<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "ilastik: interactive machine learning for (bio)image analysis"^^ . "We present ilastik, an easy-to-use interactive tool that brings machine-learning-based (bio)image analysis to end users without substantial computational expertise. It contains pre-defined workflows for image segmentation, object classification, counting and tracking. Users adapt the workflows to the problem at hand by interactively providing sparse training annotations for a nonlinear classifier. ilastik can process data in up to five dimensions (3D, time and number of channels). Its computational back end runs operations on-demand wherever possible, allowing for interactive prediction on data larger than RAM. Once the classifiers are trained, ilastik workflows can be applied to new data from the command line without further user interaction. We describe all ilastik workflows in detail, including three\r\ncase studies and a discussion on the expected performance."^^ . "2019-09" . . "2019" . "16" . . "Nature Publishing Group"^^ . . . "Nature Methods"^^ . . . "1548710515487091" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "Chong"^^ . "Zhang"^^ . "Chong Zhang"^^ . . "Kemal"^^ . "Eren"^^ . "Kemal Eren"^^ . . "Markus"^^ . "Rudy"^^ . "Markus Rudy"^^ . . "Dominik"^^ . "Kutra"^^ . "Dominik Kutra"^^ . . "Buote"^^ . "Xu"^^ . "Buote Xu"^^ . . "Jaime I"^^ . "Cervantes"^^ . "Jaime I Cervantes"^^ . . "Christoph N."^^ . "Straehle"^^ . "Christoph N. Straehle"^^ . . "Fynn"^^ . "Beuttenmueller"^^ . "Fynn Beuttenmueller"^^ . . "Stuart"^^ . "Berg"^^ . "Stuart Berg"^^ . . "Thorben"^^ . "Kroeger"^^ . "Thorben Kroeger"^^ . . "Carsten"^^ . "Haubold"^^ . "Carsten Haubold"^^ . . "Janez"^^ . "Ales"^^ . "Janez Ales"^^ . . "Ullrich"^^ . "Koethe"^^ . "Ullrich Koethe"^^ . . "Fred A."^^ . "Hamprecht"^^ . "Fred A. Hamprecht"^^ . . "Bernhard X."^^ . "Kausler"^^ . "Bernhard X. Kausler"^^ . . "Thorsten"^^ . "Beier"^^ . "Thorsten Beier"^^ . . "Anna"^^ . "Kreshuk"^^ . "Anna Kreshuk"^^ . . "Adrian"^^ . "Wolny"^^ . "Adrian Wolny"^^ . . "Martin"^^ . "Schiegg"^^ . "Martin Schiegg"^^ . . . . . . "ilastik: interactive machine learning for (bio)image analysis (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "ilastik: interactive machine learning for (bio)image analysis (Other)"^^ . . . . . . "preview.jpg"^^ . . . "ilastik: interactive machine learning for (bio)image analysis (Other)"^^ . . . . . . "medium.jpg"^^ . . . "ilastik: interactive machine learning for (bio)image analysis (Other)"^^ . . . . . . "small.jpg"^^ . . . "ilastik: interactive machine learning for (bio)image analysis (Other)"^^ . . . . . . "indexcodes.txt"^^ . . . "ilastik: interactive machine learning for (bio)image analysis (PDF)"^^ . . . "Berg_ilastik_2020.pdf"^^ . . "HTML Summary of #28283 \n\nilastik: interactive machine learning for (bio)image analysis\n\n" . "text/html" . . . "004 Informatik"@de . "004 Data processing Computer science"@en . . . "570 Biowissenschaften, Biologie"@de . "570 Life sciences"@en . . . "600 Technik, Medizin, angewandte Wissenschaften"@de . "600 Technology (Applied sciences)"@en . .