Bernard Hernandez

According to our database, Bernard Hernandez authored at least 8 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Mapping patient pathways and understanding clinical decision-making in dengue management to inform the development of digital health tools.

Quang Huy Nguyen, Damien K. Ming, An Phuoc Luu, Ho Q. Chanh, Dong Thi Hoai Tam, Nguyen Thanh Truong, Vo Xuan Huy, Bernard Hernandez, Jennifer Ilo Van Nuil, Chris Paton, Pantelis Georgiou, Nguyet Minh Nguyen, Alison H. Holmes, Phan Vinh Tho, Sophie Yacoub

BMC Medical Informatics Decis. Mak., December, 2023

Learning meaningful latent space representations for patient risk stratification: Model development and validation for dengue and other acute febrile illness.

Bernard Hernandez, Oliver Stiff, Damien K. Ming, Ho Q. Chanh, Nguyen L. Vuong, Nguyen M. Tuan, Chau Nguyen Van Vinh, Nguyet Minh Nguyen, Huy Nguyen Quang, Lam Phung Khanh, Dong Thi Hoai Tam, Trung Dinh The, Trung-Truc Huynh-Le, Bridget Wills, Cameron P. Simmons, Alison H. Holmes, Sophie Yacoub, Pantelis Georgiou

Frontiers Digit. Health, March, 2023

2022

The Diagnosis of Dengue in Patients Presenting With Acute Febrile Illness Using Supervised Machine Learning and Impact of Seasonality.

Damien K. Ming, Nguyen M. Tuan, Bernard Hernandez, Sorawat Sangkaew, Nguyen L. Vuong, Ho Q. Chanh, Nguyen V. V. Chau, Cameron P. Simmons, Bridget Wills, Pantelis Georgiou, Alison H. Holmes, Sophie Yacoub

Frontiers Digit. Health, 2022

Machine learning and synthetic outcome estimation for individualised antimicrobial cessation.

William J. Bolton, Timothy M. Rawson, Bernard Hernandez, Richard Wilson, David Antcliffe, Pantelis Georgiou, Alison H. Holmes

Frontiers Digit. Health, 2022

2020

Predicting Quality of Overnight Glycaemic Control in Type 1 Diabetes Using Binary Classifiers.

Amparo Güemes, Giacomo Cappon, Bernard Hernandez, Monika Reddy, Nick Oliver, Pantelis Georgiou, Pau Herrero

IEEE J. Biomed. Health Informatics, 2020

2017

Supervised learning for infection risk inference using pathology data.

Bernard Hernandez, Pau Herrero, Timothy M. Rawson, Luke S. P. Moore, Benjamin Evans, Christofer Toumazou, Alison H. Holmes, Pantelis Georgiou

BMC Medical Informatics Decis. Mak., 2017

Data-driven Web-based Intelligent Decision Support System for Infection Management at Point-Of-Care: Case-Based Reasoning Benefits and Limitations.

Bernard Hernandez, Pau Herrero, Timothy M. Rawson, Luke S. P. Moore, Esmita Charani, Alison H. Holmes, Pantelis Georgiou

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016

Live demonstrator: Challenging the Bio-inspired Artificial Pancreas with a mixed-meal model library.

Pau Herrero, Mohamed Fayez El-Sharkawy, Peter Pesl, Bernard Hernandez, Lorraine Choi, Osama M. Awara, Yu Lee, Jian Lim, Mohamed M. Yusof, Aaron Sheah, Liyangyi Yu, Pantelis Georgiou

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016