Predictive modelling of transport decisions and resources optimisation in pre-hospital setting using machine learning techniques

• Hassan Farhat ,

  Roles Data curation, Formal analysis, Methodology, Software, Visualization, Writing – original draft

  * E-mail: Hfarhat1@hamad.qa

  Affiliations Ambulance Service, Hamad Medical Corporation, Doha, Qatar, Faculty of Sciences, University of Sfax, Sfax, Tunisia, Faculty of Medicine “Ibn El Jazzar”, University of Sousse, Sousse, Tunisia

  https://orcid.org/0000-0001-5448-9401

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• Ahmed Makhlouf,

  Roles Validation

  Affiliations Ambulance Service, Hamad Medical Corporation, Doha, Qatar, College of Engineering, Qatar University, Doha, Qatar

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• Padarath Gangaram,

  Roles Writing – review & editing

  Affiliation Faculty of Health Sciences, Durban University of Technology, Durban, South Africa

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• Kawther El Aifa,

  Roles Writing – review & editing

  Affiliation Ambulance Service, Hamad Medical Corporation, Doha, Qatar

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• Ian Howland,

  Roles Writing – review & editing

  Affiliation Ambulance Service, Hamad Medical Corporation, Doha, Qatar

  https://orcid.org/0000-0002-3462-7026

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• Fatma Babay Ep Rekik,

  Roles Writing – review & editing

  Affiliation Ambulance Service, Hamad Medical Corporation, Doha, Qatar

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• Cyrine Abid,

  Roles Validation

  Affiliation Laboratory of Screening Cellular and Molecular Process, Centre of Biotechnology of Sfax, University of Sfax, Sfax, Tunisia

  https://orcid.org/0000-0003-2358-6510

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• Mohamed Chaker Khenissi,

  Roles Resources

  Affiliation Ambulance Service, Hamad Medical Corporation, Doha, Qatar

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• Nicholas Castle,

  Roles Resources

  Affiliation Ambulance Service, Hamad Medical Corporation, Doha, Qatar

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• Loua Al-Shaikh,

  Roles Resources

  Affiliation Ambulance Service, Hamad Medical Corporation, Doha, Qatar

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• Moncef Khadhraoui,

  Roles Project administration, Supervision

  Affiliation Higher Institute of Biotechnology, University of Sfax, Sfax, Tunisia

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• Imed Gargouri,

  Roles Resources, Supervision

  Affiliation Faculty of Medicine, University of Sfax, Sfax, Tunisia

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• James Laughton,

  Roles Project administration, Supervision, Writing – review & editing

  Affiliation Ambulance Service, Hamad Medical Corporation, Doha, Qatar

  https://orcid.org/0000-0002-9486-5157

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• Guillaume Alinier

  Roles Project administration, Validation, Writing – review & editing

  Affiliations Ambulance Service, Hamad Medical Corporation, Doha, Qatar, University of Hertfordshire, Hatfield, United Kingdom, Weill Cornell Medicine-Qatar, Doha, Qatar, Northumbria University, Newcastle upon Tyne, United Kingdom

  https://orcid.org/0000-0003-4255-4450

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