Abraham George Smith
Postdoc
Image Analysis, Computational Modelling and Geometry
Universitetsparken 1
2100 København Ø
- 2022
- 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
RootPainter: deep learning segmentation of biological images with corrective annotation
Smith, Abraham George, Han, Eusun, Petersen, Jens, Olsen, N. A. F., Giese, C., Athmann, M., Dresbøll, Dorte Bodin & Thorup-Kristensen, Kristian, 2022, In: New Phytologist. 236, p. 774-791 18 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
RootPainter3D: Interactive-machine-learning enables rapid and accurate contouring for radiotherapy
Smith, Abraham George, Petersen, Jens, Terrones-Campos, C., Berthelsen, A. K., Forbes, N. J., Darkner, Sune, Specht, Lena & Vogelius, I. R., 2022, In: Medical Physics. 49, 1, p. 461-473Research output: Contribution to journal › Journal article › Research › peer-review
- Published
Semifield root phenotyping: Root traits for deep nitrate uptake
Wacker, Tomke Susanne, Popovic, Olga, Olsen, N. A. F., Markussen, Bo, Smith, Abraham George, Svane, Simon Fiil & Thorup-Kristensen, Kristian, 2022, In: Plant, Cell and Environment. 45, 3, p. 823-836Research output: Contribution to journal › Journal article › Research › peer-review
- 2023
- 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
- Published
Deep-Learning Image Segmentation with Corrective Annotation
Smith, Abraham George, 2023, Department of Computer Science, University of Copenhagen. 135 p.Research output: Book/Report › Ph.D. thesis › Research
- Published
Interfractional dose accumulation for MR-guided liver SBRT: Variation among algorithms is highly patient- and fraction-dependent
Wahlstedt, I., Smith, Abraham George, Andersen, C. E., Behrens, C. P., Nørring Bekke, S., Boye, K., van Overeem Felter, M., Josipovic, Mirjana, Petersen, Jens, Risumlund, S. L., Tascón-Vidarte, J. D., van Timmeren, J. E. & Vogelius, Ivan R. , 2023, In: Radiotherapy and Oncology. 182, 9 p., 109448.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
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, Abraham George, Petersen, Jens, Helleberg, Marie, Lundgren, Jens, Specht, Lena & Vogelius, Ivan R. , 2023, In: Clinical Oncology. 35, 7, p. e434-e444 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
- Published
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
- 2024
- Published
Deep-learning versus greyscale segmentation of voids in X-ray computed tomography images of filament-wound composites
Upadhyay, S., Smith, Abraham George, 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
ID: 202363390
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238
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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
Published -
182
downloads
Segmentation of roots in soil with U-Net
Research output: Contribution to journal › Journal article › Research › peer-review
Published -
46
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RootPainter: deep learning segmentation of biological images with corrective annotation
Research output: Contribution to journal › Journal article › Research › peer-review
Published