Samuel Harford - Publications, H-index & Citations

Samuel Harford

University of Illinois Urbana-Champaign

9H指数

29论文数

1.3K被引数

收录论文 8

发表时间

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.

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

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

Multivariate LSTM-FCNs for time series classification

NEURAL NETWORKS

IF6.3

2019-08-01

660

OAAI

Karim, Fazle; Majumdar, Somshubra; Darabi, Houshang; Harford, Samuel

A machine learning based model for Out of Hospital cardiac arrest outcome classification and sensitivity analysis 基于机器学习的院外心脏骤停结果分类和敏感性分析模型

RESUSCITATION

IF4.6

2019-05-01

PREAI