Combining semi-automated image analysis techniques with machine learning algorithms to accelerate large scale genetic studies
J. A. Atkinson, G. Lobet, M. Noll, P. E. Meyer, M. Griffiths, D. M. Wells
The paper combines semi-automated image analysis with machine learning to accelerate genetic studies of plant root systems, reducing analysis time by 73% and identifying quantitative trait loci.
bioRxiv · Jun 20, 2017Plant Biology