Publications by authors named "Akshay Swaminathan"

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Testing and Evaluation of Health Care Applications of Large Language Models: A Systematic Review.
Suhana Bedi, Yutong Liu, Lucy Orr-Ewing, Dev Dash, Sanmi Koyejo, Alison Callahan, Jason A Fries, Michael Wornow, Akshay Swaminathan, Lisa Soleymani Lehmann

JAMA· January 2025

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Evaluating anti-LGBTQIA+ medical bias in large language models.
Crystal T Chang, Neha Srivathsa, Charbel Bou-Khalil, Akshay Swaminathan, Mitchell R Lunn

PLOS Digit Health· September 2025

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Red teaming ChatGPT in medicine to yield real-world insights on model behavior.
Crystal T Chang, Hodan Farah, Haiwen Gui, Shawheen Justin Rezaei, Charbel Bou-Khalil, Akshay Swaminathan

NPJ Digit Med· March 2025

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Against reflexive recalibration: towards a causal framework for addressing miscalibration.
Akshay Swaminathan, Ujwal Srivastava, Lucia Tu, Ivan Lopez, Nigam H Shah

Diagn Progn Res· February 2025

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Clinical entity augmented retrieval for clinical information extraction.
Ivan Lopez, Akshay Swaminathan, Karthik Vedula, Sanjana Narayanan, Fateme Nateghi Haredasht

NPJ Digit Med· January 2025

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Burn Care Funding in the Era of Price Transparency-Does Verification Signal Bargaining Power?
Eloise Wood Stanton, Rachel Pedreira, Nada Rizk, Akshay Swaminathan, Clifford Sheckter

J Burn Care Res· September 2024

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Emerging Outlook on Personalized Neuromodulation for Depression: Insights From Tractography-Based Targeting.
Sina Sadeghzadeh, Akshay Swaminathan, Priya Bhanot, Samantha Steeman, Audrey Xu

Biol Psychiatry Cogn Neurosci Neuroimaging· August 2024

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Extraction of Unstructured Electronic Health Records to Evaluate Glioblastoma Treatment Patterns.
Akshay Swaminathan, Alexander L Ren, Janet Y Wu, Aarohi Bhargava-Shah, Ivan Lopez

JCO Clin Cancer Inform· June 2024

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How to enhance lab-team efficiency with tools from the tech industry.
Lathan Liou, Akshay Swaminathan

Nature· February 2024

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Selective prediction for extracting unstructured clinical data.
Akshay Swaminathan, Ivan Lopez, William Wang, Ujwal Srivastava, Edward Tran

J Am Med Inform Assoc· December 2023

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Diversifying cardiac intensive care unit models: Successful example of an operating surgeon-led unit.
Perry S Choi, Katharine C Pines, Akshay Swaminathan, Riya Nilkant, Michael A Mendez

JTCVS Open· December 2023

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How 'retro' meetings can enhance collaboration.
Akshay Swaminathan, Lathan Liou

Nature· October 2023

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Critically reading machine learning literature in neurosurgery: a reader's guide and checklist for appraising prediction models.
Sivaram Emani, Akshay Swaminathan, Ben Grobman, Julia B Duvall, Ivan Lopez

Neurosurg Focus· June 2023

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Post-traumatic growth in PhD students during the COVID-19 pandemic.
Allison K Tu, Juliana Restivo Haney, Kathryn O'Neill, Akshay Swaminathan, Karmel W Choi

Psychiatry Res Commun· March 2023

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The influence of maternal and paternal education on birth outcomes: an analysis of the Ottawa and Kingston (OaK) birth cohort.
Akshay Swaminathan, Marianne Lahaie Luna, Ruth Rennicks White, Graeme Smith, Marc Rodger

J Matern Fetal Neonatal Med· December 2022

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Real-world association of HER2/ concordance with trastuzumab clinical benefit in advanced esophagogastric cancer.
Stacey M Stein, Jeremy Snider, Siraj M Ali, Rebecca A Miksad, Brian M Alexander, Akshay Swaminathan

Future Oncol· November 2021

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Precision mapping child undernutrition for nearly 600,000 inhabited census villages in India.
Rockli Kim, Avleen S Bijral, Yun Xu, Xiuyuan Zhang, Jeffrey C Blossom, Akshay Swaminathan

Proc Natl Acad Sci U S A· May 2021

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Reflections on designing population surveys for COVID-19 infection and prevalence.
Akshay Swaminathan, S V Subramanian

Geroscience· December 2020

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Correction to: Reflections on designing population surveys for COVID-19 infection and prevalence.
Akshay Swaminathan, S V Subramanian

Geroscience· December 2020

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Prevalence of Gestational Diabetes in India by Individual Socioeconomic, Demographic, and Clinical Factors.
Goutham Swaminathan, Akshay Swaminathan, Daniel J Corsi

JAMA Netw Open· November 2020

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Association does not imply prediction: the accuracy of birthweight in predicting child mortality and anthropometric failure.
Akshay Swaminathan, Rockli Kim, S V Subramanian

Ann Epidemiol· October 2020

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Forecasting efforts from prior epidemics and COVID-19 predictions.
Pranay Nadella, Akshay Swaminathan, S V Subramanian

Eur J Epidemiol· August 2020

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Proof of Concept of a Gamified DEvelopmental Assessment on an E-Platform (DEEP) Tool to Measure Cognitive Development in Rural Indian Preschool Children.
Debarati Mukherjee, Supriya Bhavnani, Akshay Swaminathan, Deepali Verma, Dhanya Parameshwaran

Front Psychol· June 2020

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The State of School Infrastructure in the Assembly Constituencies of Rural India: Analysis of 11 Census Indicators from Pre-Primary to Higher Education.
Akshay Swaminathan, Menaka Narayanan, Jeff Blossom, R Venkataramanan, Sujata Saunik

Int J Environ Res Public Health· January 2020

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