Bernard Hernandez

selected publications

1. Frontiers DH

   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, and 16 more authors

   Frontiers in Digital Health Feb 2023

   Bib HTML PDF Code

   @article{10.3389/fdgth.2023.1057467,
     author = {Hernandez, Bernard and Stiff, Oliver and Ming, Damien K. and Ho Quang, Chanh and Nguyen Lam, Vuong and Nguyen Minh, Tuan and Nguyen Van Vinh, Chau and Nguyen Minh, Nguyet and Nguyen Quang, Huy and Phung Khanh, Lam and Dong Thi Hoai, Tam and Dinh The, Trung and Huynh Trung, Trieu and Wills, Bridget and Simmons, Cameron P. and Holmes, Alison H. and Yacoub, Sophie and Georgiou, Pantelis and Consortium, VITAL},
     title = {Learning meaningful latent space representations for patient risk stratification: Model development and validation for dengue and other acute febrile illness},
     journal = {Frontiers in Digital Health},
     volume = {5},
     month = feb,
     year = {2023},
     doi = {10.3389/fdgth.2023.1057467},
     issn = {2673-253X},
     url = {https://www.frontiersin.org/articles/10.3389/fdgth.2023.1057467},
     dimensions = {true}
   }

2. Antibiotics

   Resistance Trend Estimation Using Regression Analysis to Enhance Antimicrobial Surveillance: A Multi-Centre Study in London 2009–2016

   Bernard Hernandez, Pau Herrero-Viñas, Timothy M Rawson, and 3 more authors

   Antibiotics Oct 2021

   Bib HTML PDF

   @article{hernandez2021resistance,
     title = {Resistance Trend Estimation Using Regression Analysis to Enhance Antimicrobial Surveillance: A Multi-Centre Study in London 2009--2016},
     author = {Hernandez, Bernard and Herrero-Vi{\~n}as, Pau and Rawson, Timothy M and Moore, Luke SP and Holmes, Alison H and Georgiou, Pantelis},
     journal = {Antibiotics},
     volume = {10},
     number = {10},
     pages = {1267},
     year = {2021},
     month = oct,
     publisher = {MDPI},
     doi = {10.3390/antibiotics10101267},
     url = {},
   }

3. BMC MIDM

   Supervised learning for infection risk inference using pathology data

   Bernard Hernandez, Pau Herrero, Timothy Miles Rawson, and 5 more authors

   BMC medical informatics and decision making Dec 2017

   Bib HTML PDF

   @article{hernandez2017supervised,
     title = {Supervised learning for infection risk inference using pathology data},
     author = {Hernandez, Bernard and Herrero, Pau and Rawson, Timothy Miles and Moore, Luke SP and Evans, Benjamin and Toumazou, Christofer and Holmes, Alison H and Georgiou, Pantelis},
     journal = {BMC medical informatics and decision making},
     volume = {17},
     number = {1},
     pages = {1--12},
     year = {2017},
     month = dec,
     publisher = {Springer},
     doi = {10.1186/s12911-017-0550-1},
     url = {},
   }

4. HEALTHINF

   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, and 4 more authors

   In International Conference on Health Informatics Jun 2017

   Bib PDF

   @inproceedings{hernandez2017data,
     title = {Data-driven Web-based Intelligent Decision Support System for Infection Management at Point-Of-Care: Case-Based Reasoning Benefits and Limitations.},
     author = {Hernandez, Bernard and Herrero, Pau and Rawson, Timothy M and Moore, Luke SP and Charani, Esmita and Holmes, Alison H and Georgiou, Pantelis},
     booktitle = {International Conference on Health Informatics},
     pages = {119--127},
     year = {2017},
     month = jun,
     isbn = {},
   }