João L. Vilaça
Orcid: 0000-0002-4196-5357
According to our database1,
João L. Vilaça
authored at least 102 papers
between 2010 and 2024.
Collaborative distances:
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Bibliography
2024
Infant head and brain segmentation from magnetic resonance images using fusion-based deep learning strategies.
Multim. Syst., April, 2024
Medical Image Anal., January, 2024
Design optimization of medical robotic systems based on task performance metrics: A feasibility study for robotic guided vascular laser treatments.
J. Field Robotics, January, 2024
Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation.
CoRR, 2024
2023
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.
Medical Image Anal., October, 2023
Medical Image Anal., August, 2023
Medical Image Anal., May, 2023
Sensors, 2023
A Review on Full Immersive Head-Mounted Virtual Reality Assisted Physiotherapy in Upper Limbs Rehabilitation.
Proceedings of the 11th IEEE International Conference on Serious Games and Applications for Health, 2023
A Comparative Study of Deep Learning Methods for Multi-Class Semantic Segmentation of 2D Kidney Ultrasound Images.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Comparative analysis of deep learning methods for lesion detection on full screening mammography.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Deep Learning Networks for Breast Lesion Classification in Ultrasound Images: A Comparative Study.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Deep learning networks in the segmentation of the left atrial appendage in 2D ultrasound: A comparative analysis.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Robust 3D breast reconstruction based on monocular images and artificial intelligence for robotic guided oncological interventions.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Classification of Continuous ECG Segments - Performance Analysis of a Deep Learning Model.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
2022
Characterization of the Workspace and Limits of Operation of Laser Treatments for Vascular Lesions of the Lower Limbs.
Sensors, 2022
Rapid artificial intelligence solutions in a pandemic - The COVID-19-20 Lung CT Lesion Segmentation Challenge.
Medical Image Anal., 2022
Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities.
J. Biomed. Informatics, 2022
A review of image processing methods for fetal head and brain analysis in ultrasound images.
Comput. Methods Programs Biomed., 2022
Automated segmentation of normal and diseased coronary arteries - The ASOCA challenge.
Comput. Medical Imaging Graph., 2022
AI-Based Pill Detection and Deblistering Spot Finder System for Smart Medication Dispenser.
Proceedings of the 2022 IEEE 10th International Conference on Serious Games and Applications for Health(SeGAH), 2022
Proceedings of the 2022 IEEE 10th International Conference on Serious Games and Applications for Health(SeGAH), 2022
ECG classification using Artificial Intelligence: Model Optimization and Robustness Assessment.
Proceedings of the 2022 IEEE 10th International Conference on Serious Games and Applications for Health(SeGAH), 2022
Fetal head circumference delineation using convolutional neural networks with registration-based ellipse fitting.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
3D segmentation of the left atrial appendage in computed tomography for planning of transcatheter occlusion.
Proceedings of the Medical Imaging 2022: Image-Guided Procedures, 2022
Proceedings of the IECON 2022, 2022
Augmented Synthetic Dataset with Structured Light to Develop Ai-Based Methods for Breast Depth Estimation.
Proceedings of the 9th International Conference on Bioinformatics Research and Applications, 2022
Proceedings of the 9th International Conference on Bioinformatics Research and Applications, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Analysis of Current Deep Learning Networks for Semantic Segmentation of Anatomical Structures in Laparoscopic Surgery.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Deep learning methods for lesion detection on mammography images: a comparative analysis.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Classification of Chronic Venous Disorders using an Ensemble Optimization of Convolutional Neural Networks.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Comparative Analysis of Current Deep Learning Networks for Breast Lesion Segmentation in Ultrasound Images.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Feasibility Study on Automatic Surgical Phase Identification based on Speech Recognition for Laparoscopic Prostatectomy.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Ultrasound training simulator using augmented reality glasses: an accuracy and precision assessment study.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Care Cycle to Prevent and Treat a Breast Tumour: Where is The Opportunity for Technology to Cut Health Costs?
Proceedings of the CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2022
2021
Anthropometric Landmark Detection in 3D Head Surfaces Using a Deep Learning Approach.
IEEE J. Biomed. Health Informatics, 2021
Development of a sensor device for measurement of forces in cranial remodeling orthoses.
Proceedings of the 9th IEEE International Conference on Serious Games and Applications for Health, 2021
Proceedings of the 9th IEEE International Conference on Serious Games and Applications for Health, 2021
Developing a medical training game for visual assessment of head deformities in infants.
Proceedings of the 9th IEEE International Conference on Serious Games and Applications for Health, 2021
Proceedings of the 9th IEEE International Conference on Serious Games and Applications for Health, 2021
Proceedings of the 9th IEEE International Conference on Serious Games and Applications for Health, 2021
A study about current digital assistants for healthcare and medical treatment monitoring.
Proceedings of the 9th IEEE International Conference on Serious Games and Applications for Health, 2021
2020
2019
Synthetic infant head shapes with deformational plagiocephaly: concept and 3D model parameterization.
Proceedings of the 7th IEEE International Conference on Serious Games and Applications for Health, 2019
Semi-automatic aortic valve tract segmentation in 3D cardiac magnetic resonance images using shape-based B-spline explicit active surfaces.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Automatic left ventricular segmentation in 4D interventional ultrasound data using a patient-specific temporal synchronized shape prior.
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019
Patient-specific outcome simulation after surgical correction of Pectus Excavatum: a preliminary study.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019
Automatic strategy for extraction of anthropometric measurements for the diagnostic and evaluation of deformational plagiocephaly from infant's head models.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019
Proceedings of the IECON 2019, 2019
2018
A novel multi-atlas strategy with dense deformation field reconstruction for abdominal and thoracic multi-organ segmentation from computed tomography.
Medical Image Anal., 2018
Kidney Segmentation in Ultrasound, Magnetic Resonance and Computed Tomography Images: A Systematic Review.
Comput. Methods Programs Biomed., 2018
Automated segmentation of the atrial region and fossa ovalis towards computer-aided planning of inter-atrial wall interventions.
Comput. Methods Programs Biomed., 2018
Proceedings of the 6th IEEE International Conference on Serious Games and Applications for Health, 2018
Personalized dynamic phantom of the right and left ventricles based on patient-specific anatomy for echocardiography studies - Preliminary results.
Proceedings of the 6th IEEE International Conference on Serious Games and Applications for Health, 2018
A Novel Interventional Guidance Framework for Transseptal Puncture in Left Atrial Interventions.
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018
Proceedings of the Hybrid Intelligent Systems, 2018
2017
Fully Automatic 3-D-TEE Segmentation for the Planning of Transcatheter Aortic Valve Implantation.
IEEE Trans. Biomed. Eng., 2017
A competitive strategy for atrial and aortic tract segmentation based on deformable models.
Medical Image Anal., 2017
Proceedings of the 5th IEEE International Conference on Serious Games and Applications for Health, 2017
Proceedings of the 5th IEEE International Conference on Serious Games and Applications for Health, 2017
2016
Aortic Valve Tract Segmentation From 3D-TEE Using Shape-Based B-Spline Explicit Active Surfaces.
IEEE Trans. Medical Imaging, 2016
Proceedings of the 2016 IEEE International Conference on Serious Games and Applications for Health, 2016
2015
Fast left ventricle tracking in CMR images using localized anatomical affine optical flow.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Semi-automatic 3D segmentation of costal cartilage in CT data from Pectus Excavatum patients.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Improving the robustness of interventional 4D ultrasound segmentation through the use of personalized prior shape models.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Validation of percutaneous puncture trajectory during renal access using 4D ultrasound reconstruction.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015
Voxel-based registration of simulated and real patient CBCT data for accurate dental implant pose estimation.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
2014
Medical Image Anal., 2014
Automated Image Analysis of Lung Branching Morphogenesis from Microscopic Images of Fetal Rat Explants.
Comput. Math. Methods Medicine, 2014
Proceedings of the 3nd IEEE International Conference on Serious Games and Applications for Health, 2014
Proceedings of the 3nd IEEE International Conference on Serious Games and Applications for Health, 2014
Preliminary clinical trial in percutaneous nephrolithotomy using a real-time navigation system for percutaneous kidney access.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
Artificial neural networks for automatic modelling of the pectus excavatum corrective prosthesis.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, 2014
Electromagnetic tracker feasibility in the design of a dental superstructure for edentulous patients.
Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014
2013
Automatic Modeling of an Orthotic Bracing for Nonoperative Correction of Pectus Carinatum.
Proceedings of the VISAPP 2013, 2013
Application to Quantify Fetal Lung Branching on Rat Explants.
Proceedings of the VISAPP 2013, 2013
Assessment of 3D Scanners for Modeling Pectus Carinatum Corrective Bar.
Proceedings of the VISAPP 2013, 2013
Proceedings of the IEEE 2nd International Conference on Serious Games and Applications for Health, 2013
2012
Pectus excavatum postsurgical outcome based on preoperative soft body dynamics simulation.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
2011
Proceedings of the 2011 IEEE 1st International Conference on Serious Games and Applications for Health, 2011
An Image Processing Application for Quantification of Protein Aggregates in <i>Caenorhabditis Elegans</i>.
Proceedings of the 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2011
Virtual simulation of the postsurgical cosmetic outcome in patients with Pectus Excavatum.
Proceedings of the Medical Imaging 2011: Visualization, 2011
Proceedings of the ENTERprise Information Systems - International Conference, 2011
2010
Mach. Vis. Appl., 2010
Proceedings of the Second International Conference on Games and Virtual Worlds for Serious Applications, 2010
Proceedings of the ENTERprise Information Systems - International Conference, 2010