Unique ID issued by UMIN | UMIN000048416 |
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Receipt number | R000055183 |
Scientific Title | Automated Surgical Workflow Identification By Artificial Intelligence In Laparoscopic Hepatectomy |
Date of disclosure of the study information | 2022/07/21 |
Last modified on | 2022/07/20 19:51:37 |
Automated Surgical Workflow Identification By Artificial Intelligence In Laparoscopic Hepatectomy
AI For Laparoscopic Hepatectomy
Automated Surgical Workflow Identification By Artificial Intelligence In Laparoscopic Hepatectomy
AI For Laparoscopic Hepatectomy
Japan |
Hepatocellular Carcinoma
Metastatic Cancer Of The Liver
Intrahepatic Cholangiocarcinoma
Hepato-biliary-pancreatic surgery |
Malignancy
NO
To develop novel intraoperative systems of computer-assisted surgery for laparoscopic hepatectomy.
Others
To develop a deep-learning model for automated surgical step identification in laparoscopic hepatectomy.
The evaluation metrics for the model were precision, recall, F1 score (which were used as the metrics for each step), and overall accuracy (which was used for the integrated steps).
Others,meta-analysis etc
40 | years-old | <= |
85 | years-old | > |
Male and Female
We constructed a dataset containing 40 cases of pure laparoscopic hepatectomy partial resection procedures, all of which were performed by four surgeons at the National Cancer Center Hospital East (NCCHE) in Kashiwa, Japan, between July 2018 and December 2019.
None
40
1st name | Masaaki |
Middle name | |
Last name | Ito |
National Cancer Center Hospital East
Surgical Device Innovation Office
277-8577
6-5-1, Kashiwanoha, Kashiwa-City, Chiba 277-8577, Japan
0471-33-1111
maito@east.ncc.go.jp
1st name | Masaaki |
Middle name | |
Last name | Ito |
National Cancer Center Hospital East
Surgical Device Innovation Office
277-8577
6-5-1, Kashiwanoha, Kashiwa-City, Chiba 277-8577, Japan
0471-33-1111
maito@east.ncc.go.jp
Surgical Device Innovation Office, National Cancer Center Hospital East
Japan Agency for Medical Research and Development
Japanese Governmental office
Japan
Institutional Review Board, National Cancer Center Hospital East
6-5-1, Kashiwanoha, Kashiwa-City, Chiba 277-8577, Japan
0471-33-1111
irst@ml.res.ncc.go.jp
NO
2022 | Year | 07 | Month | 21 | Day |
Unpublished
40
Main results already published
2020 | Year | 09 | Month | 30 | Day |
2020 | Year | 09 | Month | 30 | Day |
2020 | Year | 09 | Month | 30 | Day |
2025 | Year | 03 | Month | 30 | Day |
Research Project No. 2020-315
Title: Analytical research on surgical information using a database of surgical videos of endoscopic surgeries
2022 | Year | 07 | Month | 20 | Day |
2022 | Year | 07 | Month | 20 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000055183
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