Unique ID issued by UMIN | UMIN000051541 |
---|---|
Receipt number | R000058808 |
Scientific Title | Automatic Liver Vessel Recognition for Laparoscopic Liver resection using Artificial Intelligence |
Date of disclosure of the study information | 2023/07/07 |
Last modified on | 2023/07/07 10:36:17 |
Automatic Liver Vessel Recognition for Laparoscopic Liver resection using Artificial Intelligence
AI For Laparoscopic Hepatectomy
Automatic Liver Vessel Recognition for Laparoscopic Liver resection using Artificial Intelligence
AI For Laparoscopic Hepatectomy
Japan |
Hepatocellular Carcinoma
Metastatic Cancer Of The Liver
Intrahepatic Cholangiocarcinoma
Hepato-biliary-pancreatic surgery |
Malignancy
NO
To develop novel intraoperative navigation systems of computer-assisted surgery for laparoscopic hepatectomy.
Others
To develop a deep-learning model for automated liver vessel recognition in laparoscopic liver resection.
The evaluation metrics for the models were the Dice coefficient for quantitative assessment, and the rubric-based assessment by ten gastroenterological surgeons for qualitative assessment.
Others,meta-analysis etc
18 | years-old | <= |
90 | years-old | > |
Male and Female
We constructed a dataset containing 53 cases of laparoscopic partial liver resection, all of which were performed by four surgeons at the National Cancer Center Hospital East (NCCHE) in Kashiwa, Japan, between July 2018 and January 2020.
Patients with partial liver resection of segment 1 and no vessels requiring clipping during liver parenchymal transection.
53
1st name | Masaaki |
Middle name | |
Last name | Ito |
National Cancer Center Hospital East
Division of Medical Device Innovation
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
Division of Medical Device Innovation
277-8577
6-5-1, Kashiwanoha, Kashiwa-City, Chiba 277-8577, Japan
0471-33-1111
maito@east.ncc.go.jp
National Cancer Center Hospital East
non
Other
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
2023 | Year | 07 | Month | 07 | Day |
Unpublished
53
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
2023 | Year | 07 | Month | 07 | Day |
2023 | Year | 07 | Month | 07 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000058808