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QuPath: Open source software for digital pathology image analysis.

Peter BankheadMaurice B LoughreyJosé A FernándezYvonne DombrowskiDarragh G McArtPhilip D DunneStephen McQuaidRonan T GrayLiam J MurrayHelen G ColemanJacqueline A JamesManuel Salto-TellezPeter W Hamilton
Published in: Scientific reports (2017)
QuPath is new bioimage analysis software designed to meet the growing need for a user-friendly, extensible, open-source solution for digital pathology and whole slide image analysis. In addition to offering a comprehensive panel of tumor identification and high-throughput biomarker evaluation tools, QuPath provides researchers with powerful batch-processing and scripting functionality, and an extensible platform with which to develop and share new algorithms to analyze complex tissue images. Furthermore, QuPath's flexible design makes it suitable for a wide range of additional image analysis applications across biomedical research.
Keyphrases
  • high throughput
  • deep learning
  • machine learning
  • data analysis
  • single cell
  • optical coherence tomography
  • solid state
  • low cost
  • bioinformatics analysis
  • anaerobic digestion