Method and apparatus for training machine learning model for determining operation of medical tool control device
US11737839B2 · kind B2 · utility
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17Claims
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Key dates
| Filing date | Jun 12, 2020 |
| Grant date | Aug 29, 2023 |
| Priority date | — |
| Expiry date | Jun 12, 2040 |
Classification
- Technology area (CPC A)Human Necessities
- CPC primaryA61B2090/376
- WIPO fieldMedical technology
- WIPO sectorInstruments
Abstract
A method for training, by a processor, a machine learning model for determining an operation of a medical tool control device may comprise the steps of: obtaining an operation command to move a medical tool of the medical tool control device on the basis of the machine learning model from guide data generated using a blood vessel image; generating evaluation data of a position to which the distal end of the medical tool has been moved according to the operation command in a blood vessel image; and updating a parameter of the machine learning model by using the evaluation data, so as to train the machine learning model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.