conferences

conference publications grouped by year.

2024

  1. ECCMID
    Predicting antimicrobial resistance in Gram-negative bacterial bloodstream infections through evaluation of dynamic host responses and deep learning
    In European Congress of Clinical Microbiology and Infectious Diseases Apr 2024
    PDF Poster

2023

  1. ECCMID
    Machine learning based white blood count estimation for individualised antimicrobial cessation
    William Bolton, Bernard Hernandez, Richard Wilson, and 4 more authors
    In European Congress of Clinical Microbiology and Infectious Diseases Apr 2023
    PDF

2022

  1. ICID
    A human-centred design approach towards development of a digital clinical decision-support system for management of hospitalised patients with dengue
    Bernard Hernandez, Damien K Ming, Chanh Ho Quang, and 15 more authors
    In International Conference on Infectious Diseases Nov 2022
    HTML PDF Poster
  2. ICID
    A prospective clinical study on the use of a non-invasive wearable device and neural network models for patients with dengue
    Stefan Karolcik, Vasileos Manginas, Ho Quang Chanh, and 12 more authors
    In International Conference on Infectious Diseases Nov 2022
    HTML PDF
  3. ASTMH
    The development of a machine learning-driven clinical decision support tool for the management of dengue in Vietnam
    Damien K. Ming, Bernard Hernandez, Huy NQ, and 9 more authors
    In American Society of Tropical Medicine and Hygiene 2022
    HTML PDF Poster
  4. ECCMID
    Learning a Meaningful Latent Space Representation for Patient Risk Stratification: Model Development and Validation for Dengue
    Bernard Hernandez, Oliver Stiff, Damien K. Ming, and 15 more authors
    In European Congress of Clinical Microbiology and Infectious Diseases 2022
    PDF Supp Slides
  5. ECCMID
    A natural language processing system for characterisation of radiology text reports
    George Zhao, Yuting Xing, Bernard Hernandez, and 5 more authors
    In European Congress of Clinical Microbiology and Infectious Diseases 2022
    HTML PDF Supp
  6. ECCMID
    A machine learning approach to dengue diagnosis and the impact of seasonality in patients presenting with an acute febrile illness in ho chi minh city, vietnam
    Damien K. Ming, Bernard Hernandez, Sorawat Sangkaew, and 8 more authors
    In European Congress of Clinical Microbiology and Infectious Diseases 2022
    PDF Supp
  7. ECCMID
    Predicting mortality and length of stay outcomes for individual patients receiving antibiotics using a recurrent neural network
    William Bolton, Bernard Hernandez, Timothy M Rawson, and 3 more authors
    In European Congress of Clinical Microbiology and Infectious Diseases 2022
    PDF Supp Slides
  8. ECCMID
    Recognising the inherent diversity in patients with infections and the challenge of fairness in AI systems
    William Bolton, Timothy M Rawson, Richard Wilson, and 3 more authors
    In European Congress of Clinical Microbiology and Infectious Diseases 2022
    PDF Supp Slides

2020

  1. WOHC
    How AI can help with antibiotic decision-making in hospitals?
    Bernard Hernandez
    World One Health Congress 2020
    Supp Slides

2018

  1. ICID
    Enhancing antimicrobial surveillance: an automated, dynamic and interactive approach
    Bernard Hernandez, Pau Herrero, TM Rawson, and 4 more authors
    International Journal of Infectious Diseases 2018
    HTML PDF
  2. ECCMID
    Supervised machine learning for the prediction of bacteremia using routinely collected blood science data
    Timothy M. Rawson, Bernard Hernandez, Oliver Blandy, and 6 more authors
    In European Congress of Clinical Microbiology and Infectious Diseases 2018
    PDF
  3. ECCMID
    Case-based reasoning for individualized antimicrobial selection: can intelligent decision support improve antimicrobial management?
    Timothy M. Rawson, Bernard Hernandez, Oliver Blandy, and 7 more authors
    In European Congress of Clinical Microbiology and Infectious Diseases 2018
    PDF
  4. ECCMID
    Patient engagement with antimicrobial decision making in secondary care: a co-designed pilot intervention
    Timothy M. Rawson, Luke S. P. Moore, Enrique Castro-Sanchez, and 8 more authors
    In European Congress of Clinical Microbiology and Infectious Diseases 2018
    PDF

2017

  1. ECCMID
    Patient centred interventions to promote citizen engagement with infection related decision making
    Timothy M. Rawson, Bernard Hernandez, Luke S. P. Moore, and 5 more authors
    In European Congress of Clinical Microbiology and Infectious Diseases 2017
    PDF Poster
  2. ECCMID
    Clinical decision support systems for antimicrobial management: a systematic review of interventions in primary and secondary care
    Timothy M. Rawson, Luke S. P. Moore, Bernard Hernandez, and 7 more authors
    In European Congress of Clinical Microbiology and Infectious Diseases 2017
    PDF Poster
  3. ECCMID
    Mapping decision pathways for acute infection management in uk secondary care: a qualitative study
    Timothy M. Rawson, Esmita Charani, Luke S. P. Moore, and 5 more authors
    In European Congress of Clinical Microbiology and Infectious Diseases 2017
    PDF Poster
  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 HEALTHINF Jun 2017
    Bib PDF Slides

2016

  1. ICID
    Missed opportunities for shared decision making in antimicrobial stewardship: The potential consequences of a lack of patient engagement in secondary care
    Timothy M. Rawson, Luke S. P. Moore, Bernard Hernandez, and 4 more authors
    In International Journal of Infectious Diseases 2016
    HTML
  2. EMBRACE
    Point-of-care intelligent decision support system for antimicrobial prescribing in the intensive care unit
    Bernard Hernandez, Pau Herrero, Luke S. P. Moore, and 3 more authors
    In EMBRACE Conference on Multidisciplinary Approaches to Antimicrobial Resistance 2016
    PDF Poster
  3. IEEE ISCAS
    Live demonstrator: Challenging the Bio-inspired Artificial Pancreas with a mixed-meal model library
    Pau Herrero, Mohamed El-Sharkawy, Peter Pesl, and 9 more authors
    In 2016 IEEE International Symposium on Circuits and Systems (ISCAS) 2016
    HTML PDF Code

2015

  1. FIS
    Patient and public engagement in antimicrobial stewardship: a stakeholder analysis of share decision making during infection management
    Timothy M. Rawson, Luke S. P. Moore, Bernard Hernandez, and 4 more authors
    In Federation of Infection Society 2015

2014

  1. BIOMEC
    Case-Based Reasoning for Antimicrobial Prescribing Decision Support: A Solution for Critical Care?
    Luke S. P. Moore, Esmita Charani, Pau Herrero, and 3 more authors
    In Medical Engineering Centres Annual Meeting & Bioengineering 2014
    PDF
  2. PyDATA
    Introduction to Action Recognition in Python
    Bertrand Nouvel, Jonathan Kelsey, and Bernard Hernandez
    In PyData 2014
    HTML Supp Slides