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M

Maryam Pishgar

university of southern california

11H-index
73Paper Count
434Citation Count
Published Papers 12
Publication Date
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Development of Machine Learning Models to Predict 28-Day Mortality in Patients with Sepsis-Associated Liver Injury
errBioMedInformatics
IF0
err2026-01-13
err0
errOAAI
errLi, Yupeng; Fan, Junyi; Alaei, Kamiar; Pishgar, Maryam
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Development and Validation of a CatBoost-Based Model for Predicting Significant Creatinine Elevation in ICU Patients Receiving Vancomycin Therapy
errBioMedInformatics
IF0
err2025-12-10
err1
errOAAI
errFan, Junyi; Sun, Li; Chen, Shuheng; Si, Yong; Ahmadi, Minoo; Pishgar, Maryam
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errSave
A Novel Multi-Task Teacher-Student Architecture With Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-09-16
err0
errOAAI
errHouji Jin; Negin Ashrafi; Kamiar Alaei; Elham Pishgar; Greg Placencia; Maryam Pishgar
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errSave
Advanced predictive modeling for enhanced mortality prediction in ICU stroke patients using clinical data
errPLOS ONE
IF2.6
err2025-05-28
err0
errOAAI
errAbdollahi, Armin; Ashrafi, Negin; Ma, Xinghong; Zhang, Jiahao; Wu, Daijia; Wu, Tongshou; Ye, Zizheng; Pishgar, Maryam
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errSave
Enhanced prediction of ventilator-associated pneumonia in patients with traumatic brain injury using advanced machine learning techniques
errSCIENTIFIC REPORTS
IF3.9
err2025-04-02
err0
errOAAI
errAshrafi, Negin; Abdollahi, Armin; Alaei, Kamiar; Pishgar, Maryam
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errSave
Deep-Learning Model for Mortality Prediction of ICU Patients with Paralytic Ileus
errBIOENGINEERING-BASEL
IF3.7
err2024-11-30
err0
errOAAI
errRazo, Martha; Pishgar, Maryam; Galanter, William; Darabi, Houshang
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errSave
Prediction of sepsis mortality in ICU patients using machine learning methods
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2024-08-16
err4
errOAAI
errGao, Jiayi; Lu, Yuying; Ashrafi, Negin; Domingo, Ian; Alaei, Kamiar; Pishgar, Maryam
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errSave
Prediction of 30-day mortality for ICU patients with Sepsis-3
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2024-08-08
err2
errOAAI
errYu, Zhijiang; Ashrafi, Negin; Li, Hexin; Alaei, Kamiar; Pishgar, Maryam
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errSave
A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID-19 patients
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2022-07-25
err7
errOAAI
errPishgar, M.; Harford, S.; Theis, J.; Galanter, W.; Rodriguez-Fernandez, J. M.; Chaisson, L. H.; Zhang, Y.; Trotter, A.; Kochendorfer, K. M.; Boppana, A.; Darabi, H.
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errSave
Prediction of unplanned 30-day readmission for ICU patients with heart failure
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2022-05-02
err24
errOAAI
errPishgar, M.; Theis, J.; Del Rios, M.; Ardati, A.; Anahideh, H.; Darabi, H.
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errSave
Improving Process Discovery Algorithms Using Event Concatenation
errIEEE ACCESS
IF3.6
err2022-01-01
err2
errOAAI
errPishgar, Maryam; Razo, Martha; Darabi, Houshang
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errSave
Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2021-07-24
err13
errOAAI
errGalanter, William; Rodriguez-Fernandez, Jorge Mario; Chow, Kevin; Harford, Samuel; Kochendorfer, Karl M.; Pishgar, Maryam; Theis, Julian; Zulueta, John; Darabi, Houshang
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errSave

Research Directions

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Co-authors
Cooperation Journals
W
William Galanter
H-index: 27 · Papers: 130
S
Shu‐Heng Chen
H-index: 27 · Papers: 500
H
Houshang Darabi
H-index: 24 · Papers: 128
M
Marina Del Rios
H-index: 24 · Papers: 137
L
Lelia H. Chaisson
H-index: 23 · Papers: 61
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