publicações selecionadas
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artigo académico
- Infant head and brain segmentation from magnetic resonance images using fusion-based deep learning strategies. Multimedia Systems. 2024
- Design optimization of medical robotic systems based on task performance metrics: A feasibility study for robotic guided vascular laser treatments. Journal of Field Robotics. 2024
- Remote Monitoring System of Dynamic Compression Bracing to Correct Pectus Carinatum. Bioengineering. 2023
- A multi-task convolutional neural network for classification and segmentation of chronic venous disorders. Acta Cytologica. 2023
- Study of the compression behavior of functionally graded lattice for customized cranial remodeling orthosis 2022
- A system for the generation of in-car human body pose datasets. Machine Vision and Applications. 2021
- Anthropometric Landmark Detection in 3D Head Surfaces using a Deep Learning Approach. IEEE Journal of Biomedical and Health Informatics. 2020
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artigo de conferência
- Exploring optical flow inclusion into nnU-Net framework for surgical instrument segmentation 2024
- Evaluating unsupervised optical flow for keypoint tracking in laparoscopic videos 2024
- Augmented Synthetic Dataset with Structured Light to Develop Ai-Based Methods for Breast Depth Estimation 2022
- 3D Facial Landmark Localization for cephalometric analysis 2022
- A deep learning method for kidney segmentation in 2D ultrasound images 2022
- Classification of Chronic Venous Disorders using an Ensemble Optimization of Convolutional Neural Networks 2022
- Comparative Analysis of Current Deep Learning Networks for Breast Lesion Segmentation in Ultrasound Images. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology SocIETy, EMBS. 2022
- Deep learning methods for lesion detection on mammography images: a comparative analysis 2022
- Developing a medical training game for visual assessment of head deformities in infants 2021
- Development of a sensor device for measurement of forces in cranial remodeling orthoses 2021
- Automated Generation of Synthetic in-Car Dataset for Human Body Pose Detection 2020
- Top-down human pose estimation with depth images and domain adaptation 2019
- Deep learning-based detection of anthropometric landmarks in 3D infants head models. Proceedings of SPIE. 2019
- Synthetic infant head shapes with deformational plagiocephaly: Concept and 3D model parameterization. IEEE International Conference on Serious Games and Applications for Health. 2019
- Segmentation of kidney and renal collecting system on 3D computed tomography images. IEEE International Conference on Serious Games and Applications for Health. 2018
- Kidney segmentation in 3D CT images using B-Spline Explicit Active Surfaces. IEEE International Conference on Serious Games and Applications for Health. 2016
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artigo de revista
- Characterization of the Workspace and Limits of Operation of Laser Treatments for Vascular Lesions of the Lower Limbs. Bioengineering. 2022
- Anthropometric Landmark Detection in 3D Head Surfaces Using a Deep Learning Approach. IEEE Journal of Biomedical and Health Informatics. 2021
- Kidney Segmentation in 3-D Ultrasound Images Using a Fast Phase-Based Approach. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control. 2021
- A novel multi-atlas strategy with dense deformation field reconstruction for abdominal and thoracic multi-organ segmentation from computed tomography. European Journal of Operational Research. 2018
- Kidney segmentation in ultrasound, magnetic resonance and computed tomography images: A systematic review. Computer Methods and Programs in Biomedicine. 2018
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documento