公开(公告)号：WO2023003998A1

公开(公告)日：2023-01-26

申请号：PCT/US2022/037803

申请日：2022-07-21

Applicant: THE CLEVELAND CLINIC FOUNDATION

Inventor： JOHNSTON, Douglas ,  QUINTINI, Cristiano ,  SOLTESZ, Edward ,  ROMERO, Jose ,  KOLOSI, William ,  KADAVY, Thomas

IPC: G06V10/82 ,  G06V10/143

Abstract: The present disclosure relates to a system and method for recognizing objects used in a medical procedure using a convolutional neural network. No database of image information for such objects is used or required. Rather, the neural network is trained to recognize the objects, and does not require any such image database. The system is able to reconcile the recognized objects against a 'counted-in' list of objects for the procedure, to ensure that all such objects are accounted for prior to closing the procedure.

公开(公告)号：WO2022051262A2

公开(公告)日：2022-03-10

申请号：PCT/US2021/048396

申请日：2021-08-31

Applicant: THE CLEVELAND CLINIC FOUNDATION

Inventor： QUINTINI, Cristiano ,  KOLOSI, William ,  KADAVY, Thomas ,  ROMERO, Jose

IPC: A61B90/00 ,  A61B17/06 ,  B65B51/00 ,  A61B17/06114 ,  A61B17/06161 ,  A61B2050/002 ,  A61B2050/21 ,  A61B2090/0804 ,  A61B2090/0805 ,  A61B50/20 ,  A61B50/36 ,  A61B50/362 ,  A61B90/08 ,  B65B15/04 ,  B65B57/10 ,  B65B57/20 ,  B65B65/08 ,  B65B9/045

Abstract: A surgical-implement count and capture system including a carrier tape having a plurality of spaced-apart receiving areas disposed longitudinally along the carrier tape. Each of the plurality of spaced-apart receiving areas being configured to receive a surgical-implement. The carrier tape is configured to follow a first pathway. A deposit station is located along the first pathway and is adapted to accommodate deposition of a plurality of the surgical- implements respectively into successive ones of the spaced-apart receiving areas when resident at the deposit station. A counting station is located along the first pathway downstream of the deposit station. The counting station includes a sensor adapted to detect the plurality of the surgical-implements in the respective receiving areas.