Helena R. Torres

According to our database, Helena R. Torres authored at least 44 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Infant head and brain segmentation from magnetic resonance images using fusion-based deep learning strategies.

Helena R. Torres, Bruno Oliveira, Pedro Morais, Anne Fritze, Gabriele Hahn, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça

Multim. Syst., April, 2024

Design optimization of medical robotic systems based on task performance metrics: A feasibility study for robotic guided vascular laser treatments.

Bruno Oliveira, Pedro Morais, Helena R. Torres, Jaime C. Fonseca, João L. Vilaça

J. Field Robotics, January, 2024

Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation.

Marcos Fernández-Rodríguez, Bruno Silva, Sandro F. Queirós, Helena R. Torres, Bruno Oliveira, Pedro Morais, Lukas R. Buschle, Jorge Correia-Pinto, Estevão Lima, João L. Vilaça

CoRR, 2024

2023

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, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy

Medical Image Anal., October, 2023

Fetal brain tissue annotation and segmentation challenge results.

Kelly Payette, Hongwei Bran Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben-Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor-Fadida, Leo Joskowicz, Liao Weibin, Lv Yi, Xuesong Li, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab

Medical Image Anal., August, 2023

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.

Chinedu Innocent Nwoye, Deepak Alapatt, Tong Yu, Armine Vardazaryan, Fangfang Xia, Zixuan Zhao, Tong Xia, Fucang Jia, Yuxuan Yang, Hao Wang, Derong Yu, Guoyan Zheng, Xiaotian Duan, Neil Getty, Ricardo Sanchez-Matilla, Maria Robu, Li Zhang, Huabin Chen, Jiacheng Wang, Liansheng Wang, Bokai Zhang, Beerend G. A. Gerats, Sista Raviteja, Rachana Sathish, Rong Tao, Satoshi Kondo, Winnie Pang, Hongliang Ren, Julian Ronald Abbing, Mohammad Hasan Sarhan, Sebastian Bodenstedt, Nithya Bhasker, Bruno Oliveira, Helena R. Torres, Li Ling, Finn Gaida, Tobias Czempiel, João L. Vilaça, Pedro Morais, Jaime C. Fonseca, Ruby Mae Egging, Inge Nicole Wijma, Chen Qian, Guibin Bian, Zhen Li, Velmurugan Balasubramanian, Debdoot Sheet, Imanol Luengo, Yuanbo Zhu, Shuai Ding, Jakob-Anton Aschenbrenner, Nicolas Elini van der Kar, Mengya Xu, Mobarakol Islam, Lalithkumar Seenivasan, Alexander Jenke, Danail Stoyanov, Didier Mutter, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Nicolas Padoy

Medical Image Anal., May, 2023

Augmented Reality-Assisted Ultrasound Breast Biopsy.

José Nuno Costa, Luís Ferreira, Augusto R. V. F. de Araújo, Bruno Oliveira, Helena R. Torres, Pedro Morais, Victor Alves, João L. Vilaça

Sensors, February, 2023

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

António Real, Pedro Morais, Bruno Oliveira, Helena R. Torres, João L. Vilaça

Sensors, 2023

A Comparative Study of Deep Learning Methods for Multi-Class Semantic Segmentation of 2D Kidney Ultrasound Images.

Simão Valente, Pedro Morais, Helena R. Torres, Bruno Oliveira, L. R. Buschle, Andreas Fritz, Jorge Correia-Pinto, Estevão Lima, João L. Vilaça

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.

Helena R. Torres, Bruno Oliveira, Jaime C. Fonseca, Pedro Morais, João L. Vilaça

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.

Nuno S. Rodrigues, Helena R. Torres, Pedro Morais, L. R. Buschle, S. Haag, Jorge Correia-Pinto, Estevão Lima, João L. Vilaça

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.

Raul Ferrete Ribeiro, Helena R. Torres, Bruno Oliveira, Pedro Morais, João L. Vilaça

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.

Margarida R. Ferreira, Helena R. Torres, Bruno Oliveira, Augusto R. V. F. de Araújo, Pedro Morais, Paulo Novais, João L. Vilaça

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.

Rafael Fernandes, Helena R. Torres, Bruno Oliveira, João Azevedo, Karen Fan, Alex P. Lee, João L. Vilaça, Pedro Morais

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.

Bruno Duarte, Bruno Oliveira, Helena R. Torres, Pedro Morais, Jaime C. Fonseca, João L. Vilaça

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Why is the Winner the Best?

Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Sharib Ali, Vincent Andrearczyk, Marc Aubreville, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Veronika Cheplygina, Marie Daum, Marleen de Bruijne, Adrien Depeursinge, Reuben Dorent, Jan Egger, David G. Ellis, Sandy Engelhardt, Melanie Ganz, Noha M. Ghatwary, Gabriel Girard, Patrick Godau, Anubha Gupta, Lasse Hansen, Kanako Harada, Mattias P. Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Pierre Jannin, A. Emre Kavur, Oldrich Kodym, Michal Kozubek, Jianning Li, Hongwei Bran Li, Jun Ma, Carlos Martín-Isla, Bjoern H. Menze, J. Alison Noble, Valentin Oreiller, Nicolas Padoy, Sarthak Pati, Kelly Payette, Tim Rädsch, Jonathan Rafael-Patino, Vivek Singh Bawa, Stefanie Speidel, Carole H. Sudre, Kimberlin M. H. van Wijnen, Martin Wagner, D. Wei, Amine Yamlahi, Moi Hoon Yap, C. Yuan, Maximilian Zenk, A. Zia, David Zimmerer, Dogu Baran Aydogan, Binod Bhattarai, Louise Bloch, Raphael Brüngel, J. Cho, C. Choi, Q. Dou, Ivan Ezhov, Christoph M. Friedrich, C. Fuller, Rebati Raman Gaire, Adrian Galdran, Álvaro García-Faura, Maria Grammatikopoulou, S. Hong, Mostafa Jahanifar, I. Jang, Abdolrahim Kadkhodamohammadi, I. Kang, Florian Kofler, S. Kondo, Hugo Jaco Kuijf, M. Li, M. Luu, Tomaz Martincic, Pedro Morais, Mohamed A. Naser, Bruno Oliveira, David Owen, S. Pang, J. Park, S. Park, Szymon Plotka, Élodie Puybareau, Nasir M. Rajpoot, K. Ryu, Numan Saeed, Adam Shephard, Pengcheng Shi, Dejan Stepec, Ronast Subedi, Guillaume Tochon, Helena R. Torres, Hélène Urien, João L. Vilaça, Kareem A. Wahid, H. Wang, J. Wang, L. Wang, X. Wang, Benedikt Wiestler, Marek Wodzinski, F. Xia, J. Xie, Z. Xiong, Sen Yang, Y. Yang, Z. Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

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 Baptista, Jaime C. Fonseca, João L. Vilaça

Sensors, 2022

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, Jaime C. Fonseca, João L. Vilaça

J. Biomed. Informatics, 2022

Fetal Brain Tissue Annotation and Segmentation Challenge Results.

Kelly Payette, Hongwei Li, Priscille de Dumast, Roxane Licandro, Hui Ji, Md Mahfuzur Rahman Siddiquee, Daguang Xu, Andriy Myronenko, Hao Liu, Yuchen Pei, Lisheng Wang, Ying Peng, Juanying Xie, Huiquan Zhang, Guiming Dong, Hao Fu, Guotai Wang, ZunHyan Rieu, Donghyeon Kim, Hyun Gi Kim, Davood Karimi, Ali Gholipour, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Yang Lin, Netanell Avisdris, Ori Ben-Zvi, Dafna Ben-Bashat, Lucas Fidon, Michael Aertsen, Tom Vercauteren, Daniel Sobotka, Georg Langs, Mireia Alenyà, Maria Inmaculada Villanueva, Oscar Camara, Bella Specktor-Fadida, Leo Joskowicz, Weibin Liao, Lv Yi, Xuesong Li, Moona Mazher, Abdul Qayyum, Domenec Puig, Hamza Kebiri, Zelin Zhang, Xinyi Xu, Dan Wu, KuanLun Liao, YiXuan Wu, JinTai Chen, Yunzhi Xu, Li Zhao, Lana Vasung, Bjoern H. Menze, Meritxell Bach Cuadra, András Jakab

CoRR, 2022

A review of image processing methods for fetal head and brain analysis in ultrasound images.

Helena R. Torres, Pedro Morais, Bruno Oliveira, Cahit Birdir, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça

Comput. Methods Programs Biomed., 2022

ECG classification using Artificial Intelligence: Model Optimization and Robustness Assessment.

Inês Escrivães, Luís C. N. Barbosa, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Pedro Morais

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.

Helena R. Torres, Bruno Oliveira, Pedro Morais, Anne Fritze, Cahit Birdir, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça

Proceedings of the Medical Imaging 2022: Image Processing, 2022

Augmented Synthetic Dataset with Structured Light to Develop Ai-Based Methods for Breast Depth Estimation.

Bruno Duarte, Bruno Oliveira, Helena R. Torres, Pedro Morais, Jaime C. Fonseca, João L. Vilaça

Proceedings of the 9th International Conference on Bioinformatics Research and Applications, 2022

A deep learning method for kidney segmentation in 2D ultrasound images.

Simão Valente, Pedro Morais, Helena R. Torres, Bruno Oliveira, João Gomes Fonseca, L. R. Buschle, Andreas Fritz, Jorge Correia-Pinto, Estevão Lima, João L. Vilaça

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

3D Facial Landmark Localization for cephalometric analysis.

Helena R. Torres, Pedro Morais, Anne Fritze, Bruno Oliveira, Fernando Veloso, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça

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.

Raul Ferrete Ribeiro, João Gomes Fonseca, Helena R. Torres, Bruno Oliveira, Estela Vilhena, Pedro Morais, João L. Vilaça

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.

