FORS-ENABLED IMAGE LABELLING FOR MACHINE LEARNING MODELS

FORS-ENABLED IMAGE LABELLING FOR MACHINE LEARNING MODELS

An intervention control method for acquiring an image label (78) of an object of interest within an imaging space during an optical shape sensing based interventional procedure. The method involves navigating an interventional device (30) integrated with an optical shape sensor (41) within the imagi...

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Bibliographische Detailangaben
Hauptverfasser: BYDLON, Torre Michelle, PAI RAIKAR, Vipul Shrihari, SINHA, Ayushi, RIJHWANI, Damini, TORJESEN, Alyssa, LEE, Brian C
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
DIAGNOSIS
HUMAN NECESSITIES
HYGIENE
IDENTIFICATION
MEDICAL OR VETERINARY SCIENCE
SURGERY
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Beschreibung
Zusammenfassung:An intervention control method for acquiring an image label (78) of an object of interest within an imaging space during an optical shape sensing based interventional procedure. The method involves navigating an interventional device (30) integrated with an optical shape sensor (41) within the imaging space in accordance with the interventional procedure based on a registration of the optical shape sensor (41) to the imaging space. The method further involves deriving an image label (78) of the object of interest within the imaging space from a generation of encoded image data informative of a pose of the object of interest within the imaging space based on a sensing by the optical shape sensor (41) of a navigation of the interventional device (30) within the imaging space in accordance with the interventional procedure.