Tina Hernandez-Boussard

73 papers A* 1Misc 16Journal 49Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Securing Dual-Use Pathogen Data of Concern. CoRR Doni Bloomfield, Allison Berke, Moritz S. Hanke, Aaron Maiwald, James R. M. Black, Toby Webster, Tina Hernandez-Boussard, Oliver M. Crook, Jassi Pannu
2026	J	`jnl`	Training-Free Adaptation of New-Generation LLMs using Legacy Clinical Models. CoRR Sasha Ronaghi, Chloe Stanwyck, Asad Aali, Amir Ronaghi, Miguel Fuentes, Tina Hernandez-Boussard, Emily Alsentzer
2025	J	`jnl`	Artificial intelligence tools in supporting healthcare professionals for tailored patient care. npj Digit. Medicine Jiyeong Kim, Michael L. Chen, Shawheen J. Rezaei, Tina Hernandez-Boussard, Jonathan H. Chen, Fátima Rodriguez, Summer S. Han, Rayhan A. Lal, Sun H. Kim, Chrysoula Dosiou, Susan M. Seav, Tugce Akcan, Carolyn I. Rodriguez, Steven M. Asch, Eleni Linos
2025	J	`jnl`	Challenges and recommendations for Electronic Health Records data extraction and preparation for dynamic prediction modelling in hospitalized patients - a practical guide. CoRR Elena Albu, Shan Gao, Pieter Stijnen, Frank E. Rademakers, Bas C. T. van Bussel, Taya Collyer, Tina Hernandez-Boussard, Laure Wynants, Ben Van Calster
2025	J	`jnl`	Clinical trials informed framework for real world clinical implementation and deployment of artificial intelligence applications. npj Digit. Medicine Jacqueline G. You, Tina Hernandez-Boussard, Michael A. Pfeffer, Adam B. Landman, Rebecca Grochow Mishuris
2025	J	`jnl`	Community-engaged artificial intelligence: an upstream, participatory design, development, testing, validation, use and monitoring framework for artificial intelligence and machine learning models in the Alaska Tribal Health System. Frontiers Artif. Intell. Brian Travis Rice, Stacy Rasmus, Robert Onders, Timothy Thomas, Gretchen Day, Jeremy Wood, Carla Britton, Tina Hernandez-Boussard, Vanessa Hiratsuka
2025	J	`jnl`	Development of secure infrastructure for advancing generative artificial intelligence research in healthcare at an academic medical center. J. Am. Medical Informatics Assoc. Madelena Y. Ng, Jarrod Helzer, Michael A. Pfeffer, Tina Seto, Tina Hernandez-Boussard
2025	J	`jnl`	Global Initiative on AI for Health (GI-AI4H): strategic priorities advancing governance across the United Nations. npj Digit. Medicine Vijaytha Muralidharan, Madelena Y. Ng, Shada Alsalamah, Sameer Pujari, Kanika Kalra, Rajeshwari Singh, Denise Schalet, Tobi Olatunji, Rohit Malpani, Rubeta N. Matin, Jesutofunmi A. Omiye, Yu Zhao, Anita Sands, Andreas Reis, Jose Eduardo Diaz Mendoza, Tina Hernandez-Boussard, Roxana Daneshjou, Alain B. Labrique
2025	J	`jnl`	Open-weight genome language model safeguards: Assessing robustness via adversarial fine-tuning. CoRR James R. M. Black, Moritz S. Hanke, Aaron Maiwald, Tina Hernandez-Boussard, Oliver M. Crook, Jaspreet Pannu
2025	J	`jnl`	Predicting treatment retention in medication for opioid use disorder: a machine learning approach using NLP and LLM-derived clinical features. J. Am. Medical Informatics Assoc. Fateme Nateghi Haredasht, Ivan Lopez, Steven Tate, Pooya Ashtari, Min Min Chan, Deepali Kulkarni, Chwen-Yuen Angie Chen, Maithri Vangala, Kira Griffith, Bryan Bunning, Adam S. Miner, Tina Hernandez-Boussard, Keith Humphreys, Anna Lembke, L. Alexander Vance, Jonathan H. Chen
2024	J	`jnl`	Applying natural language processing to patient messages to identify depression concerns in cancer patients. J. Am. Medical Informatics Assoc. Marieke M. van Buchem, Anne A. H. de Hond, Claudio Fanconi, Vaibhavi B. Shah, Max Schüssler, Ilse M. J. Kant, Ewout W. Steyerberg, Tina Hernandez-Boussard
