Publications by authors named "Subhash Nerella"

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A large language model for delirium prediction in the intensive care unit using structured electronic health records.
Miguel Contreras, Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren, Subhash Nerella

Sci Rep· November 2025

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Real-time prediction of intensive care unit patient acuity and therapy requirements using state-space modelling.
Miguel Contreras, Brandon Silva, Benjamin Shickel, Andrea Davidson, Tezcan Ozrazgat-Baslanti, Subhash Nerella

Nat Commun· August 2025

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DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR.
Miguel Contreras, Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren, Subhash Nerella

Res Sq· August 2025

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Enhancing EHR Systems with data from wearables: An end-to-end Solution for monitoring post-Surgical Symptoms in older adults.
Heng Sun, Sai Manoj Jalam, Havish Kodali, Subhash Nerella, Ruben D Zapata

ArXiv· October 2024

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Transformers and large language models in healthcare: A review.
Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel

Artif Intell Med· August 2024

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APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model.
Miguel Contreras, Brandon Silva, Benjamin Shickel, Andrea Davidson, Tezcan Ozrazgat-Baslanti, Subhash Nerella

Res Sq· August 2024

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Wearable sensors in patient acuity assessment in critical care.
Jessica Sena, Mohammad Tahsin Mostafiz, Jiaqing Zhang, Andrea E Davidson, Sabyasachi Bandyopadhyay, Subhash Nerella

Front Neurol· May 2024

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Satisfaction, Usability, and Compliance With the Use of Smartwatches for Ecological Momentary Assessment of Knee Osteoarthritis Symptoms in Older Adults: Usability Study.
Charlotte Rouzaud Laborde, Erta Cenko, Mamoun T Mardini, Subhash Nerella, Matin Kheirkhahan

JMIR Aging· July 2021

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Pain Action Unit Detection in Critically Ill Patients.
Subhash Nerella, Julie Cupka, Matthew Ruppert, Patrick Tighe, Azra Bihorac

Proc COMPSAC· July 2021

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Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning.
Mamoun T Mardini, Subhash Nerella, Amal A Wanigatunga, Santiago Saldana, Ramon Casanova

AMIA Annu Symp Proc· June 2021

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The Temporal Relationship Between Ecological Pain and Life-Space Mobility in Older Adults With Knee Osteoarthritis: A Smartwatch-Based Demonstration Study.
Mamoun T Mardini, Subhash Nerella, Matin Kheirkhahan, Sanjay Ranka, Roger B Fillingim

JMIR Mhealth Uhealth· January 2021

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