Arash Kia

7PUBLICATIONS
70CO-AUTHORS
Query processing and optimisationEpidemiological modellingDeep learningNutrigenomics and personalised nutritionData structures and algorithms
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Publications (7)

|Sep 05, 2025
Exploring Named Entity Recognition Potential and the Value of Tailored Natural Language Processing Pipelines for Radiology, Pathology, and Progress Notes in Clinical Decision Support: Quantitative Study.

Veysel Kocaman, Fu-Yuan Cheng, Julio Bonis

|Feb 26, 2025
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

|Aug 27, 2024
Traditional Machine Learning, Deep Learning, and BERT (Large Language Model) Approaches for Predicting Hospitalizations From Nurse Triage Notes: Comparative Evaluation of Resource Management.

Dhavalkumar Patel, Prem Timsina, Larisa Gorenstein

|Feb 13, 2024
Malnutrition risk assessment using a machine learning-based screening tool: A multicentre retrospective cohort.

Prathamesh Parchure, Melanie Besculides, Serena Zhan

|Oct 26, 2023
A Hybrid Decision Tree and Deep Learning Approach Combining Medical Imaging and Electronic Medical Records to Predict Intubation Among Hospitalized Patients With COVID-19: Algorithm Development and Validation.

Kim-Anh-Nhi Nguyen, Pranai Tandon, Sahar Ghanavati

|Jul 13, 2023
Implementing a Machine Learning Screening Tool for Malnutrition: Insights From Qualitative Research Applicable to Other Machine Learning-Based Clinical Decision Support Systems.

Melanie Besculides, Madhu Mazumdar, Sydney Phlegar

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Frequent Collaborators

5 joint publications

Robert M Freeman

4 joint publications

Matthew A Levin

4 joint publications

Prem Timsina

2 joint publications

Dhavalkumar Patel