Mice, Mutant Strains

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Prospective identification of hematopoietic lineage choice by deep learning.

Nature methods Feb 20, 2017
Differentiation alters molecular properties of stem and progenitor cells, leading to changes in their shape and movement characteristics. We present a deep neural network that prospectively predicts lineage choice in differentiating primary hematopoi...
Neural Networks, Computer Machine Learning Biomarkers Animals Male Image Processing, Computer-Assisted Area Under Curve Cell Differentiation Trans-Activators Cell Lineage Proto-Oncogene Proteins Hematopoietic Stem Cells Gene Knock-In Techniques Mice, Mutant Strains Time-Lapse Imaging
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