2024	J	`jnl`	Contemporary attitudes and beliefs on coronary artery calcium from social media using artificial intelligence. npj Digit. Medicine Sulaiman Somani, Sujana Balla, Allison W. Peng, Ramzi Dudum, Sneha Jain, Khurram Nasir, David J. Maron, Tina Hernandez-Boussard, Fátima Rodriguez
2024	—	`conf`	FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records. MLHC Yuqing Wang, Malvika Pillai, Yun Zhao, Catherine M. Curtin, Tina Hernandez-Boussard
2024	J	`jnl`	FairEHR-CLP: Towards Fairness-Aware Clinical Predictions with Contrastive Learning in Multimodal Electronic Health Records. CoRR Yuqing Wang, Malvika Pillai, Yun Zhao, Catherine M. Curtin, Tina Hernandez-Boussard
2024	J	`jnl`	Measuring quality-of-care in treatment of young children with attention-deficit/hyperactivity disorder using pre-trained language models. J. Am. Medical Informatics Assoc. Malvika Pillai, José D. Posada, Rebecca M. Gardner, Tina Hernandez-Boussard, Yair Bannett
2024	J	`jnl`	Performance evaluation of predictive AI models to support medical decisions: Overview and guidance. CoRR Ben Van Calster, Gary S. Collins, Andrew J. Vickers, Laure Wynants, Kathleen F. Kerr, Lasai Barreñada, Gaël Varoquaux, Karandeep Singh, Karel G. M. Moons, Tina Hernandez-Boussard, Dirk Timmerman, David J. Mclernon, Maarten van Smeden, Ewout W. Steyerberg
2024	J	`jnl`	Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network. J. Am. Medical Informatics Assoc. Behzad Naderalvojoud, Catherine M. Curtin, Chen Yanover, Tal El-Hay, Byungjin Choi, Rae Woong Park, Javier Gracia-Tabuenca, Mary Pat Reeve, Thomas Falconer, Keith Humphreys, Steven M. Asch, Tina Hernandez-Boussard
2024	J	`jnl`	Unveiling and Mitigating Bias in Mental Health Analysis with Large Language Models. CoRR Yuqing Wang, Yun Zhao, Sara Alessandra Keller, Anne A. H. de Hond, Marieke M. van Buchem, Malvika Pillai, Tina Hernandez-Boussard
2023	A*	`conf`	Censored Fairness through Awareness. AAAI Wenbin Zhang, Tina Hernandez-Boussard, Jeremy C. Weiss
2023	J	`jnl`	Multimodal data fusion for cancer biomarker discovery with deep learning. Nat. Mac. Intell. Sandra Steyaert, Marija Pizurica, Divya Nagaraj, Priya Khandelwal, Tina Hernandez-Boussard, Andrew J. Gentles, Olivier Gevaert
2023	J	`jnl`	Perspectives on validation of clinical predictive algorithms. npj Digit. Medicine Anne A. H. de Hond, Vaibhavi B. Shah, Ilse M. J. Kant, Ben Van Calster, Ewout W. Steyerberg, Tina Hernandez-Boussard
2023	—	`conf`	Predicting Depression Risk in Patients with Cancer Using Multimodal Data. MIE Anne De Hond, Marieke M. van Buchem, Claudio Fanconi, Mohana Roy, Douglas W. Blayney, Ilse M. J. Kant, Ewout W. Steyerberg, Tina Hernandez-Boussard
2023	J	`jnl`	Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring. PLoS Comput. Biol. Oualid El Hajouji, Ran Sun, Alban Zammit, Keith Humphreys, Steven M. Asch, Ian Carroll, Catherine M. Curtin, Tina Hernandez-Boussard
2022	J	`jnl`	Changes in postoperative opioid prescribing across three diverse healthcare systems, 2010-2020. Frontiers Digit. Health Jean Coquet, Alban Zammit, Oualid El Hajouji, Keith Humphreys, Steven M. Asch, Thomas F. Osborne, Catherine M. Curtin, Tina Hernandez-Boussard
2022	J	`jnl`	Clinical concept recognition: Evaluation of existing systems on EHRs. Frontiers Artif. Intell. Juan Antonio Lossio-Ventura, Ran Sun, Sebastien Boussard, Tina Hernandez-Boussard
2022	J	`jnl`	Expanding the Secondary Use of Prostate Cancer Real World Data: Automated Classifiers for Clinical and Pathological Stage. Frontiers Digit. Health Selen Bozkurt, Christopher J. Magnani, Martin G. Seneviratne, James D. Brooks, Tina Hernandez-Boussard
