Abraham George Smith
Postdoc
Image Analysis, Computational Modelling and Geometry
Universitetsparken 1
2100 København Ø
- Published
Toward improved image-based root phenotyping: Handling temporal and cross-site domain shifts in crop root segmentation models
Banet, T., Smith, Abraham George, McGrail, R., McNear, D. H. & Poffenbarger, H., 2024, In: Plant Phenome Journal. 7, 1, 11 p., e20094.Research output: Contribution to journal › Journal article › Research › peer-review
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Semantic segmentation of plant roots from RGB (mini-) rhizotron images—generalisation potential and false positives of established methods and advanced deep-learning models
Baykalov, P., Bussmann, B., Nair, R., Smith, Abraham George, Bodner, G., Hadar, O., Lazarovitch, N. & Rewald, B., 2023, In: Plant Methods. 19, 1, 15 p., 122.Research output: Contribution to journal › Journal article › Research › peer-review
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Dynamics of Deep Water and N Uptake of Oilseed Rape (Brassica napus L.) Under Varied N and Water Supply
Chen, G., Rasmussen, C. R., Dresbøll, Dorte Bodin, Smith, Abraham George & Thorup-Kristensen, Kristian, 2022, In: Frontiers in Plant Science. 13, p. 1-15 866288.Research output: Contribution to journal › Journal article › Research › peer-review
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Comparing the deep root growth and water uptake of intermediate wheatgrass (Kernza®) to alfalfa
Clément, C., Sleiderink, J., Svane, Simon Fiil, Smith, Abraham George, Diamantopoulos, E., Dresbøll, Dorte Bodin & Thorup-Kristensen, Kristian, 2022, In: Plant and Soil. 472, p. 369–390Research output: Contribution to journal › Journal article › Research › peer-review
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Digging roots is easier with AI
Han, Eusun, Smith, Abraham George, Kemper, R., White, R., Kirkegaard, J., Thorup-Kristensen, Kristian & Athmann, M., 2021, In: Journal of Experimental Botany. 72, 13, p. 4680-4690Research output: Contribution to journal › Journal article › Research › peer-review
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Deep learning with multisite data reveals the lasting effects of soil type, tillage and vegetation history on biopore genesis
Han, Eusun, Kirkegaard, J. A., White, R., Smith, Abraham George, Thorup-Kristensen, Kristian, Kautz, T. & Athmann, M., 2022, In: Geoderma. 425, 12 p., 116072.Research output: Contribution to journal › Journal article › Research › peer-review
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Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients
Jimenez-Solem, E., Petersen, T. S., Hansen, C., Hansen, C., Lioma, C., Igel, C., Boomsma, W., Krause, O., Lorenzen, S., Selvan, R., Petersen, J., Nyeland, M. E., Ankarfeldt, M. Z., Virenfeldt, G. M., Winther-Jensen, M., Linneberg, A., Ghazi, M. M., Detlefsen, N., Lauritzen, A. D., Smith, A. G. & 15 others, , 2021, In: Scientific Reports. 11, 1, 12 p., 3246.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Relative importance of genotype, gene expression, and DNA methylation on complex traits in perennial ryegrass
Malinowska, M., Ruud, A. K., Jensen, J., Svane, Simon Fiil, Smith, Abraham George, Bellucci, A., Lenk, I., Nagy, I., Fois, M., Didion, T., Thorup-Kristensen, Kristian, Jensen, C. S. & Asp, T., 2022, In: Plant Genome. 15, 4, 17 p., e20253.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Deep-Learning Detection of Cracks in In-Situ Computed Tomograms of Nano-Engineered Composites
Mehdikhani, M., Upadhyay, S., Soete, J., Swolfs, Y., Smith, Abraham George, Aravand, M. A., Liotta, A. H., Wicks, S. S., Wardle, B. L., Lomov, S. V. & Gorbatikh, L., 2022, Proceedings of the American Society for Composites - 37th Technical Conference, ASC 2022. Zhupanska, O. & Madenci, E. (eds.). DEStech Publications, Inc.Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Research › peer-review
- Published
Damage identification in 4D images of a nano-engineered composite via a deep-learning tool
Mehdikhani, M., Upadhyay, S., Soete, J., Swolfs, Y., Smith, Abraham George, Ali Aravand, M., Liotta, A. H., Wicks, S. S., Wardle, B. L., Lomov, S. V. & Gorbatikh, L., 2023, Proceedings of 23rd International Conference on Composite Materials, ICCM 2023. Falzon, B. & McCarthy, C. (eds.). Queen's University Belfast, 547Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research
ID: 202363390
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Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients
Research output: Contribution to journal › Journal article › Research › peer-review
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Segmentation of roots in soil with U-Net
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48
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RootPainter: deep learning segmentation of biological images with corrective annotation
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