Oscar Perez‐Concha - Publications, H-index & Citations

Oscar Perez‐Concha

universidad de alcala

17H指数

79论文数

905被引数

收录论文 17

发表时间

Enriching Data Science and Health Care Education: Application and Impact of Synthetic Data Sets Through the Health Gym Project

medical education

IF3.2

2024-01-16

OAAI

Kuo, Nicholas I-Hsien; Perez-Concha, Oscar; Hanly, Mark; Mnatzaganian, Emmanuel; Hao, Brandon; Di Sipio, Marcus; Yu, Guolin; Vanjara, Jash; Valerie, Ivy Cerelia; Costa, Juliana de Oliveira; Churches, Timothy; Lujic, Sanja; Hegarty, Jo; Jorm, Louisa; Barbieri, Sebastiano

Automated ICD coding using extreme multi-label long text transformer-based models

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2023-10-01

OAAI

Liu, Leibo; Perez-Concha, Oscar; Nguyen, Anthony; Bennett, Vicki; Jorm, Louisa

Continuous time recurrent neural networks: Overview and benchmarking at forecasting blood glucose in the intensive care unit

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2023-10-01

OAAI

Fitzgerald, Oisin; Perez-Concha, Oscar; Gallego-Luxan, Blanca; Metke-Jimenez, Alejandro; Rudd, Lachlan; Jorm, Louisa

The relationship between hyperglycaemia on admission and patient outcome is modified by hyperlactatemia and diabetic status: a retrospective analysis of the eICU collaborative research database

SCIENTIFIC REPORTS

IF3.9

2023-09-21

OAAI

Fitzgerald, Oisin; Perez-Concha, Oscar; Gallego-Luxan, Blanca; Rudd, Lachlan; Jorm, Louisa

De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2022-11-01

OAAI

Liu, Leibo; Perez-Concha, Oscar; Nguyen, Anthony; Bennett, Vicki; Jorm, Louisa

Hierarchical label-wise attention transformer model for explainable ICD coding 可解释ICD编码的分层标签注意力变换器模型

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2022-09-01

OAAI

Liu, Leibo; Perez-Concha, Oscar; Nguyen, Anthony; Bennett, Vicki; Jorm, Louisa

A Machine Learning Approach to Predict the Added-Sugar Content of Packaged Foods

JOURNAL OF NUTRITION

IF3.8

2022-01-01

OAAI

Davies, Tazman; Louie, Jimmy Chun Yu; Ndanuko, Rhoda; Barbieri, Sebastiano; Perez-Concha, Oscar; Wu, Jason H. Y.

A Waypoint Tracking Controller for Autonomous Road Vehicles Using ROS Framework

SENSORS

IF3.5

2020-07-21

OAAI

Gutierrez, Rodrigo; Lopez-Guillen, Elena; Bergasa, Luis M.; Barea, Rafael; Perez, Oscar; Gomez-Huelamo, Carlos; Arango, Felipe; del Egido, Javier; Lopez-Fernandez, Joaquin

Benchmarking Deep Learning Architectures for Predicting Readmission to the ICU and Describing Patients-at-Risk

SCIENTIFIC REPORTS

IF3.9

2020-01-24

OAAI

Barbieri, Sebastiano; Kemp, James; Perez-Concha, Oscar; Kotwal, Sradha; Gallagher, Martin; Ritchie, Angus; Jorm, Louisa

Predicting 7-day, 30-day and 60-day all-cause unplanned readmission: a case study of a Sydney hospital

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2018-01-04

OAAI

Maali, Yashar; Perez-Concha, Oscar; Coiera, Enrico; Roffe, David; Day, Richard O.; Gallego, Blanca