Unique ID issued by UMIN | UMIN000053221 |
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Receipt number | R000060740 |
Scientific Title | Surgical step recognition in laparoscopic distal gastrectomy using artificial intelligence. |
Date of disclosure of the study information | 2024/01/01 |
Last modified on | 2023/12/25 23:22:41 |
Surgical step recognition in laparoscopic distal gastrectomy using artificial intelligence.
Surgical step recognition in laparoscopic distal gastrectomy using artificial intelligence.
Surgical step recognition in laparoscopic distal gastrectomy using artificial intelligence.
Surgical step recognition in laparoscopic distal gastrectomy using artificial intelligence.
Japan |
Gastric Cancer
Gastrointestinal surgery |
Malignancy
NO
Artificial Intelligence (AI)-based recognition of surgical images has been used in the development of surgical assistive devices and image navigation systems. In this study, we developed an AI-based automatic recognition model of the surgical process of laparoscopic distal gastrectomy and evaluated its recognition performance.
Safety,Efficacy
The accuracy of automatic step recognition model
Observational
Not applicable |
Not applicable |
Male and Female
Laparoscopic distal gastrectomy performed at the National Cancer Center East Hospital in 2019.
Without the surgery of laparoscopic distal gastrectomy
40
1st name | Mitsumasa |
Middle name | |
Last name | Yoshida |
National Cancer Center Hospital East
Gastric Surgery Division
277-8577
6-5-1 Kashiwanoha, Kashiwa, Chiba, 277-8577, Japan
+81-4-7133-1111
mitsyosh@east.ncc.go.jp
1st name | Mitsumasa |
Middle name | |
Last name | Yoshida |
National Cancer Center Hospital East
Gastric Surgery Division
277-8577
6-5-1 Kashiwanoha, Kashiwa, Chiba, 277-8577, Japan
+81471331111
mitsyosh@east.ncc.go.jp
National Cancer Center Hospital East
National Cancer Center Hospital East
Other
National Cancer Center Hospital East
6-5-1 Kashiwanoha, Kashiwa, Chiba, 277-8577, Japan
+81471331111
mitsyosh@east.ncc.go.jp
NO
2024 | Year | 01 | Month | 01 | Day |
Unpublished
40
Completed
2020 | Year | 01 | Month | 01 | Day |
2020 | Year | 01 | Month | 30 | Day |
2020 | Year | 01 | Month | 31 | Day |
2023 | Year | 12 | Month | 31 | Day |
We used 40 cases of laparoscopic distal gastrectomy performed at the National Cancer Center East Hospital in 2019. First, the surgical videos were classified into the following 9 ateps. Step 1: Ports insertion, Step 2: Lymphadenectomy on the left side of greater curvature, Step 3: Lymphadenectomy on the right side of greater curvature, Step 4: Division of duodenum, Step 5: Lymphadenectomy on the suprapancreatic lymph node, Step 6: Lymphadenectomy on the lesser curvature, Step 7: Division of stomach, Step 8: Reconstruction, Step 9: After reconstruction to completion of surgery. The accuracy of automatic step recognition was calculated using 30 surgical videos for training and 10 videos for validation.
2023 | Year | 12 | Month | 25 | Day |
2023 | Year | 12 | Month | 25 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/icdr_e/ctr_view.cgi?recptno=R000060740
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