Mammary gland lymph node metastasis prediction device, electronic equipment and storage medium

The invention relates to a mammary gland lymph node metastasis prediction device, electronic equipment and a storage medium, and the method comprises the steps: carrying out the image segmentation of an obtained to-be-detected mammary gland image through a pre-trained mammary gland lesion and lymph...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: REN YIKE, SHEN HUAQING, GENG JIAHUI, WU ZHENZHOU
Format: Patent
Sprache:chi ; eng
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 REN YIKE
SHEN HUAQING
GENG JIAHUI
WU ZHENZHOU
description The invention relates to a mammary gland lymph node metastasis prediction device, electronic equipment and a storage medium, and the method comprises the steps: carrying out the image segmentation of an obtained to-be-detected mammary gland image through a pre-trained mammary gland lesion and lymph segmentation model, and obtaining an image segmentation result of a lesion region and/or a lymph node region in the marked mammary gland image; and determining a lymph node metastasis condition based on an image segmentation result according to a pre-trained mammary gland lymph prediction model. The image segmentation process is used as a preposed task, the lymph node metastasis condition is further judged based on the obtained image segmentation result, a feature basis is provided for prediction of lymph node metastasis, and the accuracy of a prediction result of the lymph node metastasis condition is improved. 本公开涉及一种乳腺淋巴结转移预测装置、电子设备以及存储介质,通过预先训练的乳腺病灶及淋巴分割模型对获取的待检测的乳腺图像进行图像分割,得到标注乳腺图像中病灶区域和/或淋巴结区域的图像分割结果,再根据预先训练的
format Patent
fullrecord <record><control><sourceid>epo_EVB</sourceid><recordid>TN_cdi_epo_espacenet_CN116205900A</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>CN116205900A</sourcerecordid><originalsourceid>FETCH-epo_espacenet_CN116205900A3</originalsourceid><addsrcrecordid>eNqNjLsKwkAQRdNYiPoPY6-QKAqWEhQbrawNw-5NHNiXuxshf68BP0C4cJpz7rR4XNlajgN1hp0mM9jwJOc1yCJz-k4ShQgtKot3pPEWhRXBQOXonSjCq5dg4TKNDyn7yN2Ya-ntvJi0bBIWP86K5fl0ry9rBN8gBVZwyE19q6r9ptwdyvK4_cf5AHJ4PPM</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>patent</recordtype></control><display><type>patent</type><title>Mammary gland lymph node metastasis prediction device, electronic equipment and storage medium</title><source>esp@cenet</source><creator>REN YIKE ; SHEN HUAQING ; GENG JIAHUI ; WU ZHENZHOU</creator><creatorcontrib>REN YIKE ; SHEN HUAQING ; GENG JIAHUI ; WU ZHENZHOU</creatorcontrib><description>The invention relates to a mammary gland lymph node metastasis prediction device, electronic equipment and a storage medium, and the method comprises the steps: carrying out the image segmentation of an obtained to-be-detected mammary gland image through a pre-trained mammary gland lesion and lymph segmentation model, and obtaining an image segmentation result of a lesion region and/or a lymph node region in the marked mammary gland image; and determining a lymph node metastasis condition based on an image segmentation result according to a pre-trained mammary gland lymph prediction model. The image segmentation process is used as a preposed task, the lymph node metastasis condition is further judged based on the obtained image segmentation result, a feature basis is provided for prediction of lymph node metastasis, and the accuracy of a prediction result of the lymph node metastasis condition is improved. 本公开涉及一种乳腺淋巴结转移预测装置、电子设备以及存储介质,通过预先训练的乳腺病灶及淋巴分割模型对获取的待检测的乳腺图像进行图像分割,得到标注乳腺图像中病灶区域和/或淋巴结区域的图像分割结果,再根据预先训练的</description><language>chi ; eng</language><subject>CALCULATING ; COMPUTING ; COUNTING ; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA ; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL ; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS ; PHYSICS</subject><creationdate>2023</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&amp;date=20230602&amp;DB=EPODOC&amp;CC=CN&amp;NR=116205900A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,776,881,25542,76290</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&amp;date=20230602&amp;DB=EPODOC&amp;CC=CN&amp;NR=116205900A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>REN YIKE</creatorcontrib><creatorcontrib>SHEN HUAQING</creatorcontrib><creatorcontrib>GENG JIAHUI</creatorcontrib><creatorcontrib>WU ZHENZHOU</creatorcontrib><title>Mammary gland lymph node metastasis prediction device, electronic equipment and storage medium</title><description>The invention relates to a mammary gland lymph node