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Bioengineering (Basel, Switzerland)|January 8, 2025
Deep-Learning Model for Mortality Prediction of ICU Patients with Paralytic IleusMartha Razo, Maryam Pishgar, William Galanter, et al.
Scientific Reports|April 2, 2025
Enhanced prediction of ventilator-associated pneumonia in patients with traumatic brain injury using advanced machine learning techniquesNegin Ashrafi, Armin Abdollahi, Kamiar Alaei, et al.
BMC Medical Informatics and Decision Making|August 8, 2024
Prediction of 30-day mortality for ICU patients with Sepsis-3Zhijiang Yu, Negin Ashrafi, Hexin Li, et al.
International Journal of Environmental Research and Public Health|July 2, 2021
REDECA: A Novel Framework to Review Artificial Intelligence and Its Applications in Occupational Safety and HealthMaryam Pishgar, Salah Fuad Issa, Margaret Sietsema, et al.
Plos One|September 4, 2024
A machine learning-based prediction of hospital mortality in mechanically ventilated ICU patientsHexin Li, Negin Ashrafi, Chris Kang, et al.
IEEE Journal of Biomedical and Health Informatics|September 16, 2025
A Novel Multi-Task Teacher-Student Architecture with Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality PredictionHouji Jin, Negin Ashrafi, Kamiar Alaei, et al.
BMC Medical Informatics and Decision Making|August 16, 2024
Prediction of sepsis mortality in ICU patients using machine learning methodsJiayi Gao, Yuying Lu, Negin Ashrafi, et al.
BMC Medical Informatics and Decision Making|July 24, 2025
Optimized feature selection and advanced machine learning for stroke risk prediction in revascularized coronary artery disease patientsYong Si, Armin Abdollahi, Negin Ashrafi, et al.
BMC Medical Informatics and Decision Making|July 25, 2021
Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published modelsWilliam Galanter, Jorge Mario Rodríguez-Fernández, Kevin Chow, et al.
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