A TRAINING METHOD OF A COMPUTER-IMPLEMENTED MACHINE LEARNING MODEL FOR OBTAINING A RESTING ENERGY EXPENDITURE (REE) PARAMETER OF A SUBJECT

A TRAINING METHOD OF A COMPUTER-IMPLEMENTED MACHINE LEARNING MODEL FOR OBTAINING A RESTING ENERGY EXPENDITURE (REE) PARAMETER OF A SUBJECT

A training method of a computer-implemented machine learning model for obtaining a Resting Energy Expenditure (REE) parameter of a subject, and a system to perform such method, are presented, wherein an REE parameter from an experimental test, and information from a CT scan image of the subject are...

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Bibliographische Detailangaben
Hauptverfasser: Melián Álamo, José María, Palmas Candía, Fiorella Ximena, Simó Canonge, Rafael, Ciudin Mihai, Andreea, Guerra Hernández, Raúl Celestino
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
DIAGNOSIS
HUMAN NECESSITIES
HYGIENE
IDENTIFICATION
MEDICAL OR VETERINARY SCIENCE
SURGERY
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Beschreibung
Zusammenfassung:A training method of a computer-implemented machine learning model for obtaining a Resting Energy Expenditure (REE) parameter of a subject, and a system to perform such method, are presented, wherein an REE parameter from an experimental test, and information from a CT scan image of the subject are used to train the computer-implemented machine learning model. A method for estimating a Resting Energy Expenditure (REE) parameter of a subject is also presented, using a computer-implemented machine learning model previously trained by the training method described herein.