Bihorac, Azra

1. Dynamic Predictions of Postoperative Complications from Explainable, Uncertainty-Aware, and Multi-Task Deep Neural Networks
   2020/04/27 by Shickel, Benjamin, Loftus, Tyler J., Ruppert, Matthew +4 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Predicting risk of delirium from ambient noise and light information in the ICU
   2023/03/11 by Sabyasachi Bandyopadhyay, Bandyopadhyay, Sabyasachi, Ahna Cecil +19 · 1 citation
   Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Healthcare Technology and Patient Monitoring #I.2.1 #Intensive Care Unit Cognitive Disorders #J.3 #Machine Learning (cs.LG) #Optical Imaging and Spectroscopy Techniques
3. APRICOT-Mamba: Acuity Prediction in Intensive Care Unit (ICU): Development and Validation of a Stability, Transitions, and Life-Sustaining Therapies Prediction Model
   2023/11/03 by Miguel Á. Contreras, Brandon Silva, Contreras, Miguel +19 · 1 citation
   Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Healthcare Technology and Patient Monitoring #Sepsis Diagnosis and Treatment
4. Leveraging Computer Vision in the Intensive Care Unit (ICU) for Examining Visitation and Mobility
   2024/03/10 by Scott D. Siegel, Jiaqing Zhang, Siegel, Scott +13 · 1 citation
   Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intensive Care Unit Cognitive Disorders
5. Detecting Visual Cues in the Intensive Care Unit and Association with Patient Clinical Status
   2023/11/01 by Subhash Nerella, Nerella, Subhash, Ziyuan Guan +15 · 1 citation
   Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intensive Care Unit Cognitive Disorders
6. Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision
   2024/04/10 by Yingbo Ma, Ma, Yingbo, Suraj Kolla +25 · 1 citation
   Computer Science · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Medical Coding and Health Information
7. DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR
   2024/10/22 by Miguel Á. Contreras, Sumit Kapoor, Contreras, Miguel +17 · 1 citation
   Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning in Healthcare