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Feature-driven local cell graph (FLocK): New computational pathology-based descriptors for prognosis of lung cancer and HPV status of oropharyngeal cancers

Cheng Lu, Can Koyuncu, Germán Corredor, Prateek Prasanna, Patrick Leo, Xiangxue Wang, Andrew Janowczyk, Kaustav Bera, James Lewis, Vamsidhar Velcheti, Anant Madabhushi

2020Medical Image Analysis63 citationsDOIOpen Access PDF

Topics & Concepts

Discriminative modelFlockLinear discriminant analysisArtificial intelligenceGraphPattern recognition (psychology)Lung cancerPathologyBiologyMathematicsComputer scienceMedicineCombinatoricsPaleontologyAI in cancer detectionRadiomics and Machine Learning in Medical ImagingImage Retrieval and Classification Techniques
Feature-driven local cell graph (FLocK): New computational pathology-based descriptors for prognosis of lung cancer and HPV status of oropharyngeal cancers | Litcius