João L. Vilaça

Orcid: 0000-0002-4196-5357

According to our database1, João L. Vilaça authored at least 100 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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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

SurgT challenge: Benchmark of soft-tissue trackers for robotic surgery.
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

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

Fetal brain tissue annotation and segmentation challenge results.
Medical Image Anal., August, 2023

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.
Medical Image Anal., May, 2023

Augmented Reality-Assisted Ultrasound Breast Biopsy.
Sensors, February, 2023

Remote Monitoring System of Dynamic Compression Bracing to Correct Pectus Carinatum.
Sensors, 2023

SurgT challenge: Benchmark of Soft-Tissue Trackers for Robotic Surgery.
CoRR, 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

Dual consistency loss for contour-aware segmentation in medical images.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

CycleGAN-Based Image to Image Translation for Realistic Surgical Training Phantoms.
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

Why is the Winner the Best?
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Development of a Thermoplastic Polyurethane gradient deformation monitoring system.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Development of a Breast Ultrasound Phantom for Medical Training.
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

Fetal Brain Tissue Annotation and Segmentation Challenge Results.
CoRR, 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

A Robotic and Game-Based Framework for Assisted Upper Limb Rehabilitation.
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

Insertion of RFID tags into plastic parts using ultrasonic welding.
Proceedings of the IECON 2022, 2022

RFID reader multidirectional system.
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

Biosignal Databases for Training of Artificial Intelligent Systems.
Proceedings of the 9th International Conference on Bioinformatics Research and Applications, 2022

A deep learning method for kidney segmentation in 2D ultrasound images.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

3D Facial Landmark Localization for cephalometric analysis.
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

A sensorized needle guide for ultrasound assisted breast biopsy.
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

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

A new handheld ultrasound probe simulator for medical training.
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

A Review of Current Pill Organizers and Dispensers.
Proceedings of the 9th IEEE International Conference on Serious Games and Applications for Health, 2021

Exploring current communication frameworks for medical teleoperation.
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
Guest Editorial: Special Issue on Serious Games for Health.
IEEE Trans. Games, 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

Deep learning-based detection of anthropometric landmarks in 3D infants head models.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019

Patient-specific outcome simulation after surgical correction of Pectus Excavatum: a preliminary study.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 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, 2019

Automatic Denavit-Hartenberg Parameter Identification for Serial Manipulators.
Proceedings of the IECON 2019, 2019

2018
MITT: Medical Image Tracking Toolbox.
IEEE Trans. Medical Imaging, 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

Segmentation of kidney and renal collecting system on 3D computed tomography images.
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

Automatic Clinic Measures and Comparison of Heads Using Point Clouds.
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

Classification algorithms for body posture.
Proceedings of the 5th IEEE International Conference on Serious Games and Applications for Health, 2017

Instrumented vest for postural reeducation.
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

Kidney segmentation in 3D CT images using B-Spline Explicit Active Surfaces.
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

Robust temporal alignment of multimodal cardiac sequences.
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

Computer-aided recognition of dental implants in X-ray images.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

2014
Fast automatic myocardial segmentation in 4D cine CMR datasets.
Medical Image Anal., 2014

Automated Image Analysis of Lung Branching Morphogenesis from Microscopic Images of Fetal Rat Explants.
Comput. Math. Methods Medicine, 2014

Hand-held robotic device for laparoscopic surgery and training.
Proceedings of the 3nd IEEE International Conference on Serious Games and Applications for Health, 2014

Real-time hand tracking for rehabilitation and character animation.
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, 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

Palco: A multisensor realtime 3D cartoon production system.
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
A laparoscopic surgery training interface.
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

A Mobile Health Care Rule-Based System.
Proceedings of the ENTERprise Information Systems - International Conference, 2011

2010
Non-contact 3D acquisition system based on stereo vision and laser triangulation.
Mach. Vis. Appl., 2010

A Digital Game Development Education Project.
Proceedings of the Second International Conference on Games and Virtual Worlds for Serious Applications, 2010

Identifying Clones in Functional Programs for Refactoring.
Proceedings of the ENTERprise Information Systems - International Conference, 2010


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