Maryam Pishgar
Scholar

Maryam Pishgar

Google Scholar ID: lVMo2AUAAAAJ
Professor at University of Southern California
Process MiningDeep LearningHealthcare EngineeringMachine LearningText Analytics
Google Scholar↗
Citations & Impact
All-time
Citations
470
 
H-index
10
 
i10-index
10
 
Publications
20
 
Co-authors
11
list available
Contact
No contact links provided.
Publications
10 items
Aligning Language Models with Clinical Expertise: DPO for Heart Failure Nursing Documentation in Critical Care
2025
Cited
0
LLM Encoder vs. Decoder: Robust Detection of Chinese AI-Generated Text with LoRA
2025
Cited
0
Interpretable Machine Learning Model for Early Prediction of Acute Kidney Injury in Critically Ill Patients with Cirrhosis: A Retrospective Study
2025
Cited
0
Prediction of Significant Creatinine Elevation in First ICU Stays with Vancomycin Use: A retrospective study through Catboost
2025
Cited
0
Early Mortality Prediction in ICU Patients with Hypertensive Kidney Disease Using Interpretable Machine Learning
2025
Cited
0
Clinically Interpretable Mortality Prediction for ICU Patients with Diabetes and Atrial Fibrillation: A Machine Learning Approach
2025
Cited
0
Machine Learning-Based Model for Postoperative Stroke Prediction in Coronary Artery Disease
2025
Cited
0
Optimizing Urban Mobility Through Complex Network Analysis and Big Data from Smart Cards
2025
Cited
0
Resume (English only)
Co-authors
11 total
kamiar alaei
kamiar alaei
California State University
Negin Ashrafi
Negin Ashrafi
Graduate Student at University of Southern California
Co-author 3
Co-author 3
Greg Placencia
Greg Placencia
Associate Professor, California State Polytechnic University, Pomona
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Co-author 8
Co-author 8