2022	J	`jnl`	Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation. Frontiers Digit. Health 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, Jun Deng, Sepideh Dolatshahi, Olivier Gevaert, Emily J. Greenspan, Wenrui Hao, Tina Hernandez-Boussard, Pamela R. Jackson, Marieke L. Kuijjer, Adrian Lee, Paul Macklin, Subha Madhavan, Matthew D. McCoy, Navid Mohammad Mirzaei, Talayeh Razzaghi, Heber L. Rocha, Leili Shahriyari, Ilya Shmulevich, Daniel G. Stover, Yi Sun, Tanveer F. Syeda-Mahmood, Jinhua Wang, Qi Wang, Ioannis K. Zervantonakis
2022	Misc	`conf`	Implications of Data As a Public Good: Charting a Path Toward Diagnostic Excellence. AMIA Curtis P. Langlotz, Thomas Wang, Tina Hernandez-Boussard, Irene Dankwa-Mullan
2022	J	`jnl`	Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam. Int. J. Medical Informatics Sophia Y. Wang, Justin Huang, Hannah Hwang, Wendeng Hu, Shiqi Tao, Tina Hernandez-Boussard
2022	J	`jnl`	Natural Language Processing Methods to Identify Oncology Patients at High Risk for Acute Care with Clinical Notes. CoRR Claudio Fanconi, Marieke M. van Buchem, Tina Hernandez-Boussard
2022	J	`jnl`	Opioid2MME: Standardizing opioid prescriptions to morphine milligram equivalents from electronic health records. Int. J. Medical Informatics Juan Antonio Lossio-Ventura, Wenyu Song, Michael Sainlaire, Patricia C. Dykes, Tina Hernandez-Boussard
2022	J	`jnl`	Picture a data scientist: a call to action for increasing diversity, equity, and inclusion in the age of AI. J. Am. Medical Informatics Assoc. Anne A. H. de Hond, Marieke M. van Buchem, Tina Hernandez-Boussard
2022	Misc	`conf`	Predicting Prolonged Opioid Use Following Surgery Using Machine Learning: Challenges and Outcomes. AMIA Behzad Naderalvojoud, Anne A. H. de Hond, Alessandro Shapiro, Jean Coquet, Tina Seto, Tina Hernandez-Boussard
2022	Misc	`conf`	The Impact of Algorithms on Racial and Ethnic Disparities in Health and Healthcare. AMIA Arlene Bierman, Helen Burstin, Tina Hernandez-Boussard, Maia Hightower, Nikhil Mull
2022	Misc	`conf`	Using Deep Learning-based Natural Language Processing to Identify Reasons for Statin Non-Adherence in Patients with Atherosclerotic Cardiovascular Disease. AMIA Alban Zammit, Tina Hernandez-Boussard, Jean Coquet, Ashish Sarraju, Fatima Fatiguez
2022	Misc	`conf`	Using Reddit to detect suicidal ideation from patient emails. AMIA Marieke M. van Buchem, Hamza El Mosor, Jean Coquet, Tina Hernandez-Boussard
2021	J	`jnl`	Bias at warp speed: how AI may contribute to the disparities gap in the time of COVID-19. J. Am. Medical Informatics Assoc. Eliane Röösli, Brian Rice, Tina Hernandez-Boussard
2021	J	`jnl`	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. Tina Hernandez-Boussard, Matthew P. Lungren, Nigam Shah
2021	J	`jnl`	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. Tina Hernandez-Boussard, Matthew P. Lungren, Nigam Shah
2021	J	`jnl`	Development and evaluation of novel ophthalmology domain-specific neural word embeddings to predict visual prognosis. Int. J. Medical Informatics Sophia Y. Wang, Benjamin Tseng, Tina Hernandez-Boussard
2021	J	`jnl`	Evaluation of clustering and topic modeling methods over health-related tweets and emails. Artif. Intell. Medicine Juan Antonio Lossio-Ventura, Sergio Gonzales, Juandiego Morzan, Hugo Alatrista-Salas, Tina Hernandez-Boussard, Jiang Bian
2021	Misc	`conf`	Expanding the secondary use of prostate cancer real world data: Automated Classifiers for Clinical and Pathological Stage. AMIA Selen Bozkurt, Tina Hernandez-Boussard
2021	J	`jnl`	Health management via telemedicine: Learning from the COVID-19 experience. J. Am. Medical Informatics Assoc. Ran Sun, Douglas W. Blayney, Tina Hernandez-Boussard
