publicações selecionadas
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artigo académico
- Body Fluid Collection Devices for Ostomy Patients: A Review. Healthcare. 2024
- 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. Buildings. 2023
- A multi-task convolutional neural network for classification and segmentation of chronic venous disorders. Acta Cytologica. 2023
- Characterization of the Workspace and Limits of Operation of Laser Treatments for Vascular Lesions of the Lower Limbs. Buildings. 2022
- Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities. Journal of Biomedical Informatics. 2022
- Study of the compression behavior of functionally graded lattice for customized cranial remodeling orthosis. Journal of the Mechanical Behavior of Biomedical Materials. 2022
- A review of image processing methods for fetal head and brain analysis in ultrasound images. Computer Methods and Programs in Biomedicine. 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. 2021
- Kidney Segmentation in 3-D Ultrasound Images Using a Fast Phase-Based Approach. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control. 2021
- Anthropometric Landmark Detection in 3D Head Surfaces using a Deep Learning Approach. IEEE Journal of Biomedical and Health Informatics. 2020
- Kidney Segmentation in Three-Dimensional Ultrasound Images using a Fast Phase-based Approach. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control. 2020
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artigo de conferência
- Synthetic Data Generation Using Machine Learning Algorithms for Enhanced Type 2 Diabetes Prediction 2025
- Exploring optical flow inclusion into nnU-Net framework for surgical instrument segmentation 2024
- Evaluating unsupervised optical flow for keypoint tracking in laparoscopic videos 2024
- Deep Learning Networks for Breast Lesion Classification in Ultrasound Images: A Comparative Study. Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology SocIETy. 2023
- Dual consistency loss for contour-aware segmentation in medical images. Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology SocIETy. 2023
- Robust 3D breast reconstruction based on monocular images and artificial intelligence for robotic guided oncological interventions. Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology SocIETy. 2023
- 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. Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology SocIETy. 2022
- Comparative Analysis of Current Deep Learning Networks for Breast Lesion Segmentation in Ultrasound Images. Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology SocIETy. 2022
- Deep learning methods for lesion detection on mammography images: a comparative analysis 2022
- Fetal head circumference delineation using convolutional neural networks with registration-based ellipse fitting. Proceedings of SPIE-OSA Biomedical Optics. 2022
- 3D Facial Landmark Localization for cephalometric analysis. Proceedings of Annual International Conference of the IEEE Engineering in Medicine and Biology SocIETy. 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
- Developing a medical training game for visual assessment of head deformities in infants. IEEE International Conference on Serious Games and Applications for Health. 2021
- Automated Generation of Synthetic in-Car Dataset for Human Body Pose Detection 2020
- 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
- Synthetic infant head shapes with deformational plagiocephaly: concept and 3D model parameterization 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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