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Tina Hernandez-Boussard
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2020 – today
- 2024
- [j35]Malvika Pillai
, José D. Posada, Rebecca M. Gardner
Measuring quality-of-care in treatment of young children with attention-deficit/hyperactivity disorder using pre-trained language models. J. Am. Medical Informatics Assoc. 31(4): 949-957 (2024) - [j34]Behzad Naderalvojoud
Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network. J. Am. Medical Informatics Assoc. 31(5): 1051-1061 (2024) - [j33]Marieke M. van Buchem
Applying natural language processing to patient messages to identify depression concerns in cancer patients. J. Am. Medical Informatics Assoc. 31(10): 2255-2262 (2024) - [j32]Sulaiman Somani
Contemporary attitudes and beliefs on coronary artery calcium from social media using artificial intelligence. npj Digit. Medicine 7(1) (2024) - [i3]Yuqing Wang, Malvika Pillai, Yun Zhao, Catherine M. Curtin, Tina Hernandez-Boussard:
FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records. CoRR abs/2402.00955 (2024) - [i2]Yuqing Wang, Yun Zhao, Sara Alessandra Keller
Unveiling and Mitigating Bias in Mental Health Analysis with Large Language Models. CoRR abs/2406.12033 (2024) - 2023
- [j31]Sandra Steyaert
Multimodal data fusion for cancer biomarker discovery with deep learning. Nat. Mac. Intell. 5(4): 351-362 (2023) - [j30]Anne A. H. de Hond
Perspectives on validation of clinical predictive algorithms. npj Digit. Medicine 6 (2023) - [j29]Oualid El Hajouji, Ran Sun, Alban Zammit
Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring. PLoS Comput. Biol. 19(8) (2023) - [c23]Wenbin Zhang, Tina Hernandez-Boussard, Jeremy C. Weiss:
Censored Fairness through Awareness. AAAI 2023: 14611-14619 - [c22]Anne De Hond, Marieke M. van Buchem
Predicting Depression Risk in Patients with Cancer Using Multimodal Data. MIE 2023: 817-818 - 2022
- [j28]Selen Bozkurt
Expanding the Secondary Use of Prostate Cancer Real World Data: Automated Classifiers for Clinical and Pathological Stage. Frontiers Digit. Health 4: 793316 (2022) - [j27]Jean Coquet, Alban Zammit, Oualid El Hajouji, Keith Humphreys, Steven M. Asch, Thomas F. Osborne
Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010-2020. Frontiers Digit. Health 4 (2022) - [j26]Eric A. Stahlberg, Mohamed Abdel-Rahman, Boris Aguilar, Alireza Asadpoure, Robert A. Beckman, Lynn L. Borkon, Jeffrey N. Bryan, Colleen M. Cebulla, Young Hwan Chang, Ansu Chatterjee
Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation. Frontiers Digit. Health 4 (2022) - [j25]Juan Antonio Lossio-Ventura, Ran Sun, Sebastien Boussard, Tina Hernandez-Boussard:
Clinical concept recognition: Evaluation of existing systems on EHRs. Frontiers Artif. Intell. 5 (2022) - [j24]Juan Antonio Lossio-Ventura, Wenyu Song, Michael Sainlaire, Patricia C. Dykes, Tina Hernandez-Boussard:
Opioid2MME: Standardizing opioid prescriptions to morphine milligram equivalents from electronic health records. Int. J. Medical Informatics 162: 104739 (2022) - [j23]Sophia Y. Wang
Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam. Int. J. Medical Informatics 167: 104864 (2022) - [j22]Anne A. H. de Hond, Marieke M. van Buchem
Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI. J. Am. Medical Informatics Assoc. 29(12): 2178-2181 (2022) - [c21]Arlene Bierman, Helen Burstin, Tina Hernandez-Boussard, Maia Hightower, Nikhil Mull:
The Impact of Algorithms on Racial and Ethnic Disparities in Health and Healthcare. AMIA 2022 - [c20]Marieke M. van Buchem, Hamza El Mosor, Jean Coquet, Tina Hernandez-Boussard:
Using Reddit to detect suicidal ideation from patient emails. AMIA 2022 - [c19]Curtis P. Langlotz, Thomas Wang, Tina Hernandez-Boussard, Irene Dankwa-Mullan:
Implications of Data As a Public Good: Charting a Path Toward Diagnostic Excellence. AMIA 2022 - [c18]Behzad Naderalvojoud, Anne A. H. de Hond, Alessandro Shapiro, Jean Coquet, Tina Seto, Tina Hernandez-Boussard:
Predicting Prolonged Opioid Use Following Surgery Using Machine Learning: Challenges and Outcomes. AMIA 2022 - [c17]Alban Zammit, Tina Hernandez-Boussard, Jean Coquet, Ashish Sarraju, Fatima Fatiguez:
Using Deep Learning-based Natural Language Processing to Identify Reasons for Statin Non-Adherence in Patients with Atherosclerotic Cardiovascular Disease. AMIA 2022 - [i1]Claudio Fanconi, Marieke M. van Buchem, Tina Hernandez-Boussard:
Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes. CoRR abs/2209.13860 (2022) - 2021
- [j21]Juan Antonio Lossio-Ventura
Evaluation of clustering and topic modeling methods over health-related tweets and emails. Artif. Intell. Medicine 117: 102096 (2021) - [j20]Sophia Y. Wang
Development and evaluation of novel ophthalmology domain-specific neural word embeddings to predict visual prognosis. Int. J. Medical Informatics 150: 104464 (2021) - [j19]Eliane Röösli
Bias at warp speed: how AI may contribute to the disparities gap in the time of COVID-19. J. Am. Medical Informatics Assoc. 28(1): 190-192 (2021) - [j18]Tina Hernandez-Boussard
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. 28(6): 1353-1355 (2021) - [j17]Tina Hernandez-Boussard, Matthew P. Lungren, Nigam Shah:
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. 28(7): 1600 (2021) - [j16]Ran Sun, Douglas W. Blayney
Health management via telemedicine: Learning from the COVID-19 experience. J. Am. Medical Informatics Assoc. 28(11): 2536-2540 (2021) - [j15]Harris Carmichael
Learning from past respiratory failure patients to triage COVID-19 patient ventilator needs: A multi-institutional study. J. Biomed. Informatics 119: 103802 (2021) - [c16]Selen Bozkurt, Tina Hernandez-Boussard:
Expanding the secondary use of prostate cancer real world data: Automated Classifiers for Clinical and Pathological Stage. AMIA 2021 - 2020
- [j14]Yingjie Weng, Lu Tian
Trajectory analysis for postoperative pain using electronic health records: A nonparametric method with robust linear regression and K-medians cluster analysis. Health Informatics J. 26(2): 1404-1418 (2020) - [j13]Sophia Y. Wang
Automated extraction of ophthalmic surgery outcomes from the electronic health record. Int. J. Medical Informatics 133 (2020) - [j12]Selen Bozkurt
Reporting of demographic data and representativeness in machine learning models using electronic health records. J. Am. Medical Informatics Assoc. 27(12): 1878-1884 (2020) - [j11]Tina Hernandez-Boussard, Selen Bozkurt
MINIMAR (MINimum Information for Medical AI Reporting): Developing reporting standards for artificial intelligence in health care. J. Am. Medical Informatics Assoc. 27(12): 2011-2015 (2020) - [c15]Selen Bozkurt, Amee D. Azad, Melih Yilmaz, James D. Brooks, Douglas W. Blayney, Tina Hernandez-Boussard:
Distinct Clusters of Patient reported outcome (PRO) trajectories among oncology patients receiving chemotherapy. AMIA 2020 - [c14]Tina Hernandez-Boussard, Juan Antonio Lossio-Ventura, Ania Syrowatka, Wenyu Song, Patricia C. Dykes:
Standardizing Opioid Prescriptions across Systems: Challenges, Strengths, and Opportunities. AMIA 2020 - [c13]Azadeh Shoaibi, Hui-Lee Wong, Christian Reich, Keran Moll, Tina Hernandez-Boussard:
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. AMIA 2020 - [c12]Robin C. Vanderpool, April Oh, Roxanne E. Jensen, Urmimala Sarkar, Tina Hernandez-Boussard:
Navigating the National Cancer Institute Grants Process: A Primer for Informatics Researchers. AMIA 2020
2010 – 2019
- 2019
- [j10]Tina Hernandez-Boussard, Keri L. Monda, Blai Coll Crespo, Dan Riskin:
Real world evidence in cardiovascular medicine: ensuring data validity in electronic health record-based studies. J. Am. Medical Informatics Assoc. 26(11): 1189-1194 (2019) - [j9]Jean Coquet
