Sensing Directionality in Tangential Haptic Stimulation. - Greg Placencia; Mansour Rahimi; Behrokh Khoshnevis (HCI (17), 2009)

Development of an Economical Haptic Stimulus Device. - Greg Placencia; Mansour Rahimi; Behrokh Khoshnevis (HCI (23), 2011)

Effects of distance and direction on tangential tactile perception of the index finger pad. - Greg Placencia; Mansour Rahimi; Behrokh Khoshnevis (Robotica, 2013)

Effect of a Process Mining based Pre-processing Step in Prediction of the Critical Health Outcomes. - Negin Ashrafi; Armin Abdollahi; Greg Placencia; Maryam Pishgar (CoRR, 2024)

Machine Learning-Based Prediction of ICU Readmissions in Intracerebral Hemorrhage Patients: Insights from the MIMIC Databases. - Shuheng Chen; Junyi Fan; Armin Abdollahi; Negin Ashrafi; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

A Novel Multi-Task Teacher-Student Architecture with Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction. - Houji Jin; Negin Ashrafi; Kamiar Alaei; Elham Pishgar; Greg Placencia; Maryam Pishgar (CoRR, 2025)

XGBoost-Based Prediction of ICU Mortality in Sepsis-Associated Acute Kidney Injury Patients Using MIMIC-IV Database with Validation from eICU Database. - Shuheng Chen; Junyi Fan; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Machine Learning-Based Model for Postoperative Stroke Prediction in Coronary Artery Disease. - Haonan Pan; Shuheng Chen; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia. - Junyi Fan; Shuheng Chen; Li Sun; Yong Si; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data. - Tinghuan Li; Shuheng Chen; Junyi Fan; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Clinically Interpretable Mortality Prediction for ICU Patients with Diabetes and Atrial Fibrillation: A Machine Learning Approach. - Li Sun; Shuheng Chen; Yong Si; Junyi Fan; Maryam Pishgar; Elham Pishgar; Kamiar Alaei; Greg Placencia (CoRR, 2025)

Early Mortality Prediction in ICU Patients with Hypertensive Kidney Disease Using Interpretable Machine Learning. - Yong Si; Junyi Fan; Li Sun; Shuheng Chen; Minoo Ahmadi; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Prediction of Significant Creatinine Elevation in First ICU Stays with Vancomycin Use: A retrospective study through Catboost. - Junyi Fan; Li Sun; Shuheng Chen; Yong Si; Minoo Ahmadi; Greg Placencia; Elham Pishgar; Kamiar Alaei; Maryam Pishgar (CoRR, 2025)

Optimized feature selection and advanced machine learning for stroke risk prediction in revascularized coronary artery disease patients. - Yong Si; Armin Abdollahi; Negin Ashrafi; Greg Placencia; Elham Pishgar; Kamiar Alaei; Maryam Pishgar (BMC Medical Informatics Decis. Mak., 2025)