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M

Maryam Pishgar

university of southern california

11H指数
73论文数
434被引数
收录论文 12
发表时间
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Development of Machine Learning Models to Predict 28-Day Mortality in Patients with Sepsis-Associated Liver Injury基于机器学习模型预测脓毒症相关肝损伤患者28天死亡率的开发
errBioMedInformatics
IF0
err2026-01-13
err0
errOAAI
errLi, Yupeng; Fan, Junyi; Alaei, Kamiar; Pishgar, Maryam
err分享
err收藏
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
err分享
err收藏
A Novel Multi-Task Teacher-Student Architecture With Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction一种新颖的多任务教师-学生架构，结合自监督预训练，用于脓毒症死亡率预测中的48小时血管活性-变力趋势分析
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
err分享
err收藏
Advanced predictive modeling for enhanced mortality prediction in ICU stroke patients using clinical data基于临床数据的高级预测建模，用于提高ICU卒中患者的死亡预测。
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
err分享
err收藏
Enhanced prediction of ventilator-associated pneumonia in patients with traumatic brain injury using advanced machine learning techniques使用先进的机器学习技术增强对创伤性脑损伤患者呼吸机相关性肺炎的预测
errSCIENTIFIC REPORTS
IF3.9
err2025-04-02
err0
errOAAI
errAshrafi, Negin; Abdollahi, Armin; Alaei, Kamiar; Pishgar, Maryam
err分享
err收藏
Deep-Learning Model for Mortality Prediction of ICU Patients with Paralytic Ileus深度学习模型预测ICU麻痹性肠梗阻患者死亡率
errBIOENGINEERING-BASEL
IF3.7
err2024-11-30
err0
errOAAI
errRazo, Martha; Pishgar, Maryam; Galanter, William; Darabi, Houshang
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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.
err分享
err收藏
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.
err分享
err收藏
Improving Process Discovery Algorithms Using Event Concatenation
errIEEE ACCESS
IF3.6
err2022-01-01
err2
errOAAI
errPishgar, Maryam; Razo, Martha; Darabi, Houshang
err分享
err收藏
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
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
W
William Galanter
H 指数: 27 · 论文数: 130
S
Shu‐Heng Chen
H 指数: 27 · 论文数: 500
H
Houshang Darabi
H 指数: 24 · 论文数: 128
M
Marina Del Rios
H 指数: 24 · 论文数: 137
L
Lelia H. Chaisson
H 指数: 23 · 论文数: 61
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