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Abraham George Smith
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Segmentation of roots in soil with U-Net
AG Smith, J Petersen, R Selvan, CR Rasmussen
Plant Methods 16 (1), 13, 2020
1172020
RootPainter: deep learning segmentation of biological images with corrective annotation
AG Smith, E Han, J Petersen, NAF Olsen, C Giese, M Athmann, ...
New Phytologist 236 (2), 774-791, 2022
952022
Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients
E Jimenez-Solem, TS Petersen, C Hansen, C Hansen, C Lioma, C Igel, ...
Scientific reports 11 (1), 3246, 2021
802021
Comparing the deep root growth and water uptake of intermediate wheatgrass (Kernza®) to alfalfa
C Clément, J Sleiderink, SF Svane, AG Smith, E Diamantopoulos, ...
Plant and Soil 472 (1), 369-390, 2022
332022
Digging roots is easier with AI
E Han, AG Smith, R Kemper, R White, JA Kirkegaard, ...
Journal of experimental botany 72 (13), 4680-4690, 2021
232021
Gating has a negligible impact on dose delivered in MRI-guided online adaptive radiotherapy of prostate cancer
I Wahlstedt, N Andratschke, CP Behrens, S Ehrbar, HS Gabryś, ...
Radiotherapy and Oncology 170, 205-212, 2022
182022
RootPainter3D: Interactive‐machine‐learning enables rapid and accurate contouring for radiotherapy
AG Smith, J Petersen, C Terrones‐Campos, AK Berthelsen, NJ Forbes, ...
Medical Physics 49 (1), 461-473, 2022
132022
Semifield root phenotyping: root traits for deep nitrate uptake
TS Wacker, O Popovic, NAF Olsen, B Markussen, AG Smith, SF Svane, ...
Plant, Cell & Environment 45 (3), 823-836, 2022
102022
RootPainter: Deep Learning Segmentation of Biological Images with Corrective Annotation. bioRxiv: 1–16
AG Smith, E Han, J Petersen
72020
Interfractional dose accumulation for MR-guided liver SBRT: Variation among algorithms is highly patient-and fraction-dependent
I Wahlstedt, AG Smith, CE Andersen, CP Behrens, SN Bekke, K Boye, ...
Radiotherapy and Oncology 182, 109448, 2023
62023
Deep learning with multisite data reveals the lasting effects of soil type, tillage and vegetation history on biopore genesis
E Han, JA Kirkegaard, R White, AG Smith, K Thorup-Kristensen, T Kautz, ...
Geoderma 425, 116072, 2022
62022
Prediction of radiation-induced lymphopenia following exposure of the thoracic region and associated risk of infections and mortality
C Terrones-Campos, B Ledergerber, N Forbes, AG Smith, J Petersen, ...
Clinical Oncology 35 (7), e434-e444, 2023
42023
Assessing the fine root growth dynamics of Norway spruce manipulated by air humidity and soil nitrogen with deep learning segmentation of smartphone images
M Sell, AG Smith, I Burdun, G Rohula-Okunev, P Kupper, I Ostonen
Plant and Soil 480 (1), 135-150, 2022
42022
Relative importance of genotype, gene expression, and DNA methylation on complex traits in perennial ryegrass
M Malinowska, AK Ruud, J Jensen, SF Svane, AG Smith, A Bellucci, ...
The Plant Genome 15 (4), e20253, 2022
32022
Localise to segment: crop to improve organ at risk segmentation accuracy
AG Smith, D Kutnár, IR Vogelius, S Darkner, J Petersen
arXiv preprint arXiv:2304.04606, 2023
22023
Comparing the deep root growth and water uptake of intermediate wheatgrass (Kernza®) to alfalfa
C Corentin, S Joost, SF Svane, AG Smith, D Efstathios, DD Bodin, ...
Plant and Soil 472 (1-2), 369-390, 2022
22022
Data for paper’Segmentation of Roots in Soil with U-Net’
AG Smith, J Petersen, R Selvan, CR Rasmussen
Zenodo, 2019
22019
Toward improved image‐based root phenotyping: Handling temporal and cross‐site domain shifts in crop root segmentation models
T Banet, AG Smith, R McGrail, DH McNear Jr, H Poffenbarger
The Plant Phenome Journal 7 (1), e20094, 2024
12024
Deep-learning versus greyscale segmentation of voids in X-ray computed tomography images of filament-wound composites
S Upadhyay, AG Smith, D Vandepitte, SV Lomov, Y Swolfs, M Mehdikhani
Composites Part A: Applied Science and Manufacturing 177, 107937, 2024
12024
Corrective-annotation auto-completion enables faster organ contouring
A Smith, J Petersen, I Wahlstedt, SL Risumlund, MVO Felter, VN Hansen, ...
Radiotherapy and Oncology 170, S38-S39, 2022
12022
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