LEARNING DATA COLLECTION APPARATUS AND METHOD FOR TRAINING SURGICAL TOOL AND ORGAN RECOGNITION LEARNING
Provided are a learning data collection method and program for training surgical tool recognition learning. The learning data collection method for training surgical tool recognition learning, which is a method executed by a computer, comprises the steps of: obtaining, by the computer, at least a pl...
Gespeichert in:
Hauptverfasser: | , , , , , , , , , , |
---|---|
Format: | Patent |
Sprache: | eng ; fre ; kor |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | |
container_start_page | |
container_title | |
container_volume | |
creator | PARK, Bokyung SHIN, So Yeon CHOI, Min-Kook HONG, Seul Gi YU, Hayeong YOON, Jihun HONG, Seung Bum KIM, Sung Jae PARK, Sunghyun SUNG, Nak-jun LEE, Jiwon |
description | Provided are a learning data collection method and program for training surgical tool recognition learning. The learning data collection method for training surgical tool recognition learning, which is a method executed by a computer, comprises the steps of: obtaining, by the computer, at least a plurality of surgery data from among actual surgery data, virtual surgery data, and random surgery data; and configuring and providing the plurality of obtained surgery data as a learning data set.
L'invention concerne un procédé et un programme de collecte de données d'apprentissage permettant l'entraînement relatif à l'apprentissage de la reconnaissance d'un outil chirurgical. Le procédé de collecte de données d'apprentissage permettant l'entraînement relatif à l'apprentissage de la reconnaissance d'un outil chirurgical, qui est un procédé exécuté par un ordinateur, comprend les étapes consistant : à obtenir, par l'ordinateur, au moins une pluralité de données de chirurgie parmi des données de chirurgie réelle, des données de chirurgie virtuelle et des données de chirurgie aléatoire ; et à configurer et à fournir la pluralité de données de chirurgie obtenues sous la forme d'un ensemble de données d'apprentissage.
수술 도구 인식 학습 훈련을 위한 학습 데이터 수집 방법 및 그 프로그램이 제공된다. 상기 수술 도구 인식 학습 훈련을 위한 학습 데이터 수집 방법은 컴퓨터에 의해 실행되는 방법으로서, 컴퓨터가 실제 수술데이터, 가상 수술데이터 및 랜덤 수술데이터 중 적어도 복수의 수술데이터를 획득하는 단계; 및 획득한 상기 복수의 수술데이터를 학습데이터 셋으로 구성하여 제공하는 단계를 포함한다. |
format | Patent |
fullrecord | <record><control><sourceid>epo_EVB</sourceid><recordid>TN_cdi_epo_espacenet_WO2022035237A1</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>WO2022035237A1</sourcerecordid><originalsourceid>FETCH-epo_espacenet_WO2022035237A13</originalsourceid><addsrcrecordid>eNqNjLEKwjAQQLM4iPoPB85CTRHnI03TQMyV65WOpUh0ES3U_0cIuju95b23VvdgkaOPDioUBEMhWCOeImDbIqP0HWCs4GKloQpqYhBGn4uuZ-cNBhCikC1ihxHYGnLR58tvv1Wr2_RY0u7LjdrXVkxzSPNrTMs8XdMzvceBdKF1UZ50ecZj-Z_1AbBoNiM</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>patent</recordtype></control><display><type>patent</type><title>LEARNING DATA COLLECTION APPARATUS AND METHOD FOR TRAINING SURGICAL TOOL AND ORGAN RECOGNITION LEARNING</title><source>esp@cenet</source><creator>PARK, Bokyung ; SHIN, So Yeon ; CHOI, Min-Kook ; HONG, Seul Gi ; YU, Hayeong ; YOON, Jihun ; HONG, Seung Bum ; KIM, Sung Jae ; PARK, Sunghyun ; SUNG, Nak-jun ; LEE, Jiwon</creator><creatorcontrib>PARK, Bokyung ; SHIN, So Yeon ; CHOI, Min-Kook ; HONG, Seul Gi ; YU, Hayeong ; YOON, Jihun ; HONG, Seung Bum ; KIM, Sung Jae ; PARK, Sunghyun ; SUNG, Nak-jun ; LEE, Jiwon</creatorcontrib><description>Provided are a learning data collection method and program for training surgical tool recognition learning. The learning data collection method for training surgical tool recognition learning, which is a method executed by a computer, comprises the steps of: obtaining, by the computer, at least a plurality of surgery data from among actual surgery data, virtual surgery data, and random surgery data; and configuring and providing the plurality of obtained surgery data as a learning data set.
