Publications
2020, To be continued!
Pre-print A multiple ion-uptake phenotyping platform reveals shared mechanisms that affect nutrient uptake by maize roots Griffiths M, Roy S, Guo H, Seethepalli A, Huhman D, Ge Y, Sharp RE, Fritschi FB, York LM. bioRxiv
Pre-print Identification of nitrogen-dependent QTL and underlying genes for root system architecture in hexaploid wheat Griffiths M, Atkinson JA, Gardiner LJ, Swarup R, Pound MP, Wilson MH, Bennett MJ, Wells DM. bioRxiv
2020 Three Dimensional Root CT Segmentation using Multi-Resolution Encoder-Decoder Networks Soltaninejad M, Sturrock CJ, Griffiths M, Pridmore TP, Pound MP. IEEE Transactions on Image Processing
2020 Targeting root ion uptake kinetics to increase plant productivity and nutrient use efficiency Griffiths M & York LM. Plant Physiology
2020 RhizoVision Crown: An Integrated Hardware and Software Platform for Root Crown Phenotyping Seethepalli A, Guo H, Liu X, Griffiths M, Almtarfi H, Li Z, Liu S, Zare A, Fritschi F, Blancaflor E, Ma X, York LM. Plant Phenomics
2018 Identifying wheat root traits and regulatory genes for nitrogen uptake efficiency Griffiths M, Bennett MJ, Wells DM. PhD Thesis
2017 Shaping 3D root system architecture Morris EC, Griffiths M, Golebiowska A, Mairhofer S, Burr-Hersey J, Goh T, von Wangenheim D, Atkinson B, Sturrock SJ, Lynch JP, Vissenberg K, Ritz K, Wells DM, Mooney SJ, Bennett MJ. Current Biology
2017 Combining semi-automated image analysis techniques with machine learning algorithms to accelerate large scale genetic studies. Atkinson JA, Lobet G, Noll M, Meyer PE, Griffiths M, Wells DM. GigaScience gix084
2017 Deep machine learning provides state-of-the-art performance in image-based plant phenotyping. Pound MP, Atkinson JA, Townsend AJ, Wilson MH, Griffiths M, Jackson AS, Bulat A, Tzimiropoulos G, Wells DM, Murchie EH, Pridmore TP, French AP. GigaScience gix083
2017 OpenSimRoot: widening the scope and application of root architectural models. Postma JA, Kuppe C, Owen MR, Mellor N, Griffiths M, Bennett MJ, Lynch JP, Watt M. New Phytologist 215
2015 Phenotyping pipeline reveals major seedling root growth QTL in hexaploid wheat. Atkinson JA, Wingen LU, Griffiths M, Pound MP, Oorbessy G, Foulkes MJ, Le Gouis J, Griffiths S, Bennett MJ, Julie K, Wells DM. Journal of Experimental Botany 66
Citations
Source: Google Scholar