Siavash Bolourani

A Machine Learning Prediction Model of Respiratory Failure Within 48 Hours of Patient Admission for COVID-19: Model Development and Validation

Siavash Bolourani, Max Brenner, Ping Wang et al. · Journal of Medical Internet Research · 2021 · 117 citations · Full text

External validation demonstrates limited clinical utility of the interpretable mortality prediction model for patients with COVID-19

Matthew A. Barish, Siavash Bolourani, Lawrence Lau et al. · Nature Machine Intelligence · 2020 · 63 citations · Full text

Prognostic Evaluation, External Validation, Disease Risk Assessment +8

Using machine learning to predict early readmission following esophagectomy

Siavash Bolourani, Mohammad A. Tayebi, Li Diao et al. · Journal of Thoracic and Cardiovascular Surgery · 2020 · 40 citations · Full text

Predictive Analytics, Patient Safety, Outcomes Research +6

Predicting respiratory failure after pulmonary lobectomy using machine learning techniques

Siavash Bolourani, Ping Wang, Vihas Patel et al. · Surgery · 2020 · 31 citations

Engineering, Machine Learning, Machine Learning Techniques +10

Peripherally Inserted Central Venous Catheter Safety in Burn Care

Ryan E Austin, Shahriar Shahrokhi, Siavash Bolourani et al. · Journal of Burn Care & Research · 2014 · 20 citations · Full text