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Deep Learning and Pathomics Analyses Reveal Cell Nuclei as Important Features for Mutation Prediction of BRAF-Mutated Melanomas

Randie H. Kim, Sofia Nomikou, Nicolas Coudray, George Jour, Zarmeena Dawood, Runyu Hong, Eduardo Esteva, Theodore Sakellaropoulos, Douglas M. Donnelly, Una Moran, Aristides Hatzimemos, Jeffrey S. Weber, Narges Razavian, Iannis Aifantis, David Fenyö, Matija Snuderl, Richard L. Shapiro, Russell S. Berman, Iman Osman, Aristotelis Tsirigos

2021Journal of Investigative Dermatology48 citationsDOIOpen Access PDF

Topics & Concepts

MutationCancer researchBiologyComputational biologyGeneticsGeneCell Image Analysis TechniquesAI in cancer detectionMelanoma and MAPK Pathways
Deep Learning and Pathomics Analyses Reveal Cell Nuclei as Important Features for Mutation Prediction of BRAF-Mutated Melanomas | Litcius