Algoritmi | User | Helena Daniela Ribeiro Torres
Helena Daniela Ribeiro Torres
Helena Daniela Ribeiro Torres
At LASI
Other with MSc
Member of the CALG R&D Unit
Academic Degree
MSc
Current Position
Other at Escola de Engenharia da Universidade do Minho
Personal Webpage
Personal Email
id8001@alunos.uminho.ptOrcid
0000-0001-8407-3255Researcher ID
FCT Public Key
J667808dt947
Ciência ID
Google Scholar
Publications (62)
Deep-DM: Deep-driven deformable model for 3D image segmentation using limited data
IEEE Journal of Biomedical and Health Informatics
2024 | journal-article
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 | journal-article
Smart framework for continuous 3D assessment of head disturbances from fetal to infancy period
2023 | dissertation-thesis
Smart scan of medical device displays to integrate with a mHealth application
Heliyon
2023 | journal-article
Augmented Reality-Assisted Ultrasound Breast Biopsy
Sensors
2023 | journal-article
A Comparative Study of Deep Learning Methods for Multi-Class Semantic Segmentation of 2D Kidney Ultrasound Images
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
A multi-task convolutional neural network for classification and segmentation of chronic venous disorders
Scientific Reports
2023 | journal-article
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Medical Image Analysis
2023 | journal-article
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection
arXiv
2023 | other
CholecTriplet2022: Show me a tool and tell me the triplet — An endoscopic vision challenge for surgical action triplet detection
Medical Image Analysis
2023 | journal-article
Comparative analysis of deep learning methods for lesion detection on full screening mammography
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
CycleGAN-Based Image to Image Translation for Realistic Surgical Training Phantoms
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
Deep Learning Networks for Breast Lesion Classification in Ultrasound Images: A Comparative Study
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
Deep learning networks in the segmentation of the left atrial appendage in 2D ultrasound: A comparative analysis
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
Dual consistency loss for contour-aware segmentation in medical images
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
Fetal brain tissue annotation and segmentation challenge results
Medical Image Analysis
2023 | journal-article
Remote Monitoring System of Dynamic Compression Bracing to Correct Pectus Carinatum
Sensors
2023 | journal-article
Robust 3D breast reconstruction based on monocular images and artificial intelligence for robotic guided oncological interventions
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
Why is the Winner the Best?
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2023 | conference-paper
Why is the winner the best?
arXiv
2023 | other
Augmented Synthetic Dataset with Structured Light to Develop Ai-Based Methods for Breast Depth Estimation
2022 | conference-paper
Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities
Journal of Biomedical Informatics
2022 | journal-article
Anthropometric Landmarking for Diagnosis of Cranial Deformities: Validation of an Automatic Approach and Comparison with Intra- and Interobserver Variability
Annals of Biomedical Engineering
2022 | journal-article
A review of image processing methods for fetal head and brain analysis in ultrasound images
Computer Methods and Programs in Biomedicine
2022 | journal-article
3D Facial Landmark Localization for cephalometric analysis
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2022 | conference-paper
A deep learning method for kidney segmentation in 2D ultrasound images
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2022 | conference-paper
Biomedical image analysis competitions: The state of current participation practice
arXiv
2022 | other
Characterization of the Workspace and Limits of Operation of Laser Treatments for Vascular Lesions of the Lower Limbs
Sensors
2022 | journal-article
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
arXiv
2022 | other
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
arXiv
2022 | other
Classification of Chronic Venous Disorders using an Ensemble Optimization of Convolutional Neural Networks
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2022 | conference-paper
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 | conference-paper
Deep learning methods for lesion detection on mammography images: a comparative analysis
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2022 | conference-paper
ECG classification using Artificial Intelligence: Model Optimization and Robustness Assessment
SeGAH 2022 - 2022 IEEE 10th International Conference on Serious Games and Applications for Health
2022 | conference-paper
Fetal Brain Tissue Annotation and Segmentation Challenge Results
arXiv
2022 | other
Fetal Brain Tissue Annotation and Segmentation Challenge Results
arXiv
2022 | other
Fetal head circumference delineation using convolutional neural networks with registration-based ellipse fitting
Progress in Biomedical Optics and Imaging - Proceedings of SPIE
2022 | conference-paper
Smart Scan of Blood Test Documents to be Integrated in a mHealth Application
2022 10th E-Health and Bioengineering Conference, EHB 2022
2022 | conference-paper
Structural Mechanical Simulation to Optimize the Sensor Arm Geometry to Be Implemented on Cranial Remodeling Orthosis
AIP Conference Proceedings
2022 | conference-paper
Study of the compression behavior of functionally graded lattice for customized cranial remodeling orthosis
Journal of the Mechanical Behavior of Biomedical Materials
2022 | journal-article
Ultrasound training simulator using augmented reality glasses: an accuracy and precision assessment study
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2022 | conference-paper
Developing a medical training game for visual assessment of head deformities in infants
2021 | conference-paper
Development of a sensor device for measurement of forces in cranial remodeling orthoses
2021 | conference-paper
A new handheld ultrasound probe simulator for medical training
2021 | conference-paper
A system for the generation of in-car human body pose datasets
Machine Vision and Applications
2021 | journal-article
Anthropometric Landmark Detection in 3D Head Surfaces using a Deep Learning Approach.
IEEE journal of biomedical and health informatics
2020 | journal-article
Kidney Segmentation in Three-Dimensional Ultrasound Images using a Fast Phase-based Approach.
IEEE transactions on ultrasonics, ferroelectrics, and frequency control
2020 | journal-article
MoLa R10k InCar Dataset Pt2
2020 | data-set
Automated Generation of Synthetic in-Car Dataset for Human Body Pose Detection
Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications VISAPP
2020 | conference-paper
Automated generation of synthetic in-car dataset for human body pose detection
Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications VISAPP 2020
2020 | conference-paper
Automated generation of synthetic in-car dataset for human body pose detection
VISIGRAPP 2020 - Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
2020 | conference-paper
Synthetic infant head shapes with deformational plagiocephaly: concept and 3D model parameterization
2019 IEEE 7th International Conference on Serious Games and Applications for Health (SeGAH)
2019 | conference-paper
Automatic strategy for extraction of anthropometric measurements for the diagnostic and evaluation of deformational plagiocephaly from infant's head models
Progress in Biomedical Optics and Imaging - Proceedings of SPIE
2019 | conference-paper
Deep learning-based detection of anthropometric landmarks in 3D infants head models
Progress in Biomedical Optics and Imaging - Proceedings of SPIE
2019 | conference-paper
Real-Time Human Body Pose Estimation for In-Car Depth Images
IFIP Advances in Information and Communication Technology
2019 | book
Top-down human pose estimation with depth images and domain adaptation
VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
2019 | conference-paper
A novel multi-atlas strategy with dense deformation field reconstruction for abdominal and thoracic multi-organ segmentation from computed tomography
Medical Image Analysis
2018 | journal-article
Kidney segmentation in ultrasound, magnetic resonance and computed tomography images: A systematic review
Computer Methods and Programs in Biomedicine
2018 | journal-article
Segmentation of kidney and renal collecting system on 3D computed tomography images
2018 IEEE 6th International Conference on Serious Games and Applications for Health, SeGAH 2018
2018 | conference-paper
Kidney segmentation in 3D CT images using B-Spline Explicit Active Surfaces
2016 IEEE International Conference on Serious Games and Applications for Health, SeGAH 2016
2016 | conference-paper
Kidney segmentation in 3D US images
2016 | dissertation-thesis
MoLa R8.7k InCar Dataset
| data-set
Deep-DM: Deep-driven deformable model for 3D image segmentation using limited data
IEEE Journal of Biomedical and Health Informatics
2024 | journal-article
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 | journal-article
Smart framework for continuous 3D assessment of head disturbances from fetal to infancy period
2023 | dissertation-thesis
Smart scan of medical device displays to integrate with a mHealth application
Heliyon
2023 | journal-article
Augmented Reality-Assisted Ultrasound Breast Biopsy
Sensors
2023 | journal-article
A Comparative Study of Deep Learning Methods for Multi-Class Semantic Segmentation of 2D Kidney Ultrasound Images
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
A multi-task convolutional neural network for classification and segmentation of chronic venous disorders
Scientific Reports
2023 | journal-article
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Medical Image Analysis
2023 | journal-article
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection
arXiv
2023 | other
CholecTriplet2022: Show me a tool and tell me the triplet — An endoscopic vision challenge for surgical action triplet detection
Medical Image Analysis
2023 | journal-article
Comparative analysis of deep learning methods for lesion detection on full screening mammography
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
CycleGAN-Based Image to Image Translation for Realistic Surgical Training Phantoms
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
Deep Learning Networks for Breast Lesion Classification in Ultrasound Images: A Comparative Study
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
Deep learning networks in the segmentation of the left atrial appendage in 2D ultrasound: A comparative analysis
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
Dual consistency loss for contour-aware segmentation in medical images
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
Fetal brain tissue annotation and segmentation challenge results
Medical Image Analysis
2023 | journal-article
Remote Monitoring System of Dynamic Compression Bracing to Correct Pectus Carinatum
Sensors
2023 | journal-article
Robust 3D breast reconstruction based on monocular images and artificial intelligence for robotic guided oncological interventions
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
2023 | journal-article
Why is the Winner the Best?
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
2023 | conference-paper
Why is the winner the best?
arXiv
2023 | other
Augmented Synthetic Dataset with Structured Light to Develop Ai-Based Methods for Breast Depth Estimation
2022 | conference-paper
Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities
Journal of Biomedical Informatics
2022 | journal-article
Anthropometric Landmarking for Diagnosis of Cranial Deformities: Validation of an Automatic Approach and Comparison with Intra- and Interobserver Variability
Annals of Biomedical Engineering
2022 | journal-article
A review of image processing methods for fetal head and brain analysis in ultrasound images
Computer Methods and Programs in Biomedicine
2022 | journal-article
3D Facial Landmark Localization for cephalometric analysis
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2022 | conference-paper
A deep learning method for kidney segmentation in 2D ultrasound images
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2022 | conference-paper
Biomedical image analysis competitions: The state of current participation practice
arXiv
2022 | other
Characterization of the Workspace and Limits of Operation of Laser Treatments for Vascular Lesions of the Lower Limbs
Sensors
2022 | journal-article
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
arXiv
2022 | other
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
arXiv
2022 | other
Classification of Chronic Venous Disorders using an Ensemble Optimization of Convolutional Neural Networks
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2022 | conference-paper
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 | conference-paper
Deep learning methods for lesion detection on mammography images: a comparative analysis
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2022 | conference-paper
ECG classification using Artificial Intelligence: Model Optimization and Robustness Assessment
SeGAH 2022 - 2022 IEEE 10th International Conference on Serious Games and Applications for Health
2022 | conference-paper
Fetal Brain Tissue Annotation and Segmentation Challenge Results
arXiv
2022 | other
Fetal Brain Tissue Annotation and Segmentation Challenge Results
arXiv
2022 | other
Fetal head circumference delineation using convolutional neural networks with registration-based ellipse fitting
Progress in Biomedical Optics and Imaging - Proceedings of SPIE
2022 | conference-paper
Smart Scan of Blood Test Documents to be Integrated in a mHealth Application
2022 10th E-Health and Bioengineering Conference, EHB 2022
2022 | conference-paper
Structural Mechanical Simulation to Optimize the Sensor Arm Geometry to Be Implemented on Cranial Remodeling Orthosis
AIP Conference Proceedings
2022 | conference-paper
Study of the compression behavior of functionally graded lattice for customized cranial remodeling orthosis
Journal of the Mechanical Behavior of Biomedical Materials
2022 | journal-article
Ultrasound training simulator using augmented reality glasses: an accuracy and precision assessment study
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2022 | conference-paper
Developing a medical training game for visual assessment of head deformities in infants
2021 | conference-paper
Development of a sensor device for measurement of forces in cranial remodeling orthoses
2021 | conference-paper
A new handheld ultrasound probe simulator for medical training
2021 | conference-paper
A system for the generation of in-car human body pose datasets
Machine Vision and Applications
2021 | journal-article
Anthropometric Landmark Detection in 3D Head Surfaces using a Deep Learning Approach.
IEEE journal of biomedical and health informatics
2020 | journal-article
Kidney Segmentation in Three-Dimensional Ultrasound Images using a Fast Phase-based Approach.
IEEE transactions on ultrasonics, ferroelectrics, and frequency control
2020 | journal-article
MoLa R10k InCar Dataset Pt2
2020 | data-set
Automated Generation of Synthetic in-Car Dataset for Human Body Pose Detection
Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications VISAPP
2020 | conference-paper
Automated generation of synthetic in-car dataset for human body pose detection
Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications VISAPP 2020
2020 | conference-paper
Automated generation of synthetic in-car dataset for human body pose detection
VISIGRAPP 2020 - Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
2020 | conference-paper
Synthetic infant head shapes with deformational plagiocephaly: concept and 3D model parameterization
2019 IEEE 7th International Conference on Serious Games and Applications for Health (SeGAH)
2019 | conference-paper
Automatic strategy for extraction of anthropometric measurements for the diagnostic and evaluation of deformational plagiocephaly from infant's head models
Progress in Biomedical Optics and Imaging - Proceedings of SPIE
2019 | conference-paper
Deep learning-based detection of anthropometric landmarks in 3D infants head models
Progress in Biomedical Optics and Imaging - Proceedings of SPIE
2019 | conference-paper
Real-Time Human Body Pose Estimation for In-Car Depth Images
IFIP Advances in Information and Communication Technology
2019 | book
Top-down human pose estimation with depth images and domain adaptation
VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications
2019 | conference-paper
A novel multi-atlas strategy with dense deformation field reconstruction for abdominal and thoracic multi-organ segmentation from computed tomography
Medical Image Analysis
2018 | journal-article
Kidney segmentation in ultrasound, magnetic resonance and computed tomography images: A systematic review
Computer Methods and Programs in Biomedicine
2018 | journal-article
Segmentation of kidney and renal collecting system on 3D computed tomography images
2018 IEEE 6th International Conference on Serious Games and Applications for Health, SeGAH 2018
2018 | conference-paper
Kidney segmentation in 3D CT images using B-Spline Explicit Active Surfaces
2016 IEEE International Conference on Serious Games and Applications for Health, SeGAH 2016
2016 | conference-paper
Kidney segmentation in 3D US images
2016 | dissertation-thesis
MoLa R8.7k InCar Dataset
| data-set
