
Mirhadi Arash Kia, MD
About Me
Arash Kia M.D. , M.Sc. is an assistant professor in the Department of Anesthesiology, Perioperative & Pain Medicine at Icahn School of Medicine at Mount Sinai and the director of Clinical Data Science at Mount Sinai Health System with strong passion for clinical innovation and translational research. He earned his MD from Iran university of Medical Sciences and his M.Sc. in Computational Neuroscience from Western University. The clinical data science team builds and operationalizes Machine Learning solutions to optimize clinical effectiveness and improve patient safety in different clinical service lines in MSHS.
His team developed and operationalized wide range of machine learning applications to stratify risk of clinical deterioration , delirium, ICU transfer, aggression, and metastasis in different clinical settings. His Research interests lie at the intersection of Peri-operative/Pain Medicine , EMR Data Processing, Multi-modality deep learning including image classification (PyTorch and TensorFlow), natural language processing (NLP) and waveform classification(PyTorch), and clinical implementation of artificial intelligence technologies.
Research Interests: EMR Data Processing , Machine Learning , NLP , Medical Image Classification
Language
English
Position
ASSISTANT PROFESSOR | Anesthesiology, Perioperative & Pain Medicine
Education
MD, Iran University of Medical Sciences
MSc, University of Western Ontario
Publications
Selected Publications
- Machine Learning Multimodal Model for Delirium Risk Stratification. Joseph I. Friedman, Prathamesh Parchure, Fu Yuan Cheng, Weijia Fu, Satyanarayana Cheertirala, Prem Timsina, Ganesh Raut, Katherine Reina, Josiane Joseph-Jimerson, Madhu Mazumdar, Robert Freeman, David L. Reich, Arash Kia. JAMA network open
- Electronic-Medical-Record-Driven Machine Learning Predictive Model for Hospital-Acquired Pressure Injuries: Development and External Validation. Kim Anh Nhi Nguyen, Dhavalkumar Patel, Masoud Edalati, Maria Sevillano, Prem Timsina, Robert Freeman, Matthew A. Levin, David L. Reich, Arash Kia. Journal of Clinical Medicine
- Biases in Artificial Intelligence Application in Pain Medicine. Oranicha Jumreornvong, Aliza M. Perez, Brian Malave, Fatimah Mozawalla, Arash Kia, Chinwe A. Nwaneshiudu. Journal of Pain Research