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Interpretable deep learning uncovers cellular properties in label-free live cell images that are predictive of highly metastatic melanoma

Assaf Zaritsky, Andrew R. Jamieson, Erik S. Welf, Andres Nevarez, Justin Cillay, Uğur Eskiocak, Brandi L. Cantarel, Gaudenz Danuser

2021Cell Systems98 citationsDOIOpen Access PDF

Topics & Concepts

Artificial intelligenceDeep learningComputer scienceMachine learningMelanomaIn silicoArtificial neural networkIdentification (biology)Process (computing)CellMetastasisBiologyCancerCancer researchMedicineInternal medicineBotanyOperating systemBiochemistryGeneticsGeneCell Image Analysis TechniquesImage Processing Techniques and ApplicationsAI in cancer detection
Interpretable deep learning uncovers cellular properties in label-free live cell images that are predictive of highly metastatic melanoma | Litcius