{"id":96,"date":"2020-03-24T10:47:00","date_gmt":"2020-03-24T10:47:00","guid":{"rendered":"https:\/\/mri.sbollmann.net\/index.php\/2020\/03\/24\/overview-of-quantitative-susceptibility-mapping-using-deep-learning-current-status-challenges-and-opportunities\/"},"modified":"2020-06-01T01:40:33","modified_gmt":"2020-06-01T01:40:33","slug":"overview-of-quantitative-susceptibility-mapping-using-deep-learning-current-status-challenges-and-opportunities","status":"publish","type":"post","link":"https:\/\/mri.sbollmann.net\/index.php\/2020\/03\/24\/overview-of-quantitative-susceptibility-mapping-using-deep-learning-current-status-challenges-and-opportunities\/","title":{"rendered":"Overview of quantitative susceptibility mapping using deep learning: Current status, challenges and opportunities"},"content":{"rendered":"\n<p>NMR in Biomedicine published our special issue review article, summarising and discussing the recent developments in deep learning QSM.<\/p>\n\n\n\n<p>The paper is here: <a rel=\"noreferrer noopener\" href=\"https:\/\/onlinelibrary.wiley.com\/doi\/abs\/10.1002\/nbm.4292\" target=\"_blank\">https:\/\/onlinelibrary.wiley.com\/doi\/abs\/10.1002\/nbm.4292<\/a><\/p>\n\n\n\n<p>The preprint is here: <a href=\"https:\/\/arxiv.org\/abs\/1912.05410\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arxiv.org\/abs\/1912.05410<\/a><\/p>\n\n\n\n<p>We also created a github repository collecting implementations of deep learning QSM algorithms that we are keeping updated regularly: <a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/dlQSM\/dlQSM\" target=\"_blank\">https:\/\/github.com\/dlQSM\/dlQSM<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"672\" height=\"831\" src=\"https:\/\/mri.sbollmann.net\/wp-content\/uploads\/2020\/06\/image.png\" alt=\"\" class=\"wp-image-101\" srcset=\"https:\/\/mri.sbollmann.net\/wp-content\/uploads\/2020\/06\/image.png 672w, https:\/\/mri.sbollmann.net\/wp-content\/uploads\/2020\/06\/image-243x300.png 243w\" sizes=\"auto, (max-width: 672px) 100vw, 672px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>NMR in Biomedicine published our special issue review article, summarising and discussing the recent developments in deep learning QSM. The paper is here: https:\/\/onlinelibrary.wiley.com\/doi\/abs\/10.1002\/nbm.4292 The preprint is here: https:\/\/arxiv.org\/abs\/1912.05410 We also created a github repository collecting implementations of deep learning QSM algorithms that we are keeping updated regularly: https:\/\/github.com\/dlQSM\/dlQSM<\/p>\n","protected":false},"author":1,"featured_media":101,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6,13,14],"tags":[],"class_list":["post-96","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-deep-learning","category-publications","category-quantitative-susceptibility-mapping"],"jetpack_featured_media_url":"https:\/\/mri.sbollmann.net\/wp-content\/uploads\/2020\/06\/image.png","_links":{"self":[{"href":"https:\/\/mri.sbollmann.net\/index.php\/wp-json\/wp\/v2\/posts\/96","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mri.sbollmann.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mri.sbollmann.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mri.sbollmann.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mri.sbollmann.net\/index.php\/wp-json\/wp\/v2\/comments?post=96"}],"version-history":[{"count":2,"href":"https:\/\/mri.sbollmann.net\/index.php\/wp-json\/wp\/v2\/posts\/96\/revisions"}],"predecessor-version":[{"id":103,"href":"https:\/\/mri.sbollmann.net\/index.php\/wp-json\/wp\/v2\/posts\/96\/revisions\/103"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mri.sbollmann.net\/index.php\/wp-json\/wp\/v2\/media\/101"}],"wp:attachment":[{"href":"https:\/\/mri.sbollmann.net\/index.php\/wp-json\/wp\/v2\/media?parent=96"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mri.sbollmann.net\/index.php\/wp-json\/wp\/v2\/categories?post=96"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mri.sbollmann.net\/index.php\/wp-json\/wp\/v2\/tags?post=96"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}