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EpiDiP/NanoDiP: a Versatile Unsupervised Machine Learning Edge Computing Platform for Epigenomic Tumour Diagnostics

Jürgen Hench,Claus Hultschig, Jon Brugger,Luigi Mariani,Raphael Guzman,Jehuda Soleman,Severina Leu,Miles Benton, Irenäus Maria Stec,Ivana Bratic Hench,Per Hoffmann,Patrick Harter,Katharina J Weber,Anne Albers,Christian Thomas,Martin Hasselblatt,Ulrich Schüller,Lisa Restelli,David Capper,Ekkehard Hewer,Joachim Diebold,Danijela Kolenc,Ulf C. Schneider,Elisabeth Rushing,Rosa della Monica,Lorenzo Chiariotti,Martin Sill,Daniel Schrimpf,Andreas von Deimling,Felix Sahm,Christian Kölsche,Markus Tolnay,Stephan Frank

Acta Neuropathologica Communications（2024）

Cited 2|Views49
Key words
Digital pathology,Tumour,Oncology,Methylation,Methylome,Unsupervised machine learning,Artificial intelligence,Same-day classification,Intraoperative,UMAP,Dimension reduction,Nanopore sequencing,Microarray,Methylation sequencing,Epigenetics,Copy number profiling,Edge computing,gpGPU,SoC,Cryptocurrency miner
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