metastasis prediction device, electronic equipment and a storage medium, and the method comprises the steps: carrying out the image segmentation of an obtained to-be-detected mammary gland image through a pre-trained mammary gland lesion and lymph segmentation model, and obtaining an image segmentation result of a lesion region and/or a lymph node region in the marked mammary gland image; and determining a lymph node metastasis condition based on an image segmentation result according to a pre-trained mammary gland lymph prediction model. The image segmentation process is used as a preposed task, the lymph node metastasis condition is further judged based on the obtained image segmentation result, a feature basis is provided for prediction of lymph node metastasis, and the accuracy of a prediction result of the lymph node metastasis condition is improved. 本公开涉及一种乳腺淋巴结转移预测装置、电子设备以及存储介质,通过预先训练的乳腺病灶及淋巴分割模型对获取的待检测的乳腺图像进行图像分割,得到标注乳腺图像中病灶区域和/或淋巴结区域的图像分割结果,再根据预先训练的</description><subject>CALCULATING</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA</subject><subject>IMAGE DATA PROCESSING OR GENERATION, IN GENERAL</subject><subject>INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS</subject><subject>PHYSICS</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2023</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNqNjLsKwkAQRdNYiPoPY6-QKAqWEhQbrawNw-5NHNiXuxshf68BP0C4cJpz7rR4XNlajgN1hp0mM9jwJOc1yCJz-k4ShQgtKot3pPEWhRXBQOXonSjCq5dg4TKNDyn7yN2Ya-ntvJi0bBIWP86K5fl0ry9rBN8gBVZwyE19q6r9ptwdyvK4_cf5AHJ4PPM</recordid><startdate>20230602</startdate><enddate>20230602</enddate><creator>REN YIKE</creator><creator>SHEN HUAQING</creator><creator>GENG JIAHUI</creator><creator>WU ZHENZHOU</creator><scope>EVB</scope></search><sort><creationdate>20230602</creationdate><title>Mammary gland lymph node metastasis prediction device, electronic equipment and storage medium</title><author>REN YIKE ; SHEN HUAQING ; GENG JIAHUI ; WU ZHENZHOU</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_CN116205900A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>chi ; eng</language><creationdate>2023</creationdate><topic>CALCULATING</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA</topic><topic>IMAGE DATA PROCESSING OR GENERATION, IN GENERAL</topic><topic>INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS</topic><topic>PHYSICS</topic><toplevel>online_resources</toplevel><creatorcontrib>REN YIKE</creatorcontrib><creatorcontrib>SHEN HUAQING</creatorcontrib><creatorcontrib>GENG JIAHUI</creatorcontrib><creatorcontrib>WU ZHENZHOU</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>REN YIKE</au><au>SHEN HUAQING</au><au>GENG JIAHUI</au><au>WU ZHENZHOU</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Mammary gland lymph node metastasis prediction device, electronic equipment and storage medium</title><date>2023-06-02</date><risdate>2023</risdate><abstract>The invention relates to a mammary gland lymph node metastasis prediction device, electronic equipment and a storage medium, and the method comprises the steps: carrying out the image segmentation of an obtained to-be-detected mammary gland image through a pre-trained mammary gland lesion and lymph segmentation model, and obtaining an image segmentation result of a lesion region and/or a lymph node region in the marked mammary gland image; and determining a lymph node metastasis condition based on an image segmentation result according to a pre-trained mammary gland lymph prediction model. The image segmentation process is used as a preposed task, the lymph node metastasis condition is further judged based on the obtained image segmentation result, a feature basis is provided for prediction of lymph node metastasis, and the accuracy of a prediction result of the lymph node metastasis condition is improved. 本公开涉及一种乳腺淋巴结转移预测装置、电子设备以及存储介质,通过预先训练的乳腺病灶及淋巴分割模型对获取的待检测的乳腺图像进行图像分割,得到标注乳腺图像中病灶区域和/或淋巴结区域的图像分割结果,再根据预先训练的</abstract><oa>free_for_read</oa></addata></record>
fulltext fulltext_linktorsrc
identifier
ispartof
issn
language chi ; eng
recordid cdi_epo_espacenet_CN116205900A
source esp@cenet
subjects CALCULATING
COMPUTING
COUNTING
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
title Mammary gland lymph node metastasis prediction device, electronic equipment and storage medium
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-02T13%3A37%3A01IST&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=REN%20YIKE&rft.date=2023-06-02&rft_id=info:doi/&rft_dat=%3Cepo_EVB%3ECN116205900A%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