{"id":983,"date":"2023-10-11T12:53:15","date_gmt":"2023-10-11T03:53:15","guid":{"rendered":"https:\/\/plaza.umin.ac.jp\/prm\/?page_id=983"},"modified":"2024-04-16T13:00:59","modified_gmt":"2024-04-16T04:00:59","slug":"tool-dataset","status":"publish","type":"page","link":"https:\/\/plaza.umin.ac.jp\/prm\/tool-dataset\/","title":{"rendered":"\u30c4\u30fc\u30eb\u30fb\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8"},"content":{"rendered":"<h2>Dataset and Software<\/h2>\n<p><strong>\u25a0Dataset<\/strong><\/p>\n<h5>PLISM: Large-scale histological image dataset toward stain and device-agnostic models.<\/h5>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-649 alignleft\" src=\"https:\/\/plaza.umin.ac.jp\/prm\/wordpress\/wp-content\/uploads\/2023\/10\/d01.jpg\" alt=\"\" width=\"541\" height=\"134\" \/><\/p>\n<hr \/>\n<p>Project page: <a href=\"https:\/\/p024eb.github.io\/\" target=\"_blank\" rel=\"noopener\">https:\/\/p024eb.github.io\/<\/a><br \/>\nPaper: <a href=\"https:\/\/www.nature.com\/articles\/s41597-024-03122-5\" target=\"_blank\" rel=\"noopener\">https:\/\/www.nature.com\/articles\/s41597-024-03122-5<\/a><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<h5>SegPath\u00a0: The largest-scale datasets for the segmentation of cancer histology images<\/h5>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-650 alignleft\" src=\"https:\/\/plaza.umin.ac.jp\/prm\/wordpress\/wp-content\/uploads\/2023\/10\/d02_001.jpg\" alt=\"\" width=\"577\" height=\"259\" \/><\/p>\n<hr \/>\n<p>Project page: <a href=\"https:\/\/dakomura.github.io\/SegPath\/\" target=\"_blank\" rel=\"noopener\">https:\/\/dakomura.github.io\/SegPath\/<\/a><br \/>\nPaper: <a href=\"https:\/\/www.cell.com\/patterns\/fulltext\/S2666-3899(23)00019-3\" target=\"_blank\" rel=\"noopener\">https:\/\/www.cell.com\/patterns\/fulltext\/S2666-3899(23)00019-3<\/a><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<h5>Stomach Encyclopedia: Single-Cell and Spatial Transcriptome dataset of Human Stomach<\/h5>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-651 alignleft\" src=\"https:\/\/plaza.umin.ac.jp\/prm\/wordpress\/wp-content\/uploads\/2023\/10\/d03.jpg\" alt=\"\" width=\"638\" height=\"191\" \/><\/p>\n<hr \/>\n<p>Dataset (CosMx):\u00a0<a href=\"https:\/\/zenodo.org\/records\/8333281\">https:\/\/zenodo.org\/records\/8333281<\/a><\/p>\n<p>Dataset (scRNAseq):<a href=\"https:\/\/data.humancellatlas.org\/explore\/projects\/cfece4d2-f18d-44ad-a46a-42bbcb5cb3b7\">https:\/\/data.humancellatlas.org\/explore\/projects\/cfece4d2-f18d-44ad-a46a-42bbcb5cb3b7<\/a><\/p>\n<p>Paper:\u00a0<a href=\"https:\/\/www.cell.com\/cell-reports\/fulltext\/S2211-1247(23)01248-2\">https:\/\/www.cell.com\/cell-reports\/fulltext\/S2211-1247(23)01248-2<\/a><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<h5>Histology images from uniform tumor regions in TCGA Whole Slide Images<\/h5>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-652 alignleft\" src=\"https:\/\/plaza.umin.ac.jp\/prm\/wordpress\/wp-content\/uploads\/2023\/10\/d04.jpg\" alt=\"\" width=\"681\" height=\"226\" \/><\/p>\n<hr \/>\n<p>Dataset: <a href=\"https:\/\/zenodo.org\/record\/5889558\" target=\"_blank\" rel=\"noopener\">https:\/\/zenodo.org\/record\/5889558<\/a><br \/>\nPaper: <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2211124722001486\" target=\"_blank\" rel=\"noopener\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2211124722001486<\/a><\/p>\n<hr \/>\n<p>\u00a0<br \/>\n<strong>\u25a0Software<\/strong><\/p>\n<h5>Luigi: Large Scale HistoPathological Image Retrieval System<\/h5>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-653 alignleft\" src=\"https:\/\/plaza.umin.ac.jp\/prm\/wordpress\/wp-content\/uploads\/2023\/10\/d05.jpg\" alt=\"\" width=\"667\" height=\"120\" \/><\/p>\n<hr \/>\n<p>Link: <a href=\"https:\/\/luigi-pathology.com\/\" target=\"_blank\" rel=\"noopener\">https:\/\/luigi-pathology.com\/<\/a><br \/>\nPaper: <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2211124722001486\" target=\"_blank\" rel=\"noopener\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2211124722001486<\/a><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<h5>Luigi (iOS version)<\/h5>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-654 alignleft\" src=\"https:\/\/plaza.umin.ac.jp\/prm\/wordpress\/wp-content\/uploads\/2023\/10\/d06.jpg\" alt=\"\" width=\"648\" height=\"200\" \/><\/p>\n<hr \/>\n<p>Link: <a href=\"https:\/\/apps.apple.com\/jp\/app\/luigi\/id1246638302\" target=\"_blank\" rel=\"noopener\">https:\/\/apps.apple.com\/jp\/app\/luigi\/id1246638302<\/a><br \/>\nPaper: <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2211124722001486\" target=\"_blank\" rel=\"noopener\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2211124722001486<\/a><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<h5>deeptexture: Tools for deep texture representation for histology images<\/h5>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-655 alignleft\" src=\"https:\/\/plaza.umin.ac.jp\/prm\/wordpress\/wp-content\/uploads\/2023\/10\/d07.jpg\" alt=\"\" width=\"661\" height=\"280\" \/><\/p>\n<hr \/>\n<p>Github: <a href=\"https:\/\/github.com\/dakomura\/deep_texture_histology\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/dakomura\/deep_texture_histology<\/a><br \/>\nDocument: <a href=\"https:\/\/deep-texture-histology.readthedocs.io\/en\/latest\/\" target=\"_blank\" rel=\"noopener\">https:\/\/deep-texture-histology.readthedocs.io\/en\/latest\/<\/a><br \/>\nPaper: <a href=\"https:\/\/star-protocols.cell.com\/protocols\/2546\" target=\"_blank\" rel=\"noopener\">https:\/\/star-protocols.cell.com\/protocols\/2546<\/a><\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n<h5>Viola: a structural variant signature extractor with user-defined classifications<\/h5>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-656 alignleft\" src=\"https:\/\/plaza.umin.ac.jp\/prm\/wordpress\/wp-content\/uploads\/2023\/10\/d08.jpg\" alt=\"\" width=\"479\" height=\"144\" \/><\/p>\n<hr \/>\n<p>Github: <a href=\"https:\/\/github.com\/dermasugita\/Viola-SV\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/dermasugita\/Viola-SV<\/a><br \/>\nDocument: <a href=\"https:\/\/viola-sv.readthedocs.io\/en\/1.0.x-stable-doc\/\" target=\"_blank\" rel=\"noopener\">https:\/\/viola-sv.readthedocs.io\/en\/1.0.x-stable-doc\/<\/a><br \/>\nPaper: <a href=\"https:\/\/academic.oup.com\/bioinformatics\/article\/38\/2\/540\/6371863\" target=\"_blank\" rel=\"noopener\">https:\/\/academic.oup.com\/bioinformatics\/article\/38\/2\/540\/6371863<\/a><\/p>\n<hr \/>\n","protected":false},"excerpt":{"rendered":"<p>Dataset and Software \u25a0Dataset PLISM: Large-scale histological image datas <span class=\"newsExcerpt\">&#8230;\u7d9a\u304d\u3092\u8aad\u3080<\/span><\/p>\n","protected":false},"author":1,"featured_media":17,"parent":0,"menu_order":970,"comment_status":"closed","ping_status":"closed","template":"tool-dataset.php","meta":{"footnotes":""},"class_list":["post-983","page","type-page","status-publish","has-post-thumbnail","hentry"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - aioseo.com -->\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/plaza.umin.ac.jp\/prm\/tool-dataset\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.2\" \/>\n\t\t<script type=\"application\/ld+json\" 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