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Helena R. Torres
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2020 – today
- 2024
- [j14]Bruno Oliveira, Pedro Morais, Helena R. Torres, Jaime C. Fonseca, João L. Vilaça:
Design optimization of medical robotic systems based on task performance metrics: A feasibility study for robotic guided vascular laser treatments. J. Field Robotics 41(1): 144-161 (2024) - [j13]Helena R. Torres, Bruno Oliveira, Pedro Morais, Anne Fritze, Gabriele Hahn, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça:
Infant head and brain segmentation from magnetic resonance images using fusion-based deep learning strategies. Multim. Syst. 30(2): 71 (2024) - [i4]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:
Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation. CoRR abs/2403.10216 (2024) - 2023
- [j12]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:
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. Medical Image Anal. 86: 102803 (2023) - [j11]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:
Fetal brain tissue annotation and segmentation challenge results. Medical Image Anal. 88: 102833 (2023) - [j10]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:
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. Medical Image Anal. 89: 102888 (2023) - [j9]José Nuno Costa, Luís Ferreira, Augusto R. V. F. de Araújo, Bruno Oliveira, Helena R. Torres, Pedro Morais, Victor Alves, João L. Vilaça:
Augmented Reality-Assisted Ultrasound Breast Biopsy. Sensors 23(4): 1838 (2023) - [j8]António Real, Pedro Morais, Bruno Oliveira, Helena R. Torres, João L. Vilaça:
Remote Monitoring System of Dynamic Compression Bracing to Correct Pectus Carinatum. Sensors 23(9): 4427 (2023) - [c28]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, S. Yang, Y. Yang, Z. Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein:
Why is the Winner the Best? CVPR 2023: 19955-19966 - [c27]Bruno Duarte, Bruno Oliveira, Helena R. Torres, Pedro Morais, Jaime C. Fonseca, João L. Vilaça:
Robust 3D breast reconstruction based on monocular images and artificial intelligence for robotic guided oncological interventions. EMBC 2023: 1-4 - [c26]Rafael Fernandes, Helena R. Torres, Bruno Oliveira, João Azevedo, Karen Fan, Alex P. Lee, João L. Vilaça, Pedro Morais:
Deep learning networks in the segmentation of the left atrial appendage in 2D ultrasound: A comparative analysis. EMBC 2023: 1-4 - [c25]Margarida R. Ferreira, Helena R. Torres, Bruno Oliveira, Augusto R. V. F. de Araújo, Pedro Morais, Paulo Novais, João L. Vilaça:
Deep Learning Networks for Breast Lesion Classification in Ultrasound Images: A Comparative Study. EMBC 2023: 1-4 - [c24]Raul Ferrete Ribeiro, Helena R. Torres, Bruno Oliveira, Pedro Morais, João L. Vilaça:
Comparative analysis of deep learning methods for lesion detection on full screening mammography. EMBC 2023: 1-4 - [c23]Nuno S. Rodrigues, Helena R. Torres, Pedro Morais, L. R. Buschle, S. Haag, Jorge Correia-Pinto, Estevão Lima, João L. Vilaça:
CycleGAN-Based Image to Image Translation for Realistic Surgical Training Phantoms. EMBC 2023: 1-4 - [c22]Helena R. Torres, Bruno Oliveira, Jaime C. Fonseca, Pedro Morais, João L. Vilaça:
Dual consistency loss for contour-aware segmentation in medical images. EMBC 2023: 1-4 - [c21]Simão Valente, Pedro Morais, Helena R. Torres, Bruno Oliveira, L. R. Buschle, Andreas Fritz, Jorge Correia-Pinto, Estevão Lima, João L. Vilaça:
A Comparative Study of Deep Learning Methods for Multi-Class Semantic Segmentation of 2D Kidney Ultrasound Images. EMBC 2023: 1-4 - [i3]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:
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection. CoRR abs/2302.06294 (2023) - 2022
- [j7]Helena R. Torres, Pedro Morais, Bruno Oliveira, Cahit Birdir, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça:
A review of image processing methods for fetal head and brain analysis in ultrasound images. Comput. Methods Programs Biomed. 215: 106629 (2022) - [j6]Helena R. Torres, Bruno Oliveira, Pedro Morais, Anne Fritze, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça:
Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities. J. Biomed. Informatics 132: 104121 (2022) - [j5]Bruno Oliveira, Pedro Morais, Helena R. Torres, António Baptista, Jaime C. Fonseca, João L. Vilaça:
Characterization of the Workspace and Limits of Operation of Laser Treatments for Vascular Lesions of the Lower Limbs. Sensors 22(19): 7481 (2022) - [c20]Bruno Oliveira, Helena R. Torres, Pedro Morais, António Baptista, Jaime C. Fonseca, João L. Vilaça:
Classification of Chronic Venous Disorders using an Ensemble Optimization of Convolutional Neural Networks. EMBC 2022: 516-519 - [c19]Helena R. Torres, Pedro Morais, Anne Fritze, Bruno Oliveira, Fernando Veloso, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça:
3D Facial Landmark Localization for cephalometric analysis. EMBC 2022: 1016-1019 - [c18]Raul Ferrete Ribeiro, João Gomes Fonseca, Helena R. Torres, Bruno Oliveira, Estela Vilhena, Pedro Morais, João L. Vilaça:
