cohort Study.
Pain Ther
2023
37616195
Postoperative opioid prescribing patients with diabetes: Opportunities for personalized pain management.
PLoS One
2023
37578969
Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring.
PLoS Comput Biol
2023
37350895
Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes.
AMIA Jt Summits Transl Sci Proc
2023
37149704
Perspectives on validation of clinical predictive algorithms.
NPJ Digit Med
2023
37311790
Patient-reported distress at a cancer center during the COVID-19 pandemic.
Sci Rep
2023
36974740
Identifying Reasons for Statin Nonuse in Patients With Diabetes Using Deep Learning of Electronic Health Records.
J Am Heart Assoc
2023
37203503
Predicting Depression Risk in Patients with Cancer Using Multimodal Data.
Stud Health Technol Inform
2023
37269570
A Bayesian approach to predictive uncertainty in chemotherapy patients at risk of acute care utilization.
EBioMedicine
2023
37128554
Natural language processing to identify reasons for sex disparity in statin prescriptions.
Am J Prev Cardiol
2023
37093597
Artificial Intelligence-Enabled Analysis of Statin-Related Topics and Sentiments on Social Media.
JAMA Netw Open
2023
36786976
Predict, diagnose, and treat chronic kidney disease with machine learning: a systematic literature review.
J Nephrol
2023
36881392
Predictors of Incident Heart Failure Diagnosis Setting: Insights From the Veterans Affairs Healthcare System.
JACC Heart Fail
2023
36877370
Correction to: Predict, diagnose, and treat chronic kidney disease with machine learning: a systematic literature review.
J Nephrol
2023
36714202
Clinical concept recognition: Evaluation of existing systems on EHRs.
Front Artif Intell
2023
34538340
Gaps in standardized postoperative pain management quality measures: A systematic review.
Surgery
2022
35437749
Analyzing real world data of blood transfusion adverse events: Opportunities and challenges.
Transfusion
2022
35763703
A Comparison of Logistic Regression Against Machine Learning Algorithms for Gastric Cancer Risk Prediction Within Real-World Clinical Data Streams.
JCO Clin Cancer Inform
2022
35856080
Using deep learning-based natural language processing to identify reasons for statin nonuse in patients with atherosclerotic cardiovascular disease.
Commun Med (Lond)
2022
35721793
Expanding the Secondary Use of Prostate Cancer Real World Data: Automated Classifiers for Clinical and Pathological Stage.
Front Digit Health
2022
36596028
Changes in Medicaid enrollment during the COVID-19 pandemic across 6 states.
Medicine (Baltimore)
2022
36561925
Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010-2020.
Front Digit Health
2022
36249690
Deep Learning Approaches for Predicting Glaucoma Progression Using Electronic Health Records and Natural Language Processing.
Ophthalmol Sci
2022
36179600
Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam.
Int J Med Inform
2022
36274654
Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation.
Front Digit Health
2022
36203857
Prescription quantity and duration predict progression from acute to chronic opioid use in opioid-naïve Medicaid patients.
PLOS Digit Health
2022
36163298
The AI life cycle: a holistic approach to creating ethical AI for health decisions.
Nat Med
2022
36048021
Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI.
J Am Med Inform Assoc
2022
35075160
Peeking into a black box, the fairness and generalizability of a MIMIC-III benchmarking model.
Sci Data
2022
35317681
Outcomes of Primary Trabeculectomy versus Combined Phacoemulsification-Trabeculectomy Using Automated Electronic Health Record Data Extraction.
Curr Eye Res
2022
35212570
Cost-Effectiveness Analysis and Microsimulation of Serial Multiparametric Magnetic Resonance Imaging in Active Surveillance of Localized Prostate Cancer.
J Urol
2022
35325663
Opioid2MME: Standardizing opioid prescriptions to morphine milligram equivalents from electronic health records.
Int J Med Inform
2022
32217926
Improvement in Patient Safety May Precede Policy Changes: Trends in Patient Safety Indicators in the United States, 2000-2013.
J Patient Saf
2021
33674865
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 Assoc
2021
33705635
Prevalence of Postprostatectomy Incontinence Requiring Anti-incontinence Surgery After Radical Prostatectomy for Prostate Cancer: A Retrospective Population-Based Analysis.
Int Neurourol J
2021
33534724
Learning From Past Respiratory Infections to Predict COVID-19 Outcomes: Retrospective Study.
J Med Internet Res
2021
33892445
Development and evaluation of novel ophthalmology domain-specific neural word embeddings to predict visual prognosis.
Int J Med Inform
2021
34824458
Digital twins for predictive oncology will be a paradigm shift for precision cancer care.
Nat Med
2021
34668676
Characterizing patient flow after an academic hospital merger and acquisition.
Am J Manag Care
2021
34752139
Machine Learning Applied to Electronic Health Records: Identification of Chemotherapy Patients at High Risk for Preventable Emergency Department Visits and Hospital Admissions.
JCO Clin Cancer Inform
2021
34459475
Health management via telemedicine: Learning from the COVID-19 experience.
J Am Med Inform Assoc
2021
34421204
Type 1 Diabetes Management With Technology: Patterns of Utilization and Effects on Glucose Control Using Real-World Evidence.
Clin Diabetes
2021
34794421
Major 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 Health
2021
34161176
Increases in SARS-CoV-2 Test Positivity Rates Among Hispanic People in a Northern California Health System.
Public Health Rep
2021
33965640
Learning from past respiratory failure patients to triage COVID-19 patient ventilator needs: A multi-institutional study.
J Biomed Inform
2021
34127235
Evaluation of clustering and topic modeling methods over health-related tweets and emails.
Artif Intell Med
2021
33954786
Corrigendum: 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 Assoc
2021
34311559
Disparity in the Setting of Incident Heart Failure Diagnosis.
Circ Heart Fail
2021
34254459
Diverse patient trajectories during cytotoxic chemotherapy: Capturing longitudinal patient-reported outcomes.
Cancer Med
2021
1 - 50 of 219
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row(s) 1 - 30 of 30
Collaborators
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Johns Hopkins University School of Nursing
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Center for Innovation to Implementation (Ci2i)
Co-authored papers
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Jonathan R Pollack
Stanford University School of Medicine
Co-authored papers
12
Pei Wang
Co-authored papers
8
Nigam H Shah
Stanford University
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7
Young H Kim
Stanford University
Co-authored papers
7
Imon Banerjee
Stanford University School of Medicine
Co-authored papers
6
Sophia Y Wang
Byers Eye Institute, Stanford University
Co-authored papers
6
Daniel L Rubin
Stanford University.
Co-authored papers
5
Russ B Altman
Stanford University
Co-authored papers
5
David Botstein
Calico Life Sciences LLC
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5
Teri E Klein
Stanford University
Co-authored papers
5
Catherine A Ball
Co-authored papers
5
Laurence C Baker
Stanford University
Co-authored papers
4
Suzann Pershing
Spencer Center for Vision Research, Byers Eye Institute, Stanford University
Co-authored papers
4
John P A Ioannidis
Stanford University
Co-authored papers
4
John D Minna
University of Texas Southwestern Medical Center at Dallas
Co-authored papers
4
Gail Binkley
Stanford University
Co-authored papers
3
Janos Demeter
Stanford University School of Medicine, Center for Clinical Sciences Research
Co-authored papers
3
Brian P Rubin
Robert J. Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic
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Daniel Schober
Institute of Forensic Medicine, University of Bern
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