Tina Hernandez-Boussard

According to our database1, Tina Hernandez-Boussard authored at least 41 papers between 2001 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

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

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

2021
Learning from past respiratory failure patients to triage COVID-19 patient ventilator needs: A multi-institutional study.
J. Biomed. Informatics, 2021

Health management via telemedicine: Learning from the COVID-19 experience.
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
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

Merging heterogeneous clinical data to enable knowledge discovery.
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

Clustering and topic modeling over tweets: A comparison over a health dataset.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Clinical named-entity recognition: A short comparison.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018
A Pipeline to Measure Ophthalmic Surgery Outcomes from the Electronic Health Record.
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
The Stanford Microarray Database: data access and quality assessment tools.
Nucleic Acids Res., 2003

SOURCE: a unified genomic resource of functional annotations, ontologies, and gene expression data.
Nucleic Acids Res., 2003

2001
The Stanford Microarray Database.
Nucleic Acids Res., 2001


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