Arash Kia

Biases in Artificial Intelligence Application in Pain Medicine

2025 · 15 Zit. · Journal of Pain Research

Real-Time Machine Learning Alerts to Prevent Escalation of Care: A Nonrandomized Clustered Pragmatic Clinical Trial*

2024 · 14 Zit. · Critical Care Medicine

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

2023 · 14 Zit. · JMIR Formative Research

Fairness in Predicting Cancer Mortality Across Racial Subgroups

2024 · 12 Zit. · JAMA Network Open

Implementing a Machine Learning Screening Tool for Malnutrition: Insights From Qualitative Research Applicable to Other Machine Learning–Based Clinical Decision Support Systems

2023 · 10 Zit. · JMIR Formative Research

A Machine Learning Model Enhances Prediction of Discharge for Surgical Patients

2020 · 8 Zit. · Journal of the American College of Surgeons

Machine Learning‐Based Flap Takeback Prediction Modeling: Theory for a Real‐Time, Patient‐Specific Postoperative Flap Monitoring and Alert System

2025 · 1 Zit. · Microsurgery

Human-centered design to improve clinical decision support systems (CDSS) to engage in serious illness communication (SIC) with patients with cancer in a gastrointestinal oncology clinic.

2022 · 1 Zit. · Journal of Clinical Oncology

Implementing clinical decision support for oncology advanced care planning: A systems engineering framework to optimize the usability and utility of a machine learning predictive model in clinical practice.

2021 · 0 Zit. · Journal of Clinical Oncology

Implementing a Machine Learning Screening Tool for Malnutrition: Insights From Qualitative Research Applicable to Other Machine Learning–Based Clinical Decision Support Systems (Preprint)

2022 · 0 Zit.

An Evaluation and Dissemination Model for the Machine Learning Embedded System Lifecycle in Clinical Practice Settings

2021 · 0 Zit.