{"version":1,"kind":"Article","sha256":"","slug":"707","location":"","dependencies":[],"doi":"10.54294/1vixgg","thumbnail":"https://pub.desci.com/ipfs/bafkreib3hubrxlo44bpyfunp6s3zktyqr5j5umpe6ngps4lbx6w55fu2ee","frontmatter":{"title":"Introducing Dice, Jaccard, and Other Label Overlap Measures To ITK","abstract":"Although the KappaStatisticImageToImageMetric can be used to obtain the Dice metric (or mean overlap), there are other related measurements that are useful for evaluating results derived from various image analysis tasks. These measures include the target overlap, union overlap (or Jaccard coefficient), and false positive/negative errors. There are also related measures for multilabeled images. The class included with this submission, the itkLabelOverlapMeasuresImageFilter, is meant to provide an easy mechanism for calculating such measures.","license":"You are licensing your work to Kitware Inc. under the\nCreative Commons Attribution License Version 3.0.\n\nKitware Inc. agrees to the following:\n\nKitware is free\n * to copy, distribute, display, and perform the work\n * to make derivative works\n * to make commercial use of the work\n\nUnder the following conditions:\n\\\"by Attribution\\\" - Kitware must attribute the work in the manner specified by the author or licensor.\n\n * For any reuse or distribution, they must make clear to others the license terms of this work.\n * Any of these conditions can be waived if they get permission from the copyright holder.\n\nYour fair use and other rights are in no way affected by the above.\n\nThis is a human-readable summary of the Legal Code (the full license) available at\nhttp://creativecommons.org/licenses/by/3.0/legalcode","keywords":["Jaccard","Dice","overlap"],"authors":[{"name":"Tustison, Nicholas","email":"ntustison@gmail.com","affiliations":[],"corresponding":true},{"name":"Gee, James","email":"gee@mail.med.upenn.edu","affiliations":[]}],"date_submitted":"2009-12-03 13:47:12","external_publication_id":707,"revision_cids":["bafkreiezgdogoovbb74ckuf7xfyftgxqlca2b67siyy7z7m4ap4czdug2a"],"github":"https://github.com/midas-journal/midas-journal-707.git","thumbnail":"https://pub.desci.com/ipfs/bafkreib3hubrxlo44bpyfunp6s3zktyqr5j5umpe6ngps4lbx6w55fu2ee"},"mdast":{"type":"root"},"downloads":[{"url":"https://ipfs.desci.com/ipfs/bafkreifyxksdvhnt27c2l5wmuaofwojoyiqxk6yiyhr6mlqux4xlkfksci","title":"root/comments.md","filename":"comments.md","extra":{"size_bytes":350,"type":"file"}},{"url":"https://ipfs.desci.com/ipfs/bafkreiau4xov34rmzztxsgkxqrg2q6bqarcebhrz5idjrsdvrvtaqpx27i","title":"root/insight-journal-metadata.json","filename":"insight-journal-metadata.json","extra":{"size_bytes":3451,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreiayhicz3y3o6nzlijr2i3ibclvi557i4t2vcw244cya6kmo5oguoa","title":"root/code/Source/CMakeLists.txt","filename":"CMakeLists.txt","extra":{"size_bytes":1015,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreidgdiyf4ylxuq5uv3ihismbqayzscgcc55eceo3hzbrzi262frhle","title":"root/code/Source/itkLabelOverlapMeasuresImageFilter.h","filename":"itkLabelOverlapMeasuresImageFilter.h","extra":{"size_bytes":6719,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreicfriztzzjwvm436lyhpexhhu67bb4dzjwxi45dexsq4f437anp7u","title":"root/code/Source/itkLabelOverlapMeasuresImageFilter.txx","filename":"itkLabelOverlapMeasuresImageFilter.txx","extra":{"size_bytes":13570,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreidpjfwgmcqyd2lh7jbylrtfbaerc5cccumxt5oqh6uuquk2trireq","title":"root/code/Source/itkLabelOverlapMeasuresImageFilterTest.cxx","filename":"itkLabelOverlapMeasuresImageFilterTest.cxx","extra":{"size_bytes":3457,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreigvn5oqo4nq2wr6ri2w3rewjebnyh4nac65lrjlpnfscibglg6ylm","title":"root/code/Source/sourceImage.nii.gz","filename":"sourceImage.nii.gz","extra":{"size_bytes":716,"type":"file"}},{"url":"https://pub.desci.com/ipfs/bafkreic3tjfw7w3322yrhbepg55iyii24f2ldjkx5sjxvffr7adyvbmtz4","title":"root/code/Source/targetImage.nii.gz","filename":"targetImage.nii.gz","extra":{"size_bytes":571,"type":"file"}},{"url":"https://dweb.link/ipfs/bafkreid2ojcckgrk6ufkrbogzu45in6keg7zay25qahj4r4wiyy52sdymq","title":"root/article.pdf","filename":"article.pdf","extra":{"size_bytes":195013,"type":"file"}}],"references":{"cite":{"order":[]},"data":{}}}