Greg Placencia

15 papers Journal 13Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Novel Multi-Task Teacher-Student Architecture With Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction.
IEEE J. Biomed. Health Informatics
Houji Jin, Negin Ashrafi, Kamiar Alaei, Elham Pishgar, Greg Placencia, Maryam Pishgar
2025 J jnl
A Novel Multi-Task Teacher-Student Architecture with Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction.
CoRR
Houji Jin, Negin Ashrafi, Kamiar Alaei, Elham Pishgar, Greg Placencia, Maryam Pishgar
2025 J jnl
Clinically Interpretable Mortality Prediction for ICU Patients with Diabetes and Atrial Fibrillation: A Machine Learning Approach.
CoRR
Li Sun, Shuheng Chen, Yong Si, Junyi Fan, Maryam Pishgar, Elham Pishgar, Kamiar Alaei, Greg Placencia
2025 J jnl
Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia.
CoRR
Junyi Fan, Shuheng Chen, Li Sun, Yong Si, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar
2025 J jnl
Early Mortality Prediction in ICU Patients with Hypertensive Kidney Disease Using Interpretable Machine Learning.
CoRR
Yong Si, Junyi Fan, Li Sun, Shuheng Chen, Minoo Ahmadi, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar
2025 J jnl
Machine Learning-Based Model for Postoperative Stroke Prediction in Coronary Artery Disease.
CoRR
Haonan Pan, Shuheng Chen, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar
2025 J jnl
Machine Learning-Based Prediction of ICU Readmissions in Intracerebral Hemorrhage Patients: Insights from the MIMIC Databases.
CoRR
Shuheng Chen, Junyi Fan, Armin Abdollahi, Negin Ashrafi, Kamiar Alaei, Greg Placencia, Maryam Pishgar
2025 J jnl
Optimized feature selection and advanced machine learning for stroke risk prediction in revascularized coronary artery disease patients.
BMC Medical Informatics Decis. Mak.
Yong Si, Armin Abdollahi, Negin Ashrafi, Greg Placencia, Elham Pishgar, Kamiar Alaei, Maryam Pishgar
2025 J jnl
Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data.
CoRR
Tinghuan Li, Shuheng Chen, Junyi Fan, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar
2025 J jnl
Prediction of Significant Creatinine Elevation in First ICU Stays with Vancomycin Use: A retrospective study through Catboost.
CoRR
Junyi Fan, Li Sun, Shuheng Chen, Yong Si, Minoo Ahmadi, Greg Placencia, Elham Pishgar, Kamiar Alaei, Maryam Pishgar
2025 J jnl
XGBoost-Based Prediction of ICU Mortality in Sepsis-Associated Acute Kidney Injury Patients Using MIMIC-IV Database with Validation from eICU Database.
CoRR
Shuheng Chen, Junyi Fan, Elham Pishgar, Kamiar Alaei, Greg Placencia, Maryam Pishgar
2024 J jnl
Effect of a Process Mining based Pre-processing Step in Prediction of the Critical Health Outcomes.
CoRR
Negin Ashrafi, Armin Abdollahi, Greg Placencia, Maryam Pishgar
2013 J jnl
Effects of distance and direction on tangential tactile perception of the index finger pad.
Robotica
Greg Placencia, Mansour Rahimi, Behrokh Khoshnevis
2011 — conf
Development of an Economical Haptic Stimulus Device.
HCI (23)
Greg Placencia, Mansour Rahimi, Behrokh Khoshnevis
2009 — conf
Sensing Directionality in Tangential Haptic Stimulation.
HCI (17)
Greg Placencia, Mansour Rahimi, Behrokh Khoshnevis