{"id":1662,"date":"2023-01-01T08:00:00","date_gmt":"2022-12-31T23:00:00","guid":{"rendered":"http:\/\/lab-website.local\/?p=1662"},"modified":"2026-02-25T10:09:45","modified_gmt":"2026-02-25T01:09:45","slug":"%e5%8c%bb%e7%99%82%e7%94%a8%e7%94%bb%e5%83%8f%e8%a7%a3%e6%9e%90%e3%81%ae%e3%81%9f%e3%82%81%e3%81%ae%e7%94%bb%e5%83%8f%e5%87%a6%e7%90%86%e6%8a%80%e8%a1%93","status":"publish","type":"post","link":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/en\/blog\/2023\/01\/01\/%e5%8c%bb%e7%99%82%e7%94%a8%e7%94%bb%e5%83%8f%e8%a7%a3%e6%9e%90%e3%81%ae%e3%81%9f%e3%82%81%e3%81%ae%e7%94%bb%e5%83%8f%e5%87%a6%e7%90%86%e6%8a%80%e8%a1%93\/","title":{"rendered":"Image Processing Technologies for Medical Image Analysis"},"content":{"rendered":"\n<p>With the rapid aging of the global population, the availability of busy medical professionals is becoming increasingly scarce each year. As a result, the workload for those working in medical settings is growing. Against this backdrop, research utilizing image processing for various medical purposes is actively being conducted. For example, there are attempts to reduce the workload of clinical laboratory technicians by detecting and classifying each cell from urine sediment images, or by automatically detecting cancer cells from MRI images.<\/p>\n\n\n\n<p>In this course, we aim to meet the real demands of the medical field by setting goals such as achieving higher accuracy or using less training data through image processing technologies utilizing deep learning. For example, annotating images for training is necessary, but this leads to a significant workload. Moreover, in some cases, it is difficult to accumulate sufficient training data, so there is a high demand for image processing technologies and data augmentation techniques robust to the number of training data. These are not the only aspects we focus on, but by combining various image processing technologies, we aim to reduce the burden on the medical field.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Various Cell Detection in Medical Images<\/li>\n\n\n\n<li>Data Augmentation for Cell Image Learning<\/li>\n\n\n\n<li>Clustering and Labeling of Cell Images<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>With the rapid aging of the global population, the availability of busy medical professionals is becoming increasingly scarce each year. As a result, the workload for those working in medical settings is growing. Against this&#8230;<\/p>\n","protected":false},"author":1,"featured_media":136,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_locale":"en_US","_original_post":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/website\/?p=1533","footnotes":""},"categories":[14,50],"tags":[17],"class_list":["post-1662","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-overview","category-overview-en","tag-17","en-US"],"_links":{"self":[{"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/posts\/1662","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/comments?post=1662"}],"version-history":[{"count":1,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/posts\/1662\/revisions"}],"predecessor-version":[{"id":1663,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/posts\/1662\/revisions\/1663"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/media\/136"}],"wp:attachment":[{"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/media?parent=1662"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/categories?post=1662"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www-ise2.ist.osaka-u.ac.jp\/wp-json\/wp\/v2\/tags?post=1662"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}