Tina Hernandez Boussard (Tina Hernandez-Boussard)

ORCID

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 59

Top Venues

Journal of the American Medical Informatics Association : JAMIA

NPJ digital medicine

Nature medicine

JMIR medical informatics

Stanford University

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Stanford University

United States

Assoc Professor :: Medicine

Publications

Malvika Pillai, Terri L Blumke, Joachim Studnia, Yuqing Wang, Zachary P Veigulis, Anna D Ware, Peter J Hoover, Ian R Carroll, Keith N Humphreys, Thomas F Osborne, Steven M Asch, Tina Hernandez Boussard, Catherine M Curtin
Improving postsurgical fall detection for older Americans using LLM-driven analysis of clinical narratives. medRxiv : the preprint server for health sciences (2024)
Sulaiman Somani, Sujana Balla, Allison W Peng, Ramzi Dudum, Sneha Jain, Khurram Nasir, David J Maron, Tina Hernandez Boussard, Fatima Rodriguez
Contemporary attitudes and beliefs on coronary artery calcium from social media using artificial intelligence. NPJ digital medicine 7 (1) (2024)
Malvika Pillai, Jose Posada, Rebecca M Gardner, Tina Hernandez Boussard, Yair Bannett
Measuring quality-of-care in treatment of young children with attention-deficit/hyperactivity disorder using pre-trained language models. Journal of the American Medical Informatics Association : JAMIA (2024)
Maili C Raven-Adams, Tina Hernandez Boussard, Yann Joly, Bartha Maria Knoppers, Subhashini Chandrasekharan, Adrian Thorogood, Judit Kumuthini, Calvin Wai-Loon Ho, Ariana Gonzlez, Sarah C Nelson, Yvonne Bombard, Donrich Thaldar, Hanshi Liu, Alessia Costa, Vijaytha Muralidharan, Sasha Henriques, Jamal Nasir, Aimé Z Lumaka, Beatrice Kaiser, Saumya Shekhar Jamuar, Anna C F Lewis
Defining and pursuing diversity in human genetic studies. Nature genetics (2024)
Malvika Pillai, Jose Posada, Rebecca M Gardner, Tina Hernandez Boussard, Yair Bannett
Measuring quality-of-care in treatment of young children with attention-deficit/hyperactivity disorder using pre-trained language models. Journal of the American Medical Informatics Association : JAMIA 31 (4) (2024)
Anne A H de Hond, Marieke Meija van Buchem, Claudio Fanconi, Mohana Roy, Douglas W Blayney, Ilse M J Kant, Ewout Willem Steyerberg, Tina Hernandez Boussard
Predicting Depression Risk in Patients With Cancer Using Multimodal Data: Algorithm Development Study. JMIR medical informatics 12 (2024)
Anne A H de Hond, Marieke Meija van Buchem, Claudio Fanconi, Mohana Roy, Douglas W Blayney, Ilse M J Kant, Ewout Willem Steyerberg, Tina Hernandez Boussard
Predicting Depression Risk in Patients With Cancer Using Multimodal Data: Algorithm Development Study. JMIR medical informatics 12 (2024)
Sulaiman Somani, Sneha S Jain, Ashish Sarraju, Alexander T Sandhu, Tina Hernandez Boussard, Fatima Rodriguez
Using large language models to assess public perceptions around glucagon-like peptide-1 receptor agonists on social media. Communications medicine 4 (1) (2024)
Sulaiman Somani, Sujana Balla, Allison W Peng, Ramzi Dudum, Sneha Jain, Khurram Nasir, David J Maron, Tina Hernandez Boussard, Fatima Rodriguez
Contemporary attitudes and beliefs on coronary artery calcium from social media using artificial intelligence. NPJ digital medicine 7 (1) (2024)
Anshal Gupta, Rebecca L Tisdale, Jamie Calma, Randall S Stafford, David J Maron, Tina Hernandez Boussard, Andrew P Ambrosy, Paul A Heidenreich, Alexander T Sandhu
Equity in the Setting of Heart Failure Diagnosis: An Analysis of Differences Between and Within Clinician Practices. Circulation. Heart failure 17 (6) (2024)
