Subhash Nerella

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Intensive Care Units

Ultrasound Image Segmentation

Top Venues

Artif. Intell. Medicine

Publications

Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi
Transformers and large language models in healthcare: A review. Artif. Intell. Medicine 154 (2024)
Scott Siegel, Jiaqing Zhang, Sabyasachi Bandyopadhyay, Subhash Nerella, Brandon Silva, Tezcan Baslanti, Azra Bihorac, Parisa Rashidi
Leveraging Computer Vision in the Intensive Care Unit (ICU) for Examining Visitation and Mobility. CoRR (2024)
Subhash Nerella, Ziyuan Guan, Andrea Davidson, Yuanfang Ren, Tezcan Baslanti, Brooke Armfield, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
Detecting Visual Cues in the Intensive Care Unit and Association with Patient Clinical Status. CoRR (2023)
Subhash Nerella, Ziyuan Guan, Scott Siegel, Jiaqing Zhang, Kia Khezeli, Azra Bihorac, Parisa Rashidi
AI-Enhanced Intensive Care Unit: Revolutionizing Patient Care with Pervasive Sensing. CoRR (2023)
Subhash Nerella, Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Contreras, Scott Siegel, Aysegul Bumin, Brandon Silva, Jessica Sena, Benjamin Shickel, Azra Bihorac, Kia Khezeli, Parisa Rashidi
Transformers in Healthcare: A Survey. CoRR (2023)
Sabyasachi Bandyopadhyay, Ahna Cecil, Jessica Sena, Andrea Davidson, Ziyuan Guan, Subhash Nerella, Jiaqing Zhang, Kia Khezeli, Brooke Armfield, Azra Bihorac, Parisa Rashidi
Predicting risk of delirium from ambient noise and light information in the ICU. CoRR (2023)
Subhash Nerella, Kia Khezeli, Andrea Davidson, Patrick James Tighe, Azra Bihorac, Parisa Rashidi
End-to-End Machine Learning Framework for Facial AU Detection in Intensive Care Units. CoRR (2022)
Mizuki Miyatake, Subhash Nerella, David Simpson, Natalia Pawlowicz, Sarah Stern, Patrick James Tighe, Parisa Rashidi
Automatic Ultrasound Image Segmentation of Supraclavicular Nerve Using Dilated U-Net Deep Learning Architecture. CoRR (2022)
Subhash Nerella, Julie Cupka, Matthew Ruppert, Patrick J. Tighe, Azra Bihorac, Parisa Rashidi
Pain Action Unit Detection in Critically Ill Patients. COMPSAC (2021)
Subhash Nerella, Azra Bihorac, Patrick J. Tighe, Parisa Rashidi
Facial Action Unit Detection on ICU Data for Pain Assessment. CoRR (2020)
Mamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning. AMIA (2020)
Mamoun T. Mardini, Subhash Nerella, Amal A. Wanigatunga, Santiago Saldana, Ramon Casanova, Todd M. Manini
Deep CHORES: Estimating Hallmark Measures of Physical Activity Using Deep Learning. CoRR (2020)