Article
Learning Cellular Phenotypes through Supervision.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference - 1 Nov 2021
Theissen Helen, Chakraborti Tapabrata, Malacrino Stefano, Sirinukunwattana Korsuk, Royston Daniel, Rittscher Jens
Abstract excerpt
Image-based cell phenotyping is an important and open problem in computational pathology. The two principal challenges are: 1) making the cell cluster properties insensitive to experimental settings (like seed point and feature selection) and 2) ensuring that the phenotypes emerging are biologically relevant and support clinical reporting. To gauge robustness, we first compare the consistency of the phenotypes...
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