VIDEO SURGICAL REPORT GENERATION

Disclosed herein are methods for generating a video surgical report using a machine learning pipeline. The machine learning pipeline may include one or more machine learning models, each of which may support a particular aspect of a video surgical report generation process. For example, one or more...

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Bibliographische Detailangaben
Hauptverfasser:	GEORGE, Jose, MASKE, Sanskruti
Format:	Patent
Sprache:	eng
Schlagworte:	ACOUSTICS CALCULATING COMPUTING COUNTING HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS MUSICAL INSTRUMENTS PHYSICS SPEECH ANALYSIS OR SYNTHESIS SPEECH OR AUDIO CODING OR DECODING SPEECH OR VOICE PROCESSING SPEECH RECOGNITION
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Beschreibung
Zusammenfassung:	Disclosed herein are methods for generating a video surgical report using a machine learning pipeline. The machine learning pipeline may include one or more machine learning models, each of which may support a particular aspect of a video surgical report generation process. For example, one or more images of a surgical procedure may be obtained. Using one or more machine learning models, a set of images from the one or more images may be selected based on the surgical procedure. A video surgical report may be generated for the surgical procedure, which may include at least some of the set of images. The machine learning pipeline can offload work typically performed by a user (e.g., surgeon, medical staff, etc.) to create the video surgical report, thereby saving significant time and/or resources.