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Mario Ruediger
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- affiliation: TU Dresden, Children's Hospital, Medical Faculty, Germany
- affiliation: University Hospital Carl Gustav Carus, Department for Neonatology and Pediatric Intensive Care, Dresden, Germany
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2020 – today
- 2024
- [j4]Helena R. Torres, Bruno Oliveira, Pedro Morais
, Anne Fritze, Gabriele Hahn, Mario Rüdiger, Jaime C. Fonseca
Infant head and brain segmentation from magnetic resonance images using fusion-based deep learning strategies. Multim. Syst. 30(2): 71 (2024) - 2022
- [j3]Helena R. Torres, Pedro Morais
A review of image processing methods for fetal head and brain analysis in ultrasound images. Comput. Methods Programs Biomed. 215: 106629 (2022) - [j2]Helena R. Torres
Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities. J. Biomed. Informatics 132: 104121 (2022) - [c4]Helena R. Torres, Pedro Morais
3D Facial Landmark Localization for cephalometric analysis. EMBC 2022: 1016-1019 - [c3]Helena R. Torres, Bruno Oliveira
Fetal head circumference delineation using convolutional neural networks with registration-based ellipse fitting. Image Processing 2022 - 2021
- [j1]Helena R. Torres
Anthropometric Landmark Detection in 3D Head Surfaces Using a Deep Learning Approach. IEEE J. Biomed. Health Informatics 25(7): 2643-2654 (2021)
2010 – 2019
- 2019
- [c2]Helena R. Torres, Bruno Oliveira
Deep learning-based detection of anthropometric landmarks in 3D infants head models. Computer-Aided Diagnosis 2019: 1095034 - [c1]Fernando Veloso
Synthetic infant head shapes with deformational plagiocephaly: concept and 3D model parameterization. SeGAH 2019: 1-7
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