Abraham George Smith
Postdoc
Image Analysis, Computational Modelling and Geometry
Universitetsparken 1
2100 København Ø
- 2022
- 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, O., 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
- Published
Gating has small impact on dose to OARs and PTV coverage in MR-guided daily ART of prostate cancer
Wahlstedt, I., Andratschke, N., Behrens, C. P., Ehrbar, S., Gabrys, H. S., Schueler, H. G., Guckenberger, M., Smith, Abraham George, Tanadini-Lang, S., Tascon-Vidarte, J. D., Vogelius, Ivan R. & van Timmeren, J. E., 2022, In: Radiotherapy and Oncology. 170, p. S15-S16Research output: Contribution to journal › Conference abstract in journal › Research › peer-review
- Published
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, Abraham George, Tanadini-Lang, S., Tascón-Vidarte, J. D., Vogelius, Ivan R. & van Timmeren, J. E., 2022, In: Radiotherapy and Oncology. 170, p. 205-212Research output: Contribution to journal › Journal article › Research › peer-review
- 2023
- 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
- 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
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
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
- 2024
- 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
ID: 202363390
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246
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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 -
189
downloads
Segmentation of roots in soil with U-Net
Research output: Contribution to journal › Journal article › Research › peer-review
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49
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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