Publications:30
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 CLINICAL PROFESSOR | Anesthesiology, Perioperative & Pain Medicine
Research Topics
Computational Neuroscience, Image Analysis, Mathematical Modeling of Biomedical Systems, Technology & Innovation, Translational Research
Multi-Disciplinary Training Areas
Artificial Intelligence and Emerging Technologies in Medicine [AIET], Neuroscience [NEU]
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MD, Iran University of Medical Sciences
M.Sc., University of Western Ontario
Publications
Selected Publications
- Alzheimer's Imaging Consortium. Carolyn W. Zhu, Nadia Ramsingh, Sunghye Cho, Arash Kia, Naomi Nevler, Truda Silberstein, Faye Sheppard, Judith A. Neugroschl, Jimmy Akrivos, Maria Loizos, Margaret Sewell, Carmen Gonzalez-Recober, Yoon Duk Kim, Daria Birju, Michal S. Beeri, Cheryl M. Corcoran, Mark Y. Liberman, Mary Sano, Laili Soleimani. Alzheimer's and Dementia
- Biomarkers. Carolyn W. Zhu, Nadia Ramsingh, Sunghye Cho, Arash Kia, Naomi Nevler, Truda Silberstein, Faye Sheppard, Judith A. Neugroschl, Jimmy Akrivos, Maria Loizos, Margaret Sewell, Carmen Gonzalez-Recober, Yoon Duk Kim, Daria Birju, Michal S. Beeri, Cheryl M. Corcoran, Mark Y. Liberman, Mary Sano, Laili Soleimani. Alzheimer's and Dementia
- Identifying Bias at Scale in Clinical Notes Using Large Language Models. Donald U. Apakama, Kim Anh Nhi Nguyen, Daphnee Hyppolite, Shelly Soffer, Aya Mudrik, Emilia Ling, Akini Moses, Ivanka Temnycky, Allison Glasser, Rebecca Anderson, Prathamesh Parchure, Evajoyce Woullard, Masoud Edalati, Lili Chan, Clair Kronk, Robert Freeman, Arash Kia, Prem Timsina, Matthew A. Levin, Rohan Khera, Patricia Kovatch, Alexander W. Charney, Brendan G. Carr, Lynne D. Richardson, Carol R. Horowitz, Eyal Klang, Girish N. Nadkarni. Mayo Clinic Proceedings: Digital Health
Industry Relationships
Physicians and scientists on the faculty of the Icahn School of Medicine at Mount Sinai often interact with pharmaceutical, device, biotechnology companies, and other outside entities to improve patient care, develop new therapies and achieve scientific breakthroughs. In order to promote an ethical and transparent environment for conducting research, providing clinical care and teaching, Mount Sinai requires that salaried faculty inform the School of their outside financial relationships.
Dr. Kia has not yet completed reporting of industry relationships or has no industry relationships to report.
Mount Sinai’s faculty policies relating to faculty collaboration with industry are posted on our website. Patients may wish to ask their physician about the activities they perform for companies.