Anesthesia Instrument Recognition System. - Scott Siegel; Agyeiwaa O. Agyei; Anis Davoudi; Patrick James Tighe; Parisa Rashidi (AMIA, 2017)

Autonomous Detection of Disruptions in the Intensive Care Unit Using Deep Mask R-CNN. - Kumar Rohit Malhotra; Anis Davoudi; Scott Siegel; Azra Bihorac; Parisa Rashidi (CVPR Workshops, 2018)

The Intelligent ICU Pilot Study: Using Artificial Intelligence Technology for Autonomous Patient Monitoring. - Anis Davoudi; Kumar Rohit Malhotra; Benjamin Shickel; Scott Siegel; Seth Williams; Matthew Ruppert; Emel Bihorac; Tezcan Ozrazgat-Baslanti; Patrick James Tighe; Azra Bihorac; Parisa Rashidi (CoRR, 2018)

Automatic Detection and Classification of Cognitive Distortions in Mental Health Text. - Benjamin Shickel; Scott Siegel; Martin Heesacker; Sherry Benton; Parisa Rashidi (BIBE, 2020)

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)

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)

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)

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)

NeuRL: A Standalone No-Code Web-Based Agent Environment to Explore Neural Networks and Reinforcement Learning. - Scott Siegel; Amanpreet Kapoor; Parisa Rashidi (SIGCSE (1), 2025)