Houshang Darabi - Publications, H-index & Citations

Houshang Darabi

University of Illinois System

24H指数

128论文数

8.1K被引数

收录论文 23

发表时间

Using a Neural Network Architecture for the Prediction of Neurologic Outcome for Out-of-Hospital Cardiac Arrests Using Hospital Level Variables and Novel Physiologic Markers

BIOENGINEERING-BASEL

IF3.7

2025-01-29

OAAI

Razo, Martha; Kotini, Pavitra; Li, Jing; Khosla, Shaveta; Buhimschi, Irina A.; Vanden Hoek, Terry; Del Rios, Marina; Darabi, Houshang

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

BIOENGINEERING-BASEL

IF3.7

2024-11-30

OAAI

Razo, Martha; Pishgar, Maryam; Galanter, William; Darabi, Houshang

Adjacency Matrix Deep Learning Prediction Model for Prognosis of the Next Event in a Process

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Razo, Martha; Darabi, Houshang

Utilizing community level factors to improve prediction of out of hospital cardiac arrest outcome using machine learning

RESUSCITATION

IF4.6

2022-09-01

OAAI

Harford, Sam; Darabi, Houshang; Heinert, Sara; Weber, Joseph; Campbell, Teri; Kotini-Shah, Pavitra; Markul, Eddie; Tataris, Katie; Vanden Hoek, Terry; Del Rios, Marina

A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID-19 patients

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2022-07-25

OAAI

Pishgar, 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.

Prediction of unplanned 30-day readmission for ICU patients with heart failure

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2022-05-02

OAAI

Pishgar, M.; Theis, J.; Del Rios, M.; Ardati, A.; Anahideh, H.; Darabi, H.

A machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflow 一种用于在院外心脏骤停护理工作流程中建模决策的机器学习方法

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2022-01-25

OAAI

Harford, Samuel; Del Rios, Marina; Heinert, Sara; Weber, Joseph; Markul, Eddie; Tataris, Katie; Campbell, Teri; Vanden Hoek, Terry; Darabi, Houshang

Improving Process Discovery Algorithms Using Event Concatenation

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Pishgar, Maryam; Razo, Martha; Darabi, Houshang

Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2022-01-01

OAAI

Theis, Julian; Galanter, William L.; Boyd, Andrew D.; Darabi, Houshang

Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders 使用变分自动编码器在多变量时间序列上生成对抗样本

IEEE-CAA JOURNAL OF AUTOMATICA SINICA

IF19.2

2021-09-01

PREAI

Harford, Samuel; Karim, Fazle; Darabi, Houshang

Predicting Prolonged Hospitalization and Supplemental Oxygenation in Patients with COVID-19 Infection from Ambulatory Chest Radiographs using Deep Learning

ACADEMIC RADIOLOGY

IF3.9

2021-08-01

OAAI

Pyrros, Ayis; Flanders, Adam Eugene; Rodriguez-Fernandez, Jorge Mario; Chen, Andrew; Cole, Patrick; Wenzke, Daniel; Hart, Eric; Harford, Samuel; Horowitz, Jeanne; Nikolaidis, Paul; Muzaffar, Nadir; Boddipalli, Viveka; Nebhrajani, Jai; Siddiqui, Nasir; Willis, Melinda; Darabi, Houshang; Koyejo, Oluwasanmi; Galanter, William

Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2021-07-24

OAAI

Galanter, William; Rodriguez-Fernandez, Jorge Mario; Chow, Kevin; Harford, Samuel; Kochendorfer, Karl M.; Pishgar, Maryam; Theis, Julian; Zulueta, John; Darabi, Houshang

Adversarial System Variant Approximation to Quantify Process Model Generalization

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Theis, Julian; Darabi, Houshang

Guest Editorial for Special Issue on Time Series Classification

IEEE-CAA JOURNAL OF AUTOMATICA SINICA

IF19.2

2019-11-01

OAAI

Darabi, Houshang; Ifrim, Georgiana; Schafer, Patrick; Silva, Diego Furtado