Tina Hernandez-Boussard
Orcid: 0000-0001-6553-3455
According to our database1,
Tina Hernandez-Boussard
authored at least 56 papers
between 2001 and 2024.
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Bibliography
2024
FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records.
CoRR, 2024
2023
Nat. Mac. Intell., April, 2023
Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring.
PLoS Comput. Biol., 2023
npj Digit. Medicine, 2023
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI.
J. Am. Medical Informatics Assoc., 2022
Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam.
Int. J. Medical Informatics, 2022
Opioid2MME: Standardizing opioid prescriptions to morphine milligram equivalents from electronic health records.
Int. J. Medical Informatics, 2022
Frontiers Artif. Intell., 2022
Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation.
Frontiers Digit. Health, 2022
Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010-2020.
Frontiers Digit. Health, 2022
Expanding the Secondary Use of Prostate Cancer Real World Data: Automated Classifiers for Clinical and Pathological Stage.
Frontiers Digit. Health, 2022
Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes.
CoRR, 2022
Using Deep Learning-based Natural Language Processing to Identify Reasons for Statin Non-Adherence in Patients with Atherosclerotic Cardiovascular Disease.
Proceedings of the AMIA 2022, 2022
Predicting Prolonged Opioid Use Following Surgery Using Machine Learning: Challenges and Outcomes.
Proceedings of the AMIA 2022, 2022
Proceedings of the AMIA 2022, 2022
Proceedings of the AMIA 2022, 2022
Proceedings of the AMIA 2022, 2022
2021
Learning from past respiratory failure patients to triage COVID-19 patient ventilator needs: A multi-institutional study.
J. Biomed. Informatics, 2021
J. Am. Medical Informatics Assoc., 2021
Bias at warp speed: how AI may contribute to the disparities gap in the time of COVID-19.
J. Am. Medical Informatics Assoc., 2021
Corrigendum: Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions.
J. Am. Medical Informatics Assoc., 2021
Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions.
J. Am. Medical Informatics Assoc., 2021
Development and evaluation of novel ophthalmology domain-specific neural word embeddings to predict visual prognosis.
Int. J. Medical Informatics, 2021
Evaluation of clustering and topic modeling methods over health-related tweets and emails.
Artif. Intell. Medicine, 2021
Expanding the secondary use of prostate cancer real world data: Automated Classifiers for Clinical and Pathological Stage.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
MINIMAR (MINimum Information for Medical AI Reporting): Developing reporting standards for artificial intelligence in health care.
J. Am. Medical Informatics Assoc., 2020
Reporting of demographic data and representativeness in machine learning models using electronic health records.
J. Am. Medical Informatics Assoc., 2020
Automated extraction of ophthalmic surgery outcomes from the electronic health record.
Int. J. Medical Informatics, 2020
Trajectory analysis for postoperative pain using electronic health records: A nonparametric method with robust linear regression and K-medians cluster analysis.
Health Informatics J., 2020
Navigating the National Cancer Institute Grants Process: A Primer for Informatics Researchers.
Proceedings of the AMIA 2020, 2020
The Food and Drug Administration (FDA) Center for Biologics Evaluation and Research (CBER) Biologics Effectiveness and Safety (BEST) Initiative: How Informatics Can Assist the Secondary Use of Electronic Health Records to Inform Regulatory Decisions.
Proceedings of the AMIA 2020, 2020
Standardizing Opioid Prescriptions across Systems: Challenges, Strengths, and Opportunities.
Proceedings of the AMIA 2020, 2020
Distinct Clusters of Patient reported outcome (PRO) trajectories among oncology patients receiving chemotherapy.
Proceedings of the AMIA 2020, 2020
2019
Putting the data before the algorithm in big data addressing personalized healthcare.
npj Digit. Medicine, 2019
Comparison of orthogonal NLP methods for clinical phenotyping and assessment of bone scan utilization among prostate cancer patients.
J. Biomed. Informatics, 2019
Real world evidence in cardiovascular medicine: ensuring data validity in electronic health record-based studies.
J. Am. Medical Informatics Assoc., 2019
Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019
Understanding Patient Attitudes Toward Multifocal Intraocular Lenses in Online Medical Forums Through Sentiment Analysis.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Machine Learning Approaches for Extracting Stage from Pathology Reports in Prostate Cancer.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
2018
Proceedings of the AMIA 2018, 2018
Identifying cases of metastatic prostate cancer using machine learning on electronic health records.
Proceedings of the AMIA 2018, 2018
An Automated Feature Engineering for Digital Rectal Examination Documentation using Natural Language Processing.
Proceedings of the AMIA 2018, 2018
2017
Annotation of pain and anesthesia events for surgery-related processes and outcomes extraction.
Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017
Mining Electronic Health Records to Extract Patient-Centered Outcomes Following Prostate cancer Treatment.
Proceedings of the AMIA 2017, 2017
2015
Impact of Electronic Health Records on Quality of Care: Evidence on Inpatient Mortality, Readmissions, and Complications.
Proceedings of the AMIA 2015, 2015
2008
The pharmacogenetics and pharmacogenomics knowledge base: accentuating the knowledge.
Nucleic Acids Res., 2008
2007
The Stanford Microarray Database: implementation of new analysis tools and open source release of software.
Nucleic Acids Res., 2007
2005
The Stanford Microarray Database accommodates additional microarray platforms and data formats.
Nucleic Acids Res., 2005
2004
Caryoscope: An Open Source Java application for viewing microarray data in a genomic context.
BMC Bioinform., 2004
2003
Nucleic Acids Res., 2003
SOURCE: a unified genomic resource of functional annotations, ontologies, and gene expression data.
Nucleic Acids Res., 2003
2001