Pilot deployment of a machine-learning enhanced prediction of need for hemorrhage resuscitation after trauma – the ShockMatrix pilot study

Tobias Gauss; Jean-Denis Moyer; Clelia Colas; Manuel Pichon; Nathalie Delhaye; Marie Werner; Veronique Ramonda; Theophile Sempe; Sofiane Medjkoune; Julie Josse; Arthur James; Anatole Harrois; Caroline Jeantrelle; Mathieu Raux; Jean Pasqueron; Christophe Quesnel; Anne Godier; Mathieu Boutonnet; Delphine Garrigue; Alexandre Bourgeois; Benjamin Bijok; Julien Pottecher; Alain Meyer; Pierluigi Banco; Etienne Montalescau; Eric Meaudre; Jean-Luc Hanouz; Valentin Lefrancois; Gérard Audibert; Marc Leone; Emmanuelle Hammad; Gary Duclos; Thierry Floch; Thomas Geeraerts; Fanny Bounes; Jean Baptiste Bouillon; Benjamin Rieu; Sébastien Gettes; Nouchan Mellati; Leslie Dussau; Elisabeth Gaertner; Benjamin Popoff; Thomas Clavier; Perrine Lepêtre; Marion Scotto; Julie Rotival; Loan Malec; Claire Jaillette; Pierre Gosset; Clément Collard; Jean Pujo; Hatem Kallel; Alexis Fremery; Nicolas Higel; Mathieu Willig; Benjamin Cohen; Paer Selim Abback; Samuel Gay; Etienne Escudier; Romain Mermillod Blondin

doi:10.1186/s12911-024-02723-9

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Pilot deployment of a machine-learning enhanced prediction of need for hemorrhage resuscitation after trauma – the ShockMatrix pilot study

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Pilot deployment of a machine-learning enhanced prediction of need for hemorrhage resuscitation after trauma – the ShockMatrix pilot study

Tobias Gauss, Jean-Denis Moyer, Clelia Colas, Manuel Pichon, Nathalie Delhaye, Marie Werner, Veronique Ramonda, Theophile Sempe, Sofiane Medjkoune, Julie Josse, …

BMC Medical Informatics and Decision Making, Vol.24(1)

28/10/2024

DOI: https://doi.org/10.1186/s12911-024-02723-9

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Title: Pilot deployment of a machine-learning enhanced prediction of need for hemorrhage resuscitation after trauma – the ShockMatrix pilot study
Creators - without role: Tobias Gauss - Université Grenoble Alpes
Jean-Denis Moyer - Assistance Publique – Hôpitaux de Paris
Clelia Colas - Capgemini
Manuel Pichon - Université Toulouse III - Paul Sabatier
Nathalie Delhaye - Hôpital Européen Georges-Pompidou
Marie Werner - Université Paris-Sud
Veronique Ramonda - Centre Hospitalier Universitaire de Toulouse
Theophile Sempe - Capgemini
Sofiane Medjkoune - École des Mines de Douai
Julie Josse - Institut Desbrest d'Epidémiologie et de Santé Publique
Arthur James - Groupe de recherche clinique en anesthésie réanimation médecine périopératoire
Anatole Harrois - Centre Chirurgical Marie Lannelongue
Caroline Jeantrelle - Assistance Publique – Hôpitaux de Paris
Mathieu Raux - Assistance Publique – Hôpitaux de Paris
Jean Pasqueron - Université de Caen Normandie
Christophe Quesnel - Assistance Publique – Hôpitaux de Paris
Anne Godier - Assistance Publique – Hôpitaux de Paris
Mathieu Boutonnet - HIA du Val-de-Grâce à Paris
Delphine Garrigue - Centre Hospitalier Universitaire de Lille
Alexandre Bourgeois - Institut de Pharmacologie Moléculaire et Cellulaire
Benjamin Bijok - Centre Hospitalier Universitaire de Lille
Julien Pottecher
Alain Meyer
Pierluigi Banco
Etienne Montalescau
Eric Meaudre
Jean-Luc Hanouz
Valentin Lefrancois
Gérard Audibert
Marc Leone
Emmanuelle Hammad
Gary Duclos
Thierry Floch
Thomas Geeraerts
Fanny Bounes
Jean Baptiste Bouillon
Benjamin Rieu
Sébastien Gettes
Nouchan Mellati
Leslie Dussau
Elisabeth Gaertner
Benjamin Popoff
Thomas Clavier
Perrine Lepêtre
Marion Scotto
Julie Rotival - Université de Montpellier
Loan Malec
Claire Jaillette
Pierre Gosset
Clément Collard
Jean Pujo - Université de Caen Normandie
Hatem Kallel
Alexis Fremery
Nicolas Higel
Mathieu Willig
Benjamin Cohen
Paer Selim Abback
Samuel Gay
Etienne Escudier
Romain Mermillod Blondin
Publication Details: BMC Medical Informatics and Decision Making, Vol.24(1)
Identifiers: 9937681209311
Academic Unit: Institut Desbrest d Epidemiologie et de Sante Publique - IDESP
Language: English
Resource Type: Journal article
Local Fields: hal-04832640