Joint reconstruction and classification of tumor cells and cell interactions in melanoma tissue sections with synthesized training data.

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作者： Alexander,Effland ^[1] ; Erich,Kobler ^[2] ; Anne,Brandenburg ^[3] ; Teresa,Klatzer ^[2] ; Leonie,Neuhäuser ^[4] ; Michael,Hölzel ^[5] ; Jennifer,Landsberg ^[3] ; Thomas,Pock ^[2] ; Martin,Rumpf ^[4]

作者单位： Institute for Numerical Simulation, University of Bonn, Bonn, Germany. alexander.effland@ins.uni-bonn.de. ^[1] Institute of Computer Graphics and Vision, Graz University of Technology, Graz, Austria. ^[2] Department of Dermatology and Allergy, University of Bonn, Bonn, Germany. ^[3] Institute for Numerical Simulation, University of Bonn, Bonn, Germany. ^[4] Institute of Clinical Chemistry and Clinical Pharmacology, University of Bonn, Bonn, Germany. ^[5]

关键词 Digital pathology Image reconstruction and classification Nuclei detection Tumor immune cell interaction Variational networks

主题词算法(Algorithms);细胞间通讯(Cell Communication);细胞核(Cell Nucleus);人类(Humans);黑色素瘤(Melanoma);模型, 理论(Models, Theoretical)

DOI 10.1007/s11548-019-01919-z

PMID 30779021

发布时间 2020-02-25

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