Abraham George Smith

Research output

Research output per year 2020 2022 2024

• 348 Citations
• 20 Journal article
• 1 Ph.D. thesis
• 1 Article in proceedings
• 1 Conference abstract in proceedings
• 1 More
  • 1 Conference abstract in journal

Research output per year

Research output per year

Search results

• 2024

  Automated seminal root angle measurement with corrective annotation

  Smith, A. G., Malinowska, M., Ruud, A. K., Janss, L., Krusell, L., Jensen, J. D. & Asp, T., 2024, In: AoB PLANTS. 16, 5, 11 p., plae046.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

• Deep-learning versus greyscale segmentation of voids in X-ray computed tomography images of filament-wound composites

  Upadhyay, S., George Smith, A., Vandepitte, D., Lomov, S. V., Swolfs, Y. & Mehdikhani, M., 2024, In: Composites Part A: Applied Science and Manufacturing. 177, 107937.

  Research output: Contribution to journal › Journal article › Research › peer-review
  6 Citations (Scopus)

• New interactive machine learning tool for marine image analysis

  Clark, H. P., Smith, A. G., McKay Fletcher, D., Larsson, A. I., Jaspars, M. & De Clippele, L. H., 2024, In: Royal Society Open Science. 11, 5, 23 p., 231678.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  2 Citations (Scopus)

  1 Downloads (Pure)

• Toward improved image-based root phenotyping: Handling temporal and cross-site domain shifts in crop root segmentation models

  Banet, T., Smith, A. G., 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

  Open Access

  File
  4 Citations (Scopus)

  8 Downloads (Pure)

• Variation in forest root image annotation by experts, novices, and AI

  Handy, G., Carter, I., Mackenzie, A. R., Esquivel-Muelbert, A., Smith, A. G., Yaffar, D., Childs, J. & Arnaud, M., 2024, In: Plant Methods. 20, 1, 14 p., 154.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  1 Citation (Scopus)
• 2023

  Interfractional dose accumulation for MR-guided liver SBRT: Variation among algorithms is highly patient- and fraction-dependent

  Wahlstedt, I., Smith, A. G., Andersen, C. E., Behrens, C. P., Nørring Bekke, S., Boye, K., van Overeem Felter, M., Josipovic, M., Petersen, J., Risumlund, S. L., Tascón-Vidarte, J. D., van Timmeren, J. E. & Vogelius, I. R., 2023, In: Radiotherapy and Oncology. 182, 9 p., 109448.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  10 Citations (Scopus)

  20 Downloads (Pure)

• Prediction of Radiation-induced Lymphopenia following Exposure of the Thoracic Region and Associated Risk of Infections and Mortality

  Terrones-Campos, C., Ledergerber, B., Forbes, N., Smith, A. G., Petersen, J., Helleberg, M., Lundgren, J., Specht, L. & Vogelius, I. R., 2023, In: Clinical Oncology. 35, 7, p. e434-e444 11 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  6 Citations (Scopus)

  24 Downloads (Pure)

• 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, A. G., 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

  Open Access

  File
  4 Citations (Scopus)

  13 Downloads (Pure)
• 2022

  Assessing the fine root growth dynamics of Norway spruce manipulated by air humidity and soil nitrogen with deep learning segmentation of smartphone images

  Sell, M., Smith, A. G., Burdun, I., Rohula-Okunev, G., Kupper, P. & Ostonen, I., 2022, In: Plant and Soil. 480, p. 135–150

  Research output: Contribution to journal › Journal article › Research › peer-review
  7 Citations (Scopus)

• Comparing the deep root growth and water uptake of intermediate wheatgrass (Kernza®) to alfalfa

  Clément, C., Sleiderink, J., Svane, S. F., Smith, A. G., Diamantopoulos, E., Dresbøll, D. B. & Thorup-Kristensen, K., 2022, In: Plant and Soil. 472, p. 369–390

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  34 Citations (Scopus)

  43 Downloads (Pure)

• Deep learning with multisite data reveals the lasting effects of soil type, tillage and vegetation history on biopore genesis

  Han, E., Kirkegaard, J. A., White, R., Smith, A. G., Thorup-Kristensen, K., Kautz, T. & Athmann, M., 2022, In: Geoderma. 425, 12 p., 116072.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  7 Citations (Scopus)

  29 Downloads (Pure)

• 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, D. B., Smith, A. G. & Thorup-Kristensen, K., 2022, In: Frontiers in Plant Science. 13, p. 1-15 866288.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  3 Citations (Scopus)

  30 Downloads (Pure)

• Gating has a negligible impact on dose delivered in MRI-guided online adaptive radiotherapy of prostate cancer

  Wahlstedt, I., Andratschke, N., Behrens, C. P., Ehrbar, S., Gabryś, H. S., Schüler, H. G., Guckenberger, M., Smith, A. G., Tanadini-Lang, S., Tascón-Vidarte, J. D., Vogelius, I. R. & van Timmeren, J. E., 2022, In: Radiotherapy and Oncology. 170, p. 205-212

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  18 Citations (Scopus)

  19 Downloads (Pure)

• Relative importance of genotype, gene expression, and DNA methylation on complex traits in perennial ryegrass

  Malinowska, M., Ruud, A. K., Jensen, J., Svane, S. F., Smith, A. G., Bellucci, A., Lenk, I., Nagy, I., Fois, M., Didion, T., Thorup-Kristensen, K., Jensen, C. S. & Asp, T., 2022, In: Plant Genome. 15, 4, 17 p., e20253.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  3 Citations (Scopus)

  22 Downloads (Pure)

• RootPainter: deep learning segmentation of biological images with corrective annotation

  Smith, A. G., Han, E., Petersen, J., Olsen, N. A. F., Giese, C., Athmann, M., Dresbøll, D. B. & Thorup-Kristensen, K., 2022, In: New Phytologist. 236, p. 774-791 18 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  59 Citations (Scopus)

  66 Downloads (Pure)

• RootPainter3D: Interactive-machine-learning enables rapid and accurate contouring for radiotherapy

  Smith, A. G., Petersen, J., Terrones-Campos, C., Berthelsen, A. K., Forbes, N. J., Darkner, S., Specht, L. & Vogelius, I. R., 2022, In: Medical Physics. 49, 1, p. 461-473

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  8 Citations (Scopus)

  26 Downloads (Pure)

• Semifield root phenotyping: Root traits for deep nitrate uptake

  Wacker, T. S., Popovic, O., Olsen, N. A. F., Markussen, B., Smith, A. G., Svane, S. F. & Thorup‐kristensen, K., 2022, In: Plant, Cell and Environment. 45, 3, p. 823-836

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  11 Citations (Scopus)

  46 Downloads (Pure)
• 2021

  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, de Bruijne, M., Ibragimov, B., Petersen, J., Lillholm, M., Middleton, J., Mogensen, S. H., Thorsen-Meyer, H-C., Perner, A., Helleberg, M., Kaas-Hansen, B. S., Bonde, M., Bonde, A., Pai, A., Nielsen, M. & Sillesen, M., 2021, In: Scientific Reports. 11, 1, 12 p., 3246.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  55 Citations (Scopus)

  293 Downloads (Pure)

• Digging roots is easier with AI

  Han, E., Smith, A. G., Kemper, R., White, R., Kirkegaard, J., Thorup-Kristensen, K. & Athmann, M., 2021, In: Journal of Experimental Botany. 72, 13, p. 4680-4690

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  17 Citations (Scopus)

  25 Downloads (Pure)
• 2020

  Segmentation of roots in soil with U-Net

  Smith, A. G., Petersen, J., Selvan, R. & Rasmussen, C. R., 2020, In: Plant Methods. 16, p. 1-15 13.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File
  93 Citations (Scopus)

  216 Downloads (Pure)