2021	J	`jnl`	Learning from past respiratory failure patients to triage COVID-19 patient ventilator needs: A multi-institutional study. J. Biomed. Informatics Harris Carmichael, Jean Coquet, Ran Sun, Shengtian Sang, Danielle Groat, Steven M. Asch, Joseph Bledsoe, Ithan D. Peltan, Jason R. Jacobs, Tina Hernandez-Boussard
2020	J	`jnl`	Automated extraction of ophthalmic surgery outcomes from the electronic health record. Int. J. Medical Informatics Sophia Y. Wang, Suzann Pershing, Elaine Tran, Tina Hernandez-Boussard
2020	Misc	`conf`	Distinct Clusters of Patient reported outcome (PRO) trajectories among oncology patients receiving chemotherapy. AMIA Selen Bozkurt, Amee D. Azad, Melih Yilmaz, James D. Brooks, Douglas W. Blayney, Tina Hernandez-Boussard
2020	J	`jnl`	MINIMAR (MINimum Information for Medical AI Reporting): Developing reporting standards for artificial intelligence in health care. J. Am. Medical Informatics Assoc. Tina Hernandez-Boussard, Selen Bozkurt, John P. A. Ioannidis, Nigam H. Shah
2020	Misc	`conf`	Navigating the National Cancer Institute Grants Process: A Primer for Informatics Researchers. AMIA Robin C. Vanderpool, April Oh, Roxanne E. Jensen, Urmimala Sarkar, Tina Hernandez-Boussard
2020	J	`jnl`	Reporting of demographic data and representativeness in machine learning models using electronic health records. J. Am. Medical Informatics Assoc. Selen Bozkurt, Eli M. Cahan, Martin G. Seneviratne, Ran Sun, Juan Antonio Lossio-Ventura, John P. A. Ioannidis, Tina Hernandez-Boussard
2020	Misc	`conf`	Standardizing Opioid Prescriptions across Systems: Challenges, Strengths, and Opportunities. AMIA Tina Hernandez-Boussard, Juan Antonio Lossio-Ventura, Ania Syrowatka, Wenyu Song, Patricia C. Dykes
2020	Misc	`conf`	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 Azadeh Shoaibi, Hui-Lee Wong, Christian Reich, Keran Moll, Tina Hernandez-Boussard
2020	J	`jnl`	Trajectory analysis for postoperative pain using electronic health records: A nonparametric method with robust linear regression and K-medians cluster analysis. Health Informatics J. Yingjie Weng, Lu Tian, Dario Tedesco, Karishma Desai, Steven M. Asch, Ian Carroll, Catherine M. Curtin, Kathryn M. McDonald, Tina Hernandez-Boussard
2019	—	`conf`	Clinical named-entity recognition: A short comparison. BIBM Juan Antonio Lossio-Ventura, Sebastien Boussard, Juandiego Morzan, Tina Hernandez-Boussard
2019	—	`conf`	Clustering and topic modeling over tweets: A comparison over a health dataset. BIBM Juan Antonio Lossio-Ventura, Juandiego Morzan, Hugo Alatrista-Salas, Tina Hernandez-Boussard, Jiang Bian
2019	J	`jnl`	Comparison of orthogonal NLP methods for clinical phenotyping and assessment of bone scan utilization among prostate cancer patients. J. Biomed. Informatics Jean Coquet, Selen Bozkurt, Kathleen M. Kan, Michelle Ferrari, Douglas W. Blayney, James D. Brooks, Tina Hernandez-Boussard
2019	—	`conf`	Machine Learning Approaches for Extracting Stage from Pathology Reports in Prostate Cancer. MedInfo Raphael Lenain, Martin G. Seneviratne, Selen Bozkurt, Douglas W. Blayney, James D. Brooks, Tina Hernandez-Boussard
2019	Misc	`conf`	Merging heterogeneous clinical data to enable knowledge discovery. PSB Martin G. Seneviratne, Michael G. Kahn, Tina Hernandez-Boussard
2019	J	`jnl`	Putting the data before the algorithm in big data addressing personalized healthcare. npj Digit. Medicine Eli M. Cahan, Tina Hernandez-Boussard, Sonoo Thadaney Israni, Daniel L. Rubin
2019	J	`jnl`	Real world evidence in cardiovascular medicine: ensuring data validity in electronic health record-based studies. J. Am. Medical Informatics Assoc. Tina Hernandez-Boussard, Keri L. Monda, Blai Coll Crespo, Dan Riskin
2019	—	`conf`	Understanding Patient Attitudes Toward Multifocal Intraocular Lenses in Online Medical Forums Through Sentiment Analysis. MedInfo Sophia Y. Wang, Tina Hernandez-Boussard, Robert T. Chang, Suzann Pershing
2018	Misc	`conf`	A Pipeline to Measure Ophthalmic Surgery Outcomes from the Electronic Health Record. AMIA Sophia Y. Wang, Suzann Pershing, Tina Hernandez-Boussard
2018	Misc	`conf`	An Automated Feature Engineering for Digital Rectal Examination Documentation using Natural Language Processing. AMIA Selen Bozkurt, Jung Park In, Kathleen Mary Kan, Michelle Ferrari, Daniel L. Rubin, James D. Brooks, Tina Hernandez-Boussard
2018	Misc	`conf`	Identifying cases of metastatic prostate cancer using machine learning on electronic health records. AMIA Martin G. Seneviratne, Juan M. Banda, James D. Brooks, Nigam Shah, Tina Hernandez-Boussard
2017	—	`conf`	Annotation of pain and anesthesia events for surgery-related processes and outcomes extraction. BioNLP Wen-Wai Yim, Dario Tedesco, Catherine M. Curtin, Tina Hernandez-Boussard
2017	Misc	`conf`	Mining Electronic Health Records to Extract Patient-Centered Outcomes Following Prostate cancer Treatment. AMIA Tina Hernandez-Boussard, Panayotis Kourdis, Wen-Wai Yim, Rajendra Dulal, Douglas W. Blayney, James D. Brooks
2015	Misc	`conf`	Impact of Electronic Health Records on Quality of Care: Evidence on Inpatient Mortality, Readmissions, and Complications. AMIA Tina Hernandez-Boussard, Catherine M. Curtin, Doug Morrision, Swati Yanamadala, Katherine McDonald
2008	J	`jnl`	The pharmacogenetics and pharmacogenomics knowledge base: accentuating the knowledge. Nucleic Acids Res. Tina Hernandez-Boussard, Michelle Whirl Carrillo, Joan M. Hebert, Li Gong, Ryan Owen, Mei Gong, Winston Gor, Feng Liu, Chuong Truong, Ryan Whaley, Mark Woon, Tina Zhou, Russ B. Altman, Teri E. Klein
2007	J	`jnl`	The Stanford Microarray Database: implementation of new analysis tools and open source release of software. Nucleic Acids Res. Janos Demeter, Catherine Beauheim, Jeremy Gollub, Tina Hernandez-Boussard, Heng jin, Donald Maier, John C. Matese, Michael Nitzberg, Farrell Wymore, Zachariah K. Zachariah, Patrick O. Brown, Gavin Sherlock, Catherine A. Ball
2005	J	`jnl`	The Stanford Microarray Database accommodates additional microarray platforms and data formats. Nucleic Acids Res. Catherine A. Ball, Ihab A. B. Awad, Janos Demeter, Jeremy Gollub, Joan M. Hebert, Tina Hernandez-Boussard, Heng jin, John C. Matese, Michael Nitzberg, Farrell Wymore, Zachariah K. Zachariah, Patrick O. Brown, Gavin Sherlock
2004	J	`jnl`	Caryoscope: An Open Source Java application for viewing microarray data in a genomic context. BMC Bioinform. Ihab A. B. Awad, Christian A. Rees, Tina Hernandez-Boussard, Catherine A. Ball, Gavin Sherlock
2003	J	`jnl`	SOURCE: a unified genomic resource of functional annotations, ontologies, and gene expression data. Nucleic Acids Res. Maximilian Diehn, Gavin Sherlock, Gail Binkley, Heng jin, John C. Matese, Tina Hernandez-Boussard, Christian A. Rees, J. Michael Cherry, David Botstein, Patrick O. Brown, Ash A. Alizadeh
2003	J	`jnl`	The Stanford Microarray Database: data access and quality assessment tools. Nucleic Acids Res. Jeremy Gollub, Catherine A. Ball, Gail Binkley, Janos Demeter, David B. Finkelstein, Joan M. Hebert, Tina Hernandez-Boussard, Heng jin, Miroslava Kaloper, John C. Matese, Mark Schroeder, Patrick O. Brown, David Botstein, Gavin Sherlock
2001	J	`jnl`	The Stanford Microarray Database. Nucleic Acids Res. Gavin Sherlock, Tina Hernandez-Boussard, Andrew Kasarskis, Gail Binkley, John C. Matese, Selina S. Dwight, Miroslava Kaloper, Shuai Weng, Heng jin, Catherine A. Ball, Michael B. Eisen, Paul T. Spellman, Patrick O. Brown, David Botstein, J. Michael Cherry