Deep learning methods for lesion detection on mammography images: a comparative analysis. EMBC 2022: 3526-3529 - [c17]Margarida R. Ferreira, Helena R. Torres, Bruno Oliveira, João Gomes Fonseca, Pedro Morais, Paulo Novais, João L. Vilaça:
Comparative Analysis of Current Deep Learning Networks for Breast Lesion Segmentation in Ultrasound Images. EMBC 2022: 3878-3881 - [c16]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:
A deep learning method for kidney segmentation in 2D ultrasound images. EMBC 2022: 3911-3914 - [c15]José Nuno Costa, João Gomes Fonseca, Simão Valente, Luís Ferreira, Bruno Oliveira, Helena R. Torres, Pedro Morais, Victor Alves, João L. Vilaça:
Ultrasound training simulator using augmented reality glasses: an accuracy and precision assessment study. EMBC 2022: 4461-4464 - [c14]Bruno Duarte, Bruno Oliveira, Helena R. Torres, Pedro Morais, Jaime C. Fonseca, João L. Vilaça:
Augmented Synthetic Dataset with Structured Light to Develop Ai-Based Methods for Breast Depth Estimation. ICBRA 2022: 82-88 - [c13]Helena R. Torres, Bruno Oliveira, Pedro Morais, Anne Fritze, Cahit Birdir, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça:
Fetal head circumference delineation using convolutional neural networks with registration-based ellipse fitting. Medical Imaging: Image Processing 2022 - [c12]Inês Escrivães, Luís C. N. Barbosa, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Pedro Morais:
ECG classification using Artificial Intelligence: Model Optimization and Robustness Assessment. SeGAH 2022: 1-8 - [i2]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:
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. CoRR abs/2204.04746 (2022) - [i1]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:
Fetal Brain Tissue Annotation and Segmentation Challenge Results. CoRR abs/2204.09573 (2022) - 2021
- [j4]João Borges, Sandro F. Queirós, Bruno Oliveira, Helena R. Torres, Nelson Rodrigues, Victor Coelho, Johannes Pallauf, José Henrique Brito, José Mendes, Jaime C. Fonseca:
A system for the generation of in-car human body pose datasets. Mach. Vis. Appl. 32(1): 4 (2021) - [j3]Helena R. Torres, Pedro Morais, Anne Fritze, Bruno Oliveira, Fernando Veloso, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça:
Anthropometric Landmark Detection in 3D Head Surfaces Using a Deep Learning Approach. IEEE J. Biomed. Health Informatics 25(7): 2643-2654 (2021) - [c11]Helena R. Torres, Bruno Oliveira, Pedro Morais, Anne Fritze, Fernando Veloso, Mario Rüdiqer, Jaime C. Fonseca, João L. Vilaça:
Developing a medical training game for visual assessment of head deformities in infants. SEGAH 2021: 1-6 - [c10]Simão Valente, António Real, João Gomes Fonseca, Helena R. Torres, Estevão Lima, Pedro Morais, João L. Vilaça:
A new handheld ultrasound probe simulator for medical training. SEGAH 2021: 1-7 - [c9]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:
Development of a sensor device for measurement of forces in cranial remodeling orthoses. SEGAH 2021: 1-5 - 2020
- [c8]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:
Automated Generation of Synthetic in-Car Dataset for Human Body Pose Detection. VISIGRAPP (5: VISAPP) 2020: 550-557
2010 – 2019
- 2019
- [c7]Helena R. Torres, Bruno Oliveira, Jaime C. Fonseca, Sandro F. Queirós, João Borges, Nelson Rodrigues, Victor Coelho, Johannes Pallauf, José Brito, José Mendes:
Real-Time Human Body Pose Estimation for In-Car Depth Images. DoCEIS 2019: 169-182 - [c6]Bruno Oliveira, Helena R. Torres, Fernando Veloso, Estela Vilhena, Nuno F. Rodrigues, Jaime C. Fonseca, Pedro Morais, João L. Vilaça:
Automatic strategy for extraction of anthropometric measurements for the diagnostic and evaluation of deformational plagiocephaly from infant's head models. Medical Imaging: Computer-Aided Diagnosis 2019: 109500A - [c5]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:
Deep learning-based detection of anthropometric landmarks in 3D infants head models. Medical Imaging: Computer-Aided Diagnosis 2019: 1095034 - [c4]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:
Synthetic infant head shapes with deformational plagiocephaly: concept and 3D model parameterization. SeGAH 2019: 1-7 - [c3]Nelson Rodrigues, Helena R. Torres, Bruno Oliveira, João Borges, Sandro F. Queirós, José Mendes, Jaime C. Fonseca, Victor Coelho, José Henrique Brito:
Top-Down Human Pose Estimation with Depth Images and Domain Adaptation. VISIGRAPP (5: VISAPP) 2019: 281-288 - 2018
- [j2]Helena R. Torres, Sandro F. Queiros, Pedro Morais, Bruno Oliveira, Jaime C. Fonseca, João L. Vilaça:
Kidney Segmentation in Ultrasound, Magnetic Resonance and Computed Tomography Images: A Systematic Review. Comput. Methods Programs Biomed. 157 (2018) - [j1]Bruno Oliveira, Sandro F. Queiros, Pedro Morais, Helena R. Torres, João Gomes Fonseca, Jaime C. Fonseca, João L. Vilaça:
A novel multi-atlas strategy with dense deformation field reconstruction for abdominal and thoