Deep-DM: Deep-driven deformable model for 3D image segmentation using limited data
Torres, Helena R., Oliveira, Bruno, Fritze, Anne, Birdir, Cahit, Rudiger, Mario, Fonseca, Jaime C., Morais, Pedro, Vilaca, Joao L.
Published in IEEE journal of biomedical and health informatics (07.08.2024)
Published in IEEE journal of biomedical and health informatics (07.08.2024)
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Journal Article
Anthropometric Landmarking for Diagnosis of Cranial Deformities: Validation of an Automatic Approach and Comparison with Intra- and Interobserver Variability
Torres, Helena R., Morais, Pedro, Fritze, Anne, Burkhardt, Wolfram, Kaufmann, Maxi, Oliveira, Bruno, Veloso, Fernando, Hahn, Gabriele, Rüdiger, Mario, Fonseca, Jaime C., Vilaça, João L.
Published in Annals of biomedical engineering (01.09.2022)
Published in Annals of biomedical engineering (01.09.2022)
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Journal Article
Infant head and brain segmentation from magnetic resonance images using fusion-based deep learning strategies
Torres, Helena R., Oliveira, Bruno, Morais, Pedro, Fritze, Anne, Hahn, Gabriele, Rüdiger, Mario, Fonseca, Jaime C., Vilaça, João L.
Published in Multimedia systems (01.04.2024)
Published in Multimedia systems (01.04.2024)
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Journal Article
Anthropometric Landmark Detection in 3D Head Surfaces Using a Deep Learning Approach
Torres, Helena R., Morais, Pedro, Fritze, Anne, Oliveira, Bruno, Veloso, Fernando, Rudiger, Mario, Fonseca, Jaime C., Vilaca, Joao L.
Published in IEEE journal of biomedical and health informatics (01.07.2021)
Published in IEEE journal of biomedical and health informatics (01.07.2021)
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Journal Article
Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities
Torres, Helena R., Oliveira, Bruno, Morais, Pedro, Fritze, Anne, Rüdiger, Mario, Fonseca, Jaime C., Vilaça, João L.
Published in Journal of biomedical informatics (01.08.2022)
Published in Journal of biomedical informatics (01.08.2022)
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Journal Article
3D Facial Landmark Localization for cephalometric analysis
Torres, Helena R., Morais, Pedro, Fritze, Anne, Oliveira, Bruno, Veloso, Fernando, Rudiger, Mario, Fonseca, Jaime C., Vilaca, Joao L.
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (2022)
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Conference Proceeding