Jaime C. Fonseca

Orcid: 0000-0001-6703-3278

Affiliations:
  • University of Minho, Algoritmi Center, Guimarães, Portugal


According to our database1, Jaime C. Fonseca authored at least 56 papers between 1999 and 2024.

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

Timeline

Legend:

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Online presence:

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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

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

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

Fusion Object Detection and Action Recognition to Predict Violent Action.
Sensors, 2023

Sensor Fusion Approach for Multiple Human Motion Detection for Indoor Surveillance Use-Case.
Sensors, 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

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

2022
Automatic Assessment of Pectus Excavatum Severity From CT Images Using Deep Learning.
IEEE J. Biomed. Health Informatics, 2022

Characterization of the Workspace and Limits of Operation of Laser Treatments for Vascular Lesions of the Lower Limbs.
Sensors, 2022

AI Based Monitoring of Different Risk Levels in COVID-19 Context.
Sensors, 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

Fetal head circumference delineation using convolutional neural networks with registration-based ellipse fitting.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Human-Robot Collaboration (HRC) with Vision Inspection for PCB Assembly.
Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics, 2022

TMRobot Series Toolbox: Interfacing Collaborative Robots with MATLAB.
Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics, 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

Work cell for assembling small components in PCB.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

ISO23247 Digital Twin Approach for Industrial Grade Radio Frequency Testing Station.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

3D Facial Landmark Localization for cephalometric analysis.
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

2021
Anthropometric Landmark Detection in 3D Head Surfaces Using a Deep Learning Approach.
IEEE J. Biomed. Health Informatics, 2021

A system for the generation of in-car human body pose datasets.
Mach. Vis. Appl., 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

In-car Damage Dirt and Stain Estimation with RGB Images.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2020
Automated Generation of Synthetic in-Car Dataset for Human Body Pose Detection.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

In-Car State Classification with RGB Images.
Proceedings of the Intelligent Systems Design and Applications, 2020

2019
Top-Down Human Pose Estimation with Depth Images and Domain Adaptation.
Proceedings of the 14th International Joint Conference on Computer Vision, 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

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

Real-Time Human Body Pose Estimation for In-Car Depth Images.
Proceedings of the Technological Innovation for Industry and Service Systems, 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

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

2017
Fully Automatic 3-D-TEE Segmentation for the Planning of Transcatheter Aortic Valve Implantation.
IEEE Trans. Biomed. Eng., 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

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

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

Assessment of 3D Scanners for Modeling Pectus Carinatum Corrective Bar.
Proceedings of the VISAPP 2013, 2013

2012
Pectus excavatum postsurgical outcome based on preoperative soft body dynamics simulation.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

2011
Virtual simulation of the postsurgical cosmetic outcome in patients with Pectus Excavatum.
Proceedings of the Medical Imaging 2011: Visualization, 2011

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

2005
A graphical interface based on grafcet for programming industrial robots off-line.
Proceedings of the ICINCO 2005, 2005

Off-Line Robot Programming Framework.
Proceedings of the Joint International Conference on Autonomic and Autonomous Systems 2005 / International Conference on Networking and Services 2005, 2005

1999
Fuzzy logic speed control of an induction motor.
Microprocess. Microsystems, 1999

Erratum to "Fuzzy logic speed control of an induction motor": [J. Microprocessors Microsyst. 22 (1999) 523-534].
Microprocess. Microsystems, 1999


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