Subhash Nerella

According to our database, Subhash Nerella authored at least 17 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

MANDARIN: Mixture-of-Experts Framework for Dynamic Delirium and Coma Prediction in ICU Patients: Development and Validation of an Acute Brain Dysfunction Prediction Model.

Miguel Contreras, Jessica Sena, Andrea Davidson, Jiaqing Zhang, Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Ziyuan Guan, Jeremy A. Balch, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi

CoRR, March, 2025

MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term MObility EstimatioN in Critical Care.

Jiaqing Zhang, Miguel Contreras, Jessica Sena, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

MANGO: Multimodal Acuity traNsformer for intelliGent ICU Outcomes.

Jiaqing Zhang, Miguel Contreras, Sabyasachi Bandyopadhyay, Andrea Davidson, Jessica Sena, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi

CoRR, 2024

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, Nicole Gravina, Jessica M. Ray, Erik C. Schmidt, Todd M. Manini, Rashidi Parisa

CoRR, 2024

DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR.

Miguel Contreras, Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Subhash Nerella, Azra Bihorac, Parisa Rashidi

CoRR, 2024

Leveraging Computer Vision in the Intensive Care Unit (ICU) for Examining Visitation and Mobility.

Scott Siegel, Jiaqing Zhang, Sabyasachi Bandyopadhyay, Subhash Nerella, Brandon Silva, Tezcan Baslanti, Azra Bihorac, Parisa Rashidi

CoRR, 2024

Transformers and large language models in healthcare: A review.

Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi

Artif. Intell. Medicine, 2024

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, Nicole Gravina, Jessica M. Ray, Erik C. Schmidt, Todd M. Manini, Parisa Rashidi

Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024

2023

Detecting Visual Cues in the Intensive Care Unit and Association with Patient Clinical Status.

Subhash Nerella, Ziyuan Guan, Andrea Davidson, Yuanfang Ren, Tezcan Baslanti, Brooke Armfield, Patrick James Tighe, Azra Bihorac, Parisa Rashidi

CoRR, 2023

Transformers in Healthcare: A Survey.

Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi

CoRR, 2023

Predicting risk of delirium from ambient noise and light information in the ICU.

Sabyasachi Bandyopadhyay, Ahna Cecil, Jessica Sena, Andrea Davidson, Ziyuan Guan, Subhash Nerella, Jiaqing Zhang, Kia Khezeli, Brooke Armfield, Azra Bihorac, Parisa Rashidi

CoRR, 2023

AI-Enhanced Intensive Care Unit: Revolutionizing Patient Care with Pervasive Sensing.

Subhash Nerella, Ziyuan Guan, Scott Siegel, Jiaqing Zhang, Kia Khezeli, Azra Bihorac, Parisa Rashidi

CoRR, 2023

2022

End-to-End Machine Learning Framework for Facial AU Detection in Intensive Care Units.

Subhash Nerella, Kia Khezeli, Andrea Davidson, Patrick James Tighe, Azra Bihorac, Parisa Rashidi

CoRR, 2022

Automatic Ultrasound Image Segmentation of Supraclavicular Nerve Using Dilated U-Net Deep Learning Architecture.

Mizuki Miyatake, Subhash Nerella, David Simpson, Natalia Pawlowicz, Sarah Stern, Patrick James Tighe, Parisa Rashidi

CoRR, 2022

2021

Pain Action Unit Detection in Critically Ill Patients.

Subhash Nerella, Julie Cupka, Matthew Ruppert, Patrick James Tighe, Azra Bihorac, Parisa Rashidi

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

2020

Facial Action Unit Detection on ICU Data for Pain Assessment.

Subhash Nerella, Azra Bihorac, Patrick James Tighe, Parisa Rashidi

CoRR, 2020

Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning.

Mamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini

Proceedings of the AMIA 2020, 2020