Bruno Oliveira, Helena R. Torres, Pedro Morais, António Baptista, Jaime C. Fonseca, João L. Vilaça

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.

Margarida R. Ferreira, Helena R. Torres, Bruno Oliveira, João Gomes Fonseca, Pedro Morais, Paulo Novais, João L. Vilaça

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.

José Nuno Costa, João Gomes Fonseca, Simão Valente, Luís Ferreira, Bruno Oliveira, Helena R. Torres, Pedro Morais, Victor Alves, João L. Vilaça

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.

Helena R. Torres, Pedro Morais, Anne Fritze, Bruno Oliveira, Fernando Veloso, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça

IEEE J. Biomed. Health Informatics, 2021

A system for the generation of in-car human body pose datasets.

João Borges, Sandro F. Queirós, Bruno Oliveira, Helena R. Torres, Nelson Rodrigues, Victor Coelho, Johannes Pallauf, José Henrique Brito, José Mendes, Jaime C. Fonseca

Mach. Vis. Appl., 2021

Development of a sensor device for measurement of forces in cranial remodeling orthoses.

Fernando Veloso, Luís C. N. Barbosa, António Real, Helena R. Torres, Bruno Oliveira, António C. M. Pinho, Jorge Correia-Pinto, Pedro Morais, João L. Vilaça

Proceedings of the 9th IEEE International Conference on Serious Games and Applications for Health, 2021

A new handheld ultrasound probe simulator for medical training.

Simão Valente, António Real, João Gomes Fonseca, Helena R. Torres, Estevão Lima, Pedro Morais, João L. Vilaça

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.

Helena R. Torres, Bruno Oliveira, Pedro Morais, Anne Fritze, Fernando Veloso, Mario Rüdiqer, Jaime C. Fonseca, João L. Vilaça

Proceedings of the 9th IEEE International Conference on Serious Games and Applications for Health, 2021

2020

Automated Generation of Synthetic in-Car Dataset for Human Body Pose Detection.

João Borges, Bruno Oliveira, Helena R. Torres, Nelson Rodrigues, Sandro F. Queirós, Maximilian Shiller, Victor Coelho, Johannes Pallauf, José Henrique Brito, José Mendes, Jaime C. Fonseca

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

2019

Top-Down Human Pose Estimation with Depth Images and Domain Adaptation.

Nelson Rodrigues, Helena R. Torres, Bruno Oliveira, João Borges, Sandro F. Queirós, José Mendes, Jaime C. Fonseca, Victor Coelho, José Henrique Brito

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Synthetic infant head shapes with deformational plagiocephaly: concept and 3D model parameterization.

Fernando Veloso, Helena R. Torres, João Gomes Fonseca, Bruno Oliveira, Mario Ruediger, Gabriele Hahn, António C. M. Pinho, Jorge Correia-Pinto, Pedro Morais, João L. Vilaça

Proceedings of the 7th IEEE International Conference on Serious Games and Applications for Health, 2019

Deep learning-based detection of anthropometric landmarks in 3D infants head models.

Helena R. Torres, Bruno Oliveira, Fernando Veloso, Mario Ruediger, Wolfram Burkhardt, António H. J. Moreira, Nuno Dias, Pedro Morais, Jaime C. Fonseca, João L. Vilaça

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.

Bruno Oliveira, Helena R. Torres, Fernando Veloso, Estela Vilhena, Nuno F. Rodrigues, Jaime C. Fonseca, Pedro Morais, João L. Vilaça

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

Real-Time Human Body Pose Estimation for In-Car Depth Images.

Helena R. Torres, Bruno Oliveira, Jaime C. Fonseca, Sandro F. Queirós, João Borges, Nelson Rodrigues, Victor Coelho, Johannes Pallauf, José Brito, José Mendes

Proceedings of the Technological Innovation for Industry and Service Systems, 2019

2018

A novel multi-atlas strategy with dense deformation field reconstruction for abdominal and thoracic multi-organ segmentation from computed tomography.

Bruno Oliveira, Sandro F. Queiros, Pedro Morais, Helena R. Torres, João Gomes Fonseca, Jaime C. Fonseca, João L. Vilaça

Medical Image Anal., 2018

Kidney Segmentation in Ultrasound, Magnetic Resonance and Computed Tomography Images: A Systematic Review.

Helena R. Torres, Sandro F. Queiros, Pedro Morais, Bruno Oliveira, Jaime C. Fonseca, João L. Vilaça

Comput. Methods Programs Biomed., 2018

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

Bruno Oliveira, Helena R. Torres, Sandro F. Queiros, Pedro Morais, Jaime C. Fonseca, Jan D'hooge, Nuno F. Rodrigues, João L. Vilaça

Proceedings of the 6th IEEE International Conference on Serious Games and Applications for Health, 2018

2016

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

Helena R. Torres, Bruno Oliveira, Sandro F. Queiros, Pedro Morais, Jaime C. Fonseca, Jan D'hooge, Nuno F. Rodrigues, João L. Vilaça

Proceedings of the 2016 IEEE International Conference on Serious Games and Applications for Health, 2016