Publications by authors named "Anthony Costa"

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ProT-VAE: Protein Transformer Variational AutoEncoder for functional protein design.
Emre Sevgen, Joshua Moller, Adrian Lange, John Parker, Sean Quigley, Anthony B Costa

Proc Natl Acad Sci U S A· October 2025

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Embedding Methods for Electronic Health Record Research.
Justin Kauffman, Riccardo Miotto, Eyal Klang, Anthony Costa, Beau Norgeot

Annu Rev Biomed Data Sci· August 2025

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Generative large language models are all-purpose text analytics engines: text-to-text learning is all your need.
Cheng Peng, Xi Yang, Aokun Chen, Zehao Yu, Kaleb E Smith, Anthony B Costa

J Am Med Inform Assoc· September 2024

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nach0: multimodal natural and chemical languages foundation model.
Micha Livne, Zulfat Miftahutdinov, Elena Tutubalina, Maksim Kuznetsov, Daniil Polykovskiy, Anthony Costa

Chem Sci· June 2024

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Identifying Predictors of Initial Surgical Failure during Minimally Invasive Endoscopic Intracerebral Hemorrhage Evacuation.
Turner S Baker, Roshini Kalagara, Ayesha Hashmi, Benjamin Rodriguez, Shelley H Liu, Anthony Costa

Biomedicines· February 2024

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A study of generative large language model for medical research and healthcare.
Cheng Peng, Xi Yang, Aokun Chen, Kaleb E Smith, Nima PourNejatian, Anthony B Costa

NPJ Digit Med· November 2023

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Health system-scale language models are all-purpose prediction engines.
Lavender Yao Jiang, Xujin Chris Liu, Nima Pour Nejatian, Mustafa Nasir-Moin, Duo Wang, Anthony B Costa

Nature· July 2023

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A large language model for electronic health records.
Xi Yang, Aokun Chen, Nima PourNejatian, Hoo Chang Shin, Kaleb E Smith, Anthony B Costa

NPJ Digit Med· December 2022

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Deploying deep learning models on unseen medical imaging using adversarial domain adaptation.
Aly A Valliani, Faris F Gulamali, Young Joon Kwon, Michael L Martini, Chiatse Wang, Anthony B Costa

PLoS One· October 2022

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Development and Clinical Validation of a Finite Element Method Model Mapping Focal Intracranial Cooling.
Turner S Baker, Adantchede L Zannou, Danna Cruz, Niranjan Khadka, Christopher Kellner, Anthony Costa

IEEE Trans Neural Syst Rehabil Eng· August 2022

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Therapeutic hypothermia for intracerebral hemorrhage: Systematic review and meta-analysis of the experimental and clinical literature.
Turner S Baker, John Durbin, Zachary Troiani, Luis Ascanio-Cortez, Rebecca Baron, Anthony Costa

Int J Stroke· June 2022

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Population scale latent space cohort matching for the improved use and exploration of observational trial data.
Rachel Gologorsky, Sulaiman S Somani, Sean N Neifert, Aly A Valliani, Katherine E Link, Anthony B Costa

Math Biosci Eng· May 2022

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Stimulating the Facial Nerve to Treat Ischemic Stroke: A Systematic Review.
Turner S Baker, Justin Robeny, Danna Cruz, Alexis Bruhat, Alfred-Marc Iloreta, Anthony Costa

Front Neurol· November 2021

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An Hepatozoon americanum-like protozoan in crab-eating (Cerdocyon thous) and grey pampean (Lycalopex gymnocercus) foxes from Uruguay.
Luis Carvalho, María L Félix, Valentin Bazzano, Anthony da Costa, María T Armúa-Fernández

Parasitol Res· October 2021

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Federated learning for predicting clinical outcomes in patients with COVID-19.
Ittai Dayan, Holger R Roth, Aoxiao Zhong, Ahmed Harouni, Amilcare Gentili, Anthony Beardsworth Costa

Nat Med· October 2021

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Scalable, effective, and rapid decontamination of SARS-CoV-2 contaminated N95 respirators using germicidal ultraviolet C (UVC) irradiation device.
Raveen Rathnasinghe, Robert F Karlicek, Michael Schotsaert, Mattheos Koffas, Brigitte L Arduini, Anthony Costa

Sci Rep· October 2021

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Stereoscopic virtual reality does not improve knowledge acquisition of congenital heart disease.
Neil Patel, Anthony Costa, Stephen P Sanders, David Ezon

Int J Cardiovasc Imaging· July 2021

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Deep anomaly detection of seizures with paired stereoelectroencephalography and video recordings.
Michael L Martini, Aly A Valliani, Claire Sun, Anthony B Costa, Shan Zhao

Sci Rep· April 2021

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Combining Initial Radiographs and Clinical Variables Improves Deep Learning Prognostication in Patients with COVID-19 from the Emergency Department.
Young Joon Fred Kwon, Danielle Toussie, Mark Finkelstein, Mario A Cedillo, Samuel Z Maron, Anthony B Costa

Radiol Artif Intell· March 2021

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Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach.
Akhil Vaid, Suraj K Jaladanki, Jie Xu, Shelly Teng, Arvind Kumar, Anthony Costa

JMIR Med Inform· January 2021

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Federated Learning used for predicting outcomes in SARS-COV-2 patients.
Mona Flores, Ittai Dayan, Holger Roth, Aoxiao Zhong, Ahmed Harouni, Anthony Costa

Res Sq· January 2021

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Predicting adult neuroscience intensive care unit admission from emergency department triage using a retrospective, tabular-free text machine learning approach.
Eyal Klang, Benjamin R Kummer, Neha S Dangayach, Amy Zhong, M Arash Kia, Anthony B Costa

Sci Rep· January 2021

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Body Mass Index Correlates with Skin to Spinal Canal Distance: A Large Retrospective Single-Center Study.
Keon Mahmoudi, Young Joon, Shingo Kihira, Jonathan Goldstein, Katherine Laura Garvey, Anthony Costa

J Neuroimaging· November 2020

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Scalable, effective, and rapid decontamination of SARS-CoV-2 contaminated N95 respirators using germicidal ultra-violet C (UVC) irradiation device.
Raveen Rathnasinghe, Robert F Karlicek, Michael Schotsaert, Mattheos A Koffas, Brigitte Arduini, Anthony Costa

medRxiv· October 2020

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Federated Learning of Electronic Health Records Improves Mortality Prediction in Patients Hospitalized with COVID-19.
Akhil Vaid, Suraj K Jaladanki, Jie Xu, Shelly Teng, Arvind Kumar, Anthony Costa

medRxiv· August 2020

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