L'invention concerne un procédé et un programme de collecte de données d'apprentissage permettant l'entraînement relatif à l'apprentissage de la reconnaissance d'un outil chirurgical. Le procédé de collecte de données d'apprentissage permettant l'entraînement relatif à l'apprentissage de la reconnaissance d'un outil chirurgical, qui est un procédé exécuté par un ordinateur, comprend les étapes consistant : à obtenir, par l'ordinateur, au moins une pluralité de données de chirurgie parmi des données de chirurgie réelle, des données de chirurgie virtuelle et des données de chirurgie aléatoire ; et à configurer et à fournir la pluralité de données de chirurgie obtenues sous la forme d'un ensemble de données d'apprentissage.
수술 도구 인식 학습 훈련을 위한 학습 데이터 수집 방법 및 그 프로그램이 제공된다. 상기 수술 도구 인식 학습 훈련을 위한 학습 데이터 수집 방법은 컴퓨터에 의해 실행되는 방법으로서, 컴퓨터가 실제 수술데이터, 가상 수술데이터 및 랜덤 수술데이터 중 적어도 복수의 수술데이터를 획득하는 단계; 및 획득한 상기 복수의 수술데이터를 학습데이터 셋으로 구성하여 제공하는 단계를 포함한다.</description><language>eng ; fre ; kor</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; PHYSICS</subject><creationdate>2022</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20220217&DB=EPODOC&CC=WO&NR=2022035237A1$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,776,881,25542,76289</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20220217&DB=EPODOC&CC=WO&NR=2022035237A1$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>PARK, Bokyung</creatorcontrib><creatorcontrib>SHIN, So Yeon</creatorcontrib><creatorcontrib>CHOI, Min-Kook</creatorcontrib><creatorcontrib>HONG, Seul Gi</creatorcontrib><creatorcontrib>YU, Hayeong</creatorcontrib><creatorcontrib>YOON, Jihun</creatorcontrib><creatorcontrib>HONG, Seung Bum</creatorcontrib><creatorcontrib>KIM, Sung Jae</creatorcontrib><creatorcontrib>PARK, Sunghyun</creatorcontrib><creatorcontrib>SUNG, Nak-jun</creatorcontrib><creatorcontrib>LEE, Jiwon</creatorcontrib><title>LEARNING DATA COLLECTION APPARATUS AND METHOD FOR TRAINING SURGICAL TOOL AND ORGAN RECOGNITION LEARNING</title><description>Provided are a learning data collection method and program for training surgical tool recognition learning. The learning data collection method for training surgical tool recognition learning, which is a method executed by a computer, comprises the steps of: obtaining, by the computer, at least a plurality of surgery data from among actual surgery data, virtual surgery data, and random surgery data; and configuring and providing the plurality of obtained surgery data as a learning data set.
L'invention concerne un procédé et un programme de collecte de données d'apprentissage permettant l'entraînement relatif à l'apprentissage de la reconnaissance d'un outil chirurgical. Le procédé de collecte de données d'apprentissage permettant l'entraînement relatif à l'apprentissage de la reconnaissance d'un outil chirurgical, qui est un procédé exécuté par un ordinateur, comprend les étapes consistant : à obtenir, par l'ordinateur, au moins une pluralité de données de chirurgie parmi des données de chirurgie réelle, des données de chirurgie virtuelle et des données de chirurgie aléatoire ; et à configurer et à fournir la pluralité de données de chirurgie obtenues sous la forme d'un ensemble de données d'apprentissage.