Comparison of orthogonal NLP methods for clinical phenotyping and assessment of bone scan utilization among prostate cancer patients. J. Biomed. Informatics 94 (2019) - [j8]Eli M. Cahan
Putting the data before the algorithm in big data addressing personalized healthcare. npj Digit. Medicine 2 (2019) - [c11]Juan Antonio Lossio-Ventura
Clustering and topic modeling over tweets: A comparison over a health dataset. BIBM 2019: 1544-1547 - [c10]Juan Antonio Lossio-Ventura
Clinical named-entity recognition: A short comparison. BIBM 2019: 1548-1550 - [c9]Sophia Y. Wang
Understanding Patient Attitudes Toward Multifocal Intraocular Lenses in Online Medical Forums Through Sentiment Analysis. MedInfo 2019: 1378-1382 - [c8]Raphael Lenain, Martin G. Seneviratne, Selen Bozkurt
Machine Learning Approaches for Extracting Stage from Pathology Reports in Prostate Cancer. MedInfo 2019: 1522-1523 - [c7]Martin G. Seneviratne, Michael G. Kahn, Tina Hernandez-Boussard:
Merging heterogeneous clinical data to enable knowledge discovery. PSB 2019: 439-443 - 2018
- [c6]Selen Bozkurt, Jung Park In, Kathleen Mary Kan, Michelle Ferrari, Daniel L. Rubin, James D. Brooks, Tina Hernandez-Boussard:
An Automated Feature Engineering for Digital Rectal Examination Documentation using Natural Language Processing. AMIA 2018 - [c5]Martin G. Seneviratne, Juan M. Banda, James D. Brooks, Nigam Shah, Tina Hernandez-Boussard:
Identifying cases of metastatic prostate cancer using machine learning on electronic health records. AMIA 2018 - [c4]Sophia Y. Wang, Suzann Pershing, Tina Hernandez-Boussard:
A Pipeline to Measure Ophthalmic Surgery Outcomes from the Electronic Health Record. AMIA 2018 - 2017
- [c3]Tina Hernandez-Boussard, Panayotis Kourdis, Wen-wai Yim, Rajendra Dulal, Douglas W. Blayney, James D. Brooks:
Mining Electronic Health Records to Extract Patient-Centered Outcomes Following Prostate cancer Treatment. AMIA 2017 - [c2]Wen-wai Yim, Dario Tedesco, Catherine M. Curtin, Tina Hernandez-Boussard:
Annotation of pain and anesthesia events for surgery-related processes and outcomes extraction. BioNLP 2017: 200-205 - 2015
- [c1]Tina Hernandez-Boussard, Catherine M. Curtin, Doug Morrision, Swati Yanamadala, Katherine McDonald:
Impact of Electronic Health Records on Quality of Care: Evidence on Inpatient Mortality, Readmissions, and Complications. AMIA 2015
2000 – 2009
- 2008
- [j7]Tina Hernandez-Boussard, Michelle Whirl Carrillo
The pharmacogenetics and pharmacogenomics knowledge base: accentuating the knowledge. Nucleic Acids Res. 36(Database-Issue): 913-918 (2008) - 2007
- [j6]Janos Demeter
The Stanford Microarray Database: implementation of new analysis tools and open source release of software. Nucleic Acids Res. 35(Database-Issue): 766-770 (2007) - 2005
- [j5]Catherine A. Ball, Ihab A. B. Awad, Janos Demeter
The Stanford Microarray Database accommodates additional microarray platforms and data formats. Nucleic Acids Res. 33(Database-Issue): 580-582 (2005) - 2004
- [j4]Ihab A. B. Awad, Christian A. Rees, Tina Hernandez-Boussard, Catherine A. Ball, Gavin Sherlock
Caryoscope: An Open Source Java application for viewing microarray data in a genomic context. BMC Bioinform. 5: 151 (2004) - 2003
- [j3]Jeremy Gollub, Catherine A. Ball, Gail Binkley, Janos Demeter
The Stanford Microarray Database: data access and quality assessment tools. Nucleic Acids Res. 31(1): 94-96 (2003) - [j2]Maximilian Diehn
SOURCE: a unified genomic resource of functional annotations, ontologies, and gene expression data. Nucleic Acids Res. 31(1): 219-223 (2003) - 2001
- [j1]Gavin Sherlock
The Stanford Microarray Database. Nucleic Acids Res. 29(1): 152-155 (2001)
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last updated on 2024-11-07 20:33 CET by the dblp team
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