Anne A H de Hond, Marieke Meija van Buchem, Claudio Fanconi, Mohana Roy, Douglas W Blayney, Ilse M J Kant, Ewout Willem Steyerberg, Tina Hernandez Boussard
Predicting Depression Risk in Patients With Cancer Using Multimodal Data: Algorithm Development Study. JMIR medical informatics 12 (2024)
Sulaiman Somani, Sujana Balla, Allison W Peng, Ramzi Dudum, Sneha Jain, Khurram Nasir, David J Maron, Tina Hernandez Boussard, Fatima Rodriguez
Contemporary attitudes and beliefs on coronary artery calcium from social media using artificial intelligence. NPJ digital medicine 7 (1) (2024)
Sulaiman Somani, Sneha S Jain, Ashish Sarraju, Alexander T Sandhu, Tina Hernandez Boussard, Fatima Rodriguez
Using large language models to assess public perceptions around glucagon-like peptide-1 receptor agonists on social media. Communications medicine 4 (1) (2024)
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
Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network. Journal of the American Medical Informatics Association : JAMIA 31 (5) (2024)
Anshal Gupta, Rebecca L Tisdale, Jamie Calma, Randall S Stafford, David J Maron, Tina Hernandez Boussard, Andrew P Ambrosy, Paul A Heidenreich, Alexander T Sandhu
Equity in the Setting of Heart Failure Diagnosis: An Analysis of Differences Between and Within Clinician Practices. Circulation. Heart failure (2024)
Malvika Pillai, Jose Posada, Rebecca M Gardner, Tina Hernandez Boussard, Yair Bannett
Measuring quality-of-care in treatment of young children with attention-deficit/hyperactivity disorder using pre-trained language models. Journal of the American Medical Informatics Association : JAMIA 31 (4) (2024)
Malvika Pillai, Terri L Blumke, Joachim Studnia, Yuqing Wang, Zachary P Veigulis, Anna D Ware, Peter J Hoover, Ian R Carroll, Keith N Humphreys, Thomas F Osborne, Steven M Asch, Tina Hernandez Boussard, Catherine M Curtin
Improving postsurgical fall detection for older Americans using LLM-driven analysis of clinical narratives. medRxiv : the preprint server for health sciences (2024)
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
Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network. Journal of the American Medical Informatics Association : JAMIA 31 (5) (2024)
Malvika Pillai, Terri L Blumke, Joachim Studnia, Yuqing Wang, Zachary P Veigulis, Anna D Ware, Peter J Hoover, Ian R Carroll, Keith N Humphreys, Thomas F Osborne, Steven M Asch, Tina Hernandez Boussard, Catherine M Curtin
Improving postsurgical fall detection for older Americans using LLM-driven analysis of clinical narratives. medRxiv : the preprint server for health sciences (2024)
Marieke Meija van Buchem, Anne A H de Hond, Claudio Fanconi, Vaibhavi Shah, Max Schuessler, Ilse M J Kant, Ewout W Steyerberg, Tina Hernandez Boussard
Applying natural language processing to patient messages to identify depression concerns in cancer patients. Journal of the American Medical Informatics Association : JAMIA (2024)
Anne A H de Hond, Marieke Meija van Buchem, Claudio Fanconi, Mohana Roy, Douglas W Blayney, Ilse M J Kant, Ewout Willem Steyerberg, Tina Hernandez Boussard
Predicting Depression Risk in Patients With Cancer Using Multimodal Data: Algorithm Development Study. JMIR medical informatics 12 (2024)
Marieke Meija van Buchem, Anne A H de Hond, Claudio Fanconi, Vaibhavi Shah, Max Schuessler, Ilse M J Kant, Ewout W Steyerberg, Tina Hernandez Boussard
Applying natural language processing to patient messages to identify depression concerns in cancer patients. Journal of the American Medical Informatics Association : JAMIA (2024)
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
Towards global model generalizability: independent cross-site feature evaluation for patient-level risk prediction models using the OHDSI network. Journal of the American Medical Informatics Association : JAMIA (2024)
Sulaiman Somani, Sneha S Jain, Ashish Sarraju, Alexander T Sandhu, Tina Hernandez Boussard, Fatima Rodriguez
Using large language models to assess public perceptions around glucagon-like peptide-1 receptor agonists on social media. Communications medicine 4 (1) (2024)
Anne A H de Hond, Vaibhavi B Shah, Ilse M J Kant, Ben Van Calster, Ewout Willem Steyerberg, Tina Hernandez Boussard
Perspectives on validation of clinical predictive algorithms. NPJ digital medicine 6 (1) (2023)
Ran Sun, Becky Staiger, Antonia Chan, Laurence C Baker, Tina Hernandez Boussard
Changes in Medicaid enrollment during the COVID-19 pandemic across 6 states. Medicine 101 (52) (2023)
Oualid El Hajouji, Ran S Sun, Alban Zammit, Keith Humphreys, Steven M Asch, Ian Carroll, Catherine M Curtin, Tina Hernandez Boussard
Prediction of opioid-related outcomes in a medicaid surgical population: Evidence to guide postoperative opiate therapy and monitoring. PLoS computational biology 19 (8) (2023)
Alexander H Thieme, Yuanning Zheng, Gautam Machiraju, Christoph Sadee, Mirja Mittermaier, Maximilian Gertler, Jorge L Salinas, Krithika Srinivasan, Prashnna Gyawali, Francisco Carrillo, Angelo Capodici, Maximilian Uhlig, Daniel Habenicht, Anastassia Löser, Maja Kohler, Maximilian Schuessler, David Kaul, Johannes Gollrad, Jackie Ma, Christoph Lippert, Kendall Billick, Isaac Bogoch, Tina Hernandez Boussard, Pascal Geldsetzer, Olivier Gevaert
A deep-learning algorithm to classify skin lesions from mpox virus infection. Nature medicine (2023)
Ran Sun, Becky Staiger, Antonia Chan, Laurence C Baker, Tina Hernandez Boussard
Changes in Medicaid enrollment during the COVID-19 pandemic across 6 states. Medicine 101 (52) (2023)
Behzad Naderalvojoud, Nilpa D Shah, Jane N Mutanga, Artur Belov, Rebecca Staiger, Jonathan H Chen, Barbee Whitaker, Tina Hernandez Boussard
Trends in Influenza Vaccination Rates among a Medicaid Population from 2016 to 2021. Vaccines 11 (11) (2023)
Anne A H de Hond, Vaibhavi B Shah, Ilse M J Kant, Ben Van Calster, Ewout Willem Steyerberg, Tina Hernandez Boussard
Perspectives on validation of clinical predictive algorithms. NPJ digital medicine 6 (1) (2023)
Anne A H de Hond, Vaibhavi B Shah, Ilse M J Kant, Ben Van Calster, Ewout Willem Steyerberg, Tina Hernandez Boussard
Perspectives on validation of clinical predictive algorithms. NPJ digital medicine 6 (1) (2023)
Alexander H Thieme, Yuanning Zheng, Gautam Machiraju, Christoph Sadee, Mirja Mittermaier, Maximilian Gertler, Jorge L Salinas, Krithika Srinivasan, Prashnna Gyawali, Francisco Carrillo, Angelo Capodici, Maximilian Uhlig, Daniel Habenicht, Anastassia Löser, Maja Kohler, Maximilian Schuessler, David Kaul, Johannes Gollrad, Jackie Ma, Christoph Lippert, Kendall Billick, Isaac Bogoch, Tina Hernandez Boussard, Pascal Geldsetzer, Olivier Gevaert
A deep-learning algorithm to classify skin lesions from mpox virus infection. Nature medicine 29 (3) (2023)
Alexander H Thieme, Yuanning Zheng, Gautam Machiraju, Christoph Sadee, Mirja Mittermaier, Maximilian Gertler, Jorge L Salinas, Krithika Srinivasan, Prashnna Gyawali, Francisco Carrillo, Angelo Capodici, Maximilian Uhlig, Daniel Habenicht, Anastassia Löser, Maja Kohler, Maximilian Schuessler, David Kaul, Johannes Gollrad, Jackie Ma, Christoph Lippert, Kendall Billick, Isaac Bogoch, Tina Hernandez Boussard, Pascal Geldsetzer, Olivier Gevaert
A deep-learning algorithm to classify skin lesions from mpox virus infection. Nature medicine 29 (3) (2023)
Ashish Sarraju, Alban Zammit, Summer Ngo, Celeste Witting, Tina Hernandez Boussard, Fatima Rodriguez
Identifying Reasons for Statin Nonuse in Patients With Diabetes Using Deep Learning of Electronic Health Records. Journal of the American Heart Association (2023)
Ran Sun, Becky Staiger, Antonia Chan, Laurence C Baker, Tina Hernandez Boussard
Changes in Medicaid enrollment during the COVID-19 pandemic across 6 states. Medicine 101 (52) (2023)
Alexander H Thieme, Yuanning Zheng, Gautam Machiraju, Christoph Sadee, Mirja Mittermaier, Maximilian Gertler, Jorge L Salinas, Krithika Srinivasan, Prashnna Gyawali, Francisco Carrillo, Angelo Capodici, Maximilian Uhlig, Daniel Habenicht, Anastassia Löser, Maja Kohler, Maximilian Schuessler, David Kaul, Johannes Gollrad, Jackie Ma, Christoph Lippert, Kendall Billick, Isaac Bogoch, Tina Hernandez Boussard, Pascal Geldsetzer, Olivier Gevaert
A deep-learning algorithm to classify skin lesions from mpox virus infection. Nature medicine 29 (3) (2023)
Alban Zammit, Jean Coquet, Jennifer M Hah, Oualid El Hajouji, Steven M Asch, Ian Carroll, Catherine M Curtin, Tina Hernandez Boussard
Postoperative opioid prescribing patients with diabetes: Opportunities for personalized pain management. PloS one 18 (8) (2023)
Dylan J Peterson, Nicolai P Ostberg, Douglas W Blayney, James D Brooks, Tina Hernandez Boussard
Machine Learning Applied to Electronic Health Records: Identification of Chemotherapy Patients at High Risk for Preventable Emergency Department Visits and Hospital Admissions. JCO clinical cancer informatics 5 (2022)
Ashish Sarraju, Jean Coquet, Alban Zammit, Antonia Chan, Summer Ngo, Tina Hernandez Boussard, Fatima Rodriguez
Using deep learning-based natural language processing to identify reasons for statin nonuse in patients with atherosclerotic cardiovascular disease. Communications medicine 2 (2022)
Drake G Johnson, Vy Thuy Ho, Jennifer M Hah, Keith Humphreys, Ian R Carroll, Catherine Curtin, Steven M Asch, Tina Hernandez Boussard
Prescription quantity and duration predict progression from acute to chronic opioid use in opioid-naïve Medicaid patients. PLOS digital health 1 (8) (2022)
Perrin Jhaveri, Selen Bozkurt, Axel Moyal, Artur A Belov, Steven Anderson, Hua Shan, Barbee I Whitaker, Tina Hernandez Boussard
Analyzing real world data of blood transfusion adverse events: Opportunities and challenges. Transfusion 62 (5) (2022)
Robert J Huang, Nicole Sung-Eun Kwon, Yutaka Tomizawa, Alyssa Y Choi, Tina Hernandez Boussard, Joo Ha Hwang
A Comparison of Logistic Regression Against Machine Learning Algorithms for Gastric Cancer Risk Prediction Within Real-World Clinical Data Streams. JCO clinical cancer informatics 6 (2022)
Madelena Y Ng, Supriya Kapur, Katherine D Blizinsky, Tina Hernandez Boussard
The AI life cycle: a holistic approach to creating ethical AI for health decisions. Nature medicine 28 (11) (2022)
Eliane Röösli, Selen Bozkurt, Tina Hernandez Boussard
Peeking into a black box, the fairness and generalizability of a MIMIC-III benchmarking model. Scientific data 9 (1) (2022)
Tina Hernandez Boussard, Paul Macklin, Emily J Greenspan, Amy L Gryshuk, Eric Stahlberg, Tanveer Syeda-Mahmood, Ilya Shmulevich
Digital twins for predictive oncology will be a paradigm shift for precision cancer care. Nature medicine (2021)
Ran Sun, Douglas W Blayney, Tina Hernandez Boussard
Health management via telemedicine: Learning from the COVID-19 experience. Journal of the American Medical Informatics Association : JAMIA 28 (11) (2021)
Tina Hernandez Boussard, Matthew P Lungren, Nigam Haresh Shah
Conflicting information from the Food and Drug Administration: Missed opportunity to lead standards for safe and effective medical artificial intelligence solutions. Journal of the American Medical Informatics Association : JAMIA 28 (6) (2021)
Shengtian Sang, Ran Sun, Jean Coquet, Harris L Carmichael, Tina Seto, Tina Hernandez Boussard
Learning From Past Respiratory Infections to Predict COVID-19 Outcomes: Retrospective Study. Journal of medical Internet research 23 (2) (2021)
Amee D Azad, Melih Yilmaz, Selen Bozkurt, James D Brooks, Douglas W Blayney, Tina Hernandez Boussard
Diverse patient trajectories during cytotoxic chemotherapy: Capturing longitudinal patient-reported outcomes. Cancer medicine 10 (17) (2021)
Jean Coquet, Douglas W Blayney, James D Brooks, Tina Hernandez Boussard
Association between patient-initiated emails and overall 2-year survival in cancer patients undergoing chemotherapy: Evidence from the real-world setting. Cancer medicine 9 (22) (2020)
Selen Bozkurt, Rohan Paul, Jean Coquet, Ran Sun, Imon Banerjee, James D Brooks, Tina Hernandez Boussard
Phenotyping severity of patient-centered outcomes using clinical notes: A prostate cancer use case. Learning health systems 4 (4) (2020)
Kevin Li, Imon Banerjee, Christopher J Magnani, Douglas W Blayney, James D Brooks, Tina Hernandez Boussard
Clinical Documentation to Predict Factors Associated with Urinary Incontinence Following Prostatectomy for Prostate Cancer. Research and reports in urology 12 (2020)
Amee D Azad, Selen Bozkurt, Amanda J Wheeler, Catherine Curtin, Todd H Wagner, Tina Hernandez Boussard
Acute pain after breast surgery and reconstruction: A two-institution study of surgical factors influencing short-term pain outcomes. Journal of surgical oncology (2020)
Jennifer M Hah, Heather Hilmoe, Peter Schmidt, Rebecca McCue, Jodie Trafton, Debra Clay, Yasamin Sharifzadeh, Gabriela Ruchelli, Tina Hernandez Boussard, Stuart Barry Goodman, James Huddleston, William J Maloney, Frederick M Dirbas, Joseph Shrager, John G Costouros, Catherine M Curtin, Sean C Mackey, Ian R Carroll
Preoperative Factors Associated with Remote Postoperative Pain Resolution and Opioid Cessation in a Mixed Surgical Cohort: Post Hoc Analysis of a Perioperative Gabapentin Trial. Journal of pain research 13 (2020)
Yingjie Weng, Lu Tian, Dario Tedesco, Karishma Desai, Steven M Asch, Ian Carroll, Catherine Curtin, Kathryn M McDonald, Tina Hernandez Boussard
Trajectory analysis for postoperative pain using electronic health records: A nonparametric method with robust linear regression and K-medians cluster analysis. Health informatics journal 26 (2) (2019)
Eric M Cramer, Martin G Seneviratne, Husham Sharifi, Alp Ozturk, Tina Hernandez Boussard
Predicting the Incidence of Pressure Ulcers in the Intensive Care Unit Using Machine Learning. EGEMS (Washington, DC) 7 (1) (2019)
Arjun Parthipan, Imon Banerjee, Keith Humphreys, Steven M Asch, Catherine Curtin, Ian Carroll, Tina Hernandez Boussard
Predicting inadequate postoperative pain management in depressed patients: A machine learning approach. PloS one 14 (2) (2019)
Martin G Seneviratne, Selen Bozkurt, Manali I Patel, Tina Seto, James D Brooks, Douglas W Blayney, Allison W Kurian, Tina Hernandez Boussard
Distribution of global health measures from routinely collected PROMIS surveys in patients with breast cancer or prostate cancer. Cancer 125 (6) (2018)

Tina Hernandez Boussard.css-eqlu8i{font-size:small;padding-left:4px;} (Tina Hernandez-Boussard)

Publication Activity (10 Years)

Top Topics

Top Venues

Tina Hernandez Boussard (Tina Hernandez-Boussard)