수술 도구 인식 학습 훈련을 위한 학습 데이터 수집 방법 및 그 프로그램이 제공된다. 상기 수술 도구 인식 학습 훈련을 위한 학습 데이터 수집 방법은 컴퓨터에 의해 실행되는 방법으로서, 컴퓨터가 실제 수술데이터, 가상 수술데이터 및 랜덤 수술데이터 중 적어도 복수의 수술데이터를 획득하는 단계; 및 획득한 상기 복수의 수술데이터를 학습데이터 셋으로 구성하여 제공하는 단계를 포함한다.</description><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>PHYSICS</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2022</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNqNjLEKwjAQQLM4iPoPB85CTRHnI03TQMyV65WOpUh0ES3U_0cIuju95b23VvdgkaOPDioUBEMhWCOeImDbIqP0HWCs4GKloQpqYhBGn4uuZ-cNBhCikC1ihxHYGnLR58tvv1Wr2_RY0u7LjdrXVkxzSPNrTMs8XdMzvceBdKF1UZ50ecZj-Z_1AbBoNiM</recordid><startdate>20220217</startdate><enddate>20220217</enddate><creator>PARK, Bokyung</creator><creator>SHIN, So Yeon</creator><creator>CHOI, Min-Kook</creator><creator>HONG, Seul Gi</creator><creator>YU, Hayeong</creator><creator>YOON, Jihun</creator><creator>HONG, Seung Bum</creator><creator>KIM, Sung Jae</creator><creator>PARK, Sunghyun</creator><creator>SUNG, Nak-jun</creator><creator>LEE, Jiwon</creator><scope>EVB</scope></search><sort><creationdate>20220217</creationdate><title>LEARNING DATA COLLECTION APPARATUS AND METHOD FOR TRAINING SURGICAL TOOL AND ORGAN RECOGNITION LEARNING</title><author>PARK, Bokyung ; SHIN, So Yeon ; CHOI, Min-Kook ; HONG, Seul Gi ; YU, Hayeong ; YOON, Jihun ; HONG, Seung Bum ; KIM, Sung Jae ; PARK, Sunghyun ; SUNG, Nak-jun ; LEE, Jiwon</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_WO2022035237A13</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng ; fre ; kor</language><creationdate>2022</creationdate><topic>CALCULATING</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>PHYSICS</topic><toplevel>online_resources</toplevel><creatorcontrib>PARK, Bokyung</creatorcontrib><creatorcontrib>SHIN, So Yeon</creatorcontrib><creatorcontrib>CHOI, Min-Kook</creatorcontrib><creatorcontrib>HONG, Seul Gi</creatorcontrib><creatorcontrib>YU, Hayeong</creatorcontrib><creatorcontrib>YOON, Jihun</creatorcontrib><creatorcontrib>HONG, Seung Bum</creatorcontrib><creatorcontrib>KIM, Sung Jae</creatorcontrib><creatorcontrib>PARK, Sunghyun</creatorcontrib><creatorcontrib>SUNG, Nak-jun</creatorcontrib><creatorcontrib>LEE, Jiwon</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>PARK, Bokyung</au><au>SHIN, So Yeon</au><au>CHOI, Min-Kook</au><au>HONG, Seul Gi</au><au>YU, Hayeong</au><au>YOON, Jihun</au><au>HONG, Seung Bum</au><au>KIM, Sung Jae</au><au>PARK, Sunghyun</au><au>SUNG, Nak-jun</au><au>LEE, Jiwon</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>LEARNING DATA COLLECTION APPARATUS AND METHOD FOR TRAINING SURGICAL TOOL AND ORGAN RECOGNITION LEARNING</title><date>2022-02-17</date><risdate>2022</risdate><abstract>Provided are a learning data collection method and program for training surgical tool recognition learning. The learning data collection method for training surgical tool recognition learning, which is a method executed by a computer, comprises the steps of: obtaining, by the computer, at least a plurality of surgery data from among actual surgery data, virtual surgery data, and random surgery data; and configuring and providing the plurality of obtained surgery data as a learning data set.
L'invention concerne un procédé et un programme de collecte de données d'apprentissage permettant l'entraînement relatif à l'apprentissage de la reconnaissance d'un outil chirurgical. Le procédé de collecte de données d'apprentissage permettant l'entraînement relatif à l'apprentissage de la reconnaissance d'un outil chirurgical, qui est un procédé exécuté par un ordinateur, comprend les étapes consistant : à obtenir, par l'ordinateur, au moins une pluralité de données de chirurgie parmi des données de chirurgie réelle, des données de chirurgie virtuelle et des données de chirurgie aléatoire ; et à configurer et à fournir la pluralité de données de chirurgie obtenues sous la forme d'un ensemble de données d'apprentissage.
수술 도구 인식 학습 훈련을 위한 학습 데이터 수집 방법 및 그 프로그램이 제공된다. 상기 수술 도구 인식 학습 훈련을 위한 학습 데이터 수집 방법은 컴퓨터에 의해 실행되는 방법으로서, 컴퓨터가 실제 수술데이터, 가상 수술데이터 및 랜덤 수술데이터 중 적어도 복수의 수술데이터를 획득하는 단계; 및 획득한 상기 복수의 수술데이터를 학습데이터 셋으로 구성하여 제공하는 단계를 포함한다.</abstract><oa>free_for_read</oa></addata></record> |
fulltext | fulltext_linktorsrc |
identifier | |
ispartof | |
issn | |
language | eng ; fre ; kor |
recordid | cdi_epo_espacenet_WO2022035237A1 |
source | esp@cenet |
subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING PHYSICS |
title | LEARNING DATA COLLECTION APPARATUS AND METHOD FOR TRAINING SURGICAL TOOL AND ORGAN RECOGNITION LEARNING |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-04T21%3A56%3A57IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-epo_EVB&rft_val_fmt=info:ofi/fmt:kev:mtx:patent&rft.genre=patent&rft.au=PARK,%20Bokyung&rft.date=2022-02-17&rft_id=info:doi/&rft_dat=%3Cepo_EVB%3EWO2022035237A1%3C/epo_EVB%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |