|Deep machine learning provides state-of-the-art performance in image-based plant phenotyping|
MP Pound, JA Atkinson, AJ Townsend, MH Wilson, M Griffiths, ...
Gigascience 6 (10), gix083, 2017
|Phenotyping pipeline reveals major seedling root growth QTL in hexaploid wheat|
JA Atkinson, LU Wingen, M Griffiths, MP Pound, O Gaju, MJ Foulkes, ...
Journal of Experimental Botany 66 (8), 2283-2292, 2015
|OpenSimRoot: widening the scope and application of root architectural models|
JA Postma, C Kuppe, MR Owen, N Mellor, M Griffiths, MJ Bennett, ...
New Phytologist 215 (3), 1274-1286, 2017
|Shaping 3D root system architecture|
EC Morris, M Griffiths, A Golebiowska, S Mairhofer, J Burr-Hersey, T Goh, ...
Current Biology 27 (17), R919-R930, 2017
|Combining semi-automated image analysis techniques with machine learning algorithms to accelerate large-scale genetic studies|
JA Atkinson, G Lobet, M Noll, PE Meyer, M Griffiths, DM Wells
GigaScience 6 (10), gix084, 2017
|Rhizovision crown: An integrated hardware and software platform for root crown phenotyping|
A Seethepalli, H Guo, X Liu, M Griffiths, H Almtarfi, Z Li, S Liu, A Zare, ...
Plant Phenomics 2020, 3074916, 2020
|Targeting root ion uptake kinetics to increase plant productivity and nutrient use efficiency|
M Griffiths, LM York
Plant Physiology 182 (4), 1854-1868, 2020
|Three Dimensional Root CT Segmentation using Multi-Resolution Encoder-Decoder Networks|
MPP Mohammadreza Soltaninejad, Craig J Sturrock, Marcus Griffiths, Tony P ...
IEEE Transactions on Image Processing, 2020
|Identification of nitrogen-dependent QTL and underlying genes for root system architecture in hexaploid wheat|
M Griffiths, JA Atkinson, LJ Gardiner, R Swarup, MP Pound, MH Wilson, ...
bioRxiv, 591529, 2019
|Iron-sulfur cluster protein NITROGEN FIXATION S-LIKE 1 and its interactor FRATAXIN function in plant immunity|
JP Fonseca, HK Lee, C Boschiero, M Griffiths, S Lee, PX Zhao, L York, ...
Plant Physiology, 2020
|A multiple ion-uptake phenotyping platform reveals shared mechanisms that affect nutrient uptake by maize roots|
M Griffiths, S Roy, H Guo, A Seethepalli, D Huhman, Y Ge, RE Sharp, ...
|Identifying wheat root traits and regulatory genes for nitrogen uptake efficiency|
University of Nottingham, 2018
|Particle Level Set Tracking for Low Resolution X-ray CT Image Data of Plant Root Systems in Soil|
S Mairhofer, TP Pridmore, J Campus, B Atkinson, J Atkinson, M Griffiths, ...