Publications by authors named "Helena Torres"

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A mechanical model based on watermelons for the study of dynamic cranial remolding orthoses.
Fernando Veloso, Pedro Morais, Helena Torres, Anne Fritze, Mario Rüdiger

Sci Rep· November 2025

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Deep-DM: Deep-Driven Deformable Model for 3D Image Segmentation Using Limited Data.
Helena R Torres, Bruno Oliveira, Anne Fritze, Cahit Birdir, Mario Rudiger

IEEE J Biomed Health Inform· December 2024

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Body Fluid Collection Devices for Ostomy Patients: A Review.
Isaías Barbosa, Pedro Morais, Helena Torres, Jaime C Fonseca, João L Vilaça

Healthcare (Basel)· October 2024

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CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.
Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Helena R Torres

Med Image Anal· October 2023

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Fetal brain tissue annotation and segmentation challenge results.
Kelly Payette, Hongwei Bran Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Helena R Torres

Med Image Anal· August 2023

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Comparative analysis of deep learning methods for lesion detection on full screening mammography.
Raul Ferrete Ribeiro, Helena R Torres, Bruno Oliveira, Pedro Morais, Joao L Vilaca

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Dual consistency loss for contour-aware segmentation in medical images.
Helena R Torres, Bruno Oliveira, Jaime C Fonseca, Pedro Morais, Joao L Vilaca

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Deep Learning Networks for Breast Lesion Classification in Ultrasound Images: A Comparative Study.
Margarida R Ferreira, Helena R Torres, Bruno Oliveira, Augusto R V F de Araujo, Pedro Morais

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Deep learning networks in the segmentation of the left atrial appendage in 2D ultrasound: A comparative analysis.
Rafael Fernandes, Helena R Torres, Bruno Oliveira, Joao Azevedo, Karen Fan

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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A Comparative Study of Deep Learning Methods for Multi-Class Semantic Segmentation of 2D Kidney Ultrasound Images.
Simao Valente, Pedro Morais, Helena R Torres, Bruno Oliveira, L R Buschle

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Robust 3D breast reconstruction based on monocular images and artificial intelligence for robotic guided oncological interventions.
Bruno Duarte, Bruno Oliveira, Helena R Torres, Pedro Morais, Jaime C Fonseca

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Smart scan of medical device displays to integrate with a mHealth application.
Pedro Lobo, João L Vilaça, Helena Torres, Bruno Oliveira, Alberto Simões

Heliyon· June 2023

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CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.
Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Helena R Torres

Med Image Anal· May 2023

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Remote Monitoring System of Dynamic Compression Bracing to Correct Pectus Carinatum.
António Real, Pedro Morais, Bruno Oliveira, Helena R Torres, João L Vilaça

Sensors (Basel)· April 2023

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Augmented Reality-Assisted Ultrasound Breast Biopsy.
Nuno Costa, Luís Ferreira, Augusto R V F de Araújo, Bruno Oliveira, Helena R Torres

Sensors (Basel)· February 2023

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A multi-task convolutional neural network for classification and segmentation of chronic venous disorders.
Bruno Oliveira, Helena R Torres, Pedro Morais, Fernando Veloso, António L Baptista

Sci Rep· January 2023

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Characterization of the Workspace and Limits of Operation of Laser Treatments for Vascular Lesions of the Lower Limbs.
Bruno Oliveira, Pedro Morais, Helena R Torres, António L Baptista, Jaime C Fonseca

Sensors (Basel)· October 2022

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Anthropometric Landmarking for Diagnosis of Cranial Deformities: Validation of an Automatic Approach and Comparison with Intra- and Interobserver Variability.
Helena R Torres, Pedro Morais, Anne Fritze, Wolfram Burkhardt, Maxi Kaufmann

Ann Biomed Eng· September 2022

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Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities.
Helena R Torres, Bruno Oliveira, Pedro Morais, Anne Fritze, Mario Rüdiger

J Biomed Inform· August 2022

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3D Facial Landmark Localization for cephalometric analysis.
Helena R Torres, Pedro Morais, Anne Fritze, Bruno Oliveira, Fernando Veloso

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Comparative Analysis of Current Deep Learning Networks for Breast Lesion Segmentation in Ultrasound Images.
Margarida R Ferreira, Helena R Torres, Bruno Oliveira, Joao Gomes-Fonseca, Pedro Morais

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Ultrasound training simulator using augmented reality glasses: an accuracy and precision assessment study.
Jose N Costa, Joao Gomes-Fonseca, Simao Valente, Luis Ferreira, Bruno Oliveira, Helena R Torres

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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A deep learning method for kidney segmentation in 2D ultrasound images.
Simao Valente, Pedro Morais, Helena R Torres, Bruno Oliveira, Joao Gomes-Fonseca

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Deep learning methods for lesion detection on mammography images: a comparative analysis.
Raul Ferrete Ribeiro, Joao Gomes-Fonseca, Helena R Torres, Bruno Oliveira, Estela Vilhena

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Classification of Chronic Venous Disorders using an Ensemble Optimization of Convolutional Neural Networks.
Bruno Oliveira, Helena R Torres, Pedro Morais, Antonio Baptista, Jaime Fonseca

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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