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ORCIDMario 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, João L. Vilaça:
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, Bruno Oliveira, Cahit Birdir, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça:
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, Bruno Oliveira, Pedro Morais, Anne Fritze, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça:
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, Anne Fritze, Bruno Oliveira, Fernando Veloso, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça:
3D Facial Landmark Localization for cephalometric analysis. EMBC 2022: 1016-1019 - [c3]Helena R. Torres, Bruno Oliveira, Pedro Morais, Anne Fritze, Cahit Birdir, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça:
Fetal head circumference delineation using convolutional neural networks with registration-based ellipse fitting. Image Processing 2022 - 2021
- [j1]Helena R. Torres, Pedro Morais, Anne Fritze, Bruno Oliveira, Fernando Veloso, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça:
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, Fernando Veloso, Mario Ruediger, Wolfram Burkhardt, António H. J. Moreira, Nuno Dias, Pedro Morais, Jaime C. Fonseca, João L. Vilaça:
Deep learning-based detection of anthropometric landmarks in 3D infants head models. Computer-Aided Diagnosis 2019: 1095034 - [c1]Fernando Veloso, Helena R. Torres, João Gomes Fonseca, Bruno Oliveira, Mario Ruediger, Gabriele Hahn, António C. M. Pinho, Jorge Correia-Pinto, Pedro Morais, João L. Vilaça:
Synthetic infant head shapes with deformational plagiocephaly: concept and 3D model parameterization. SeGAH 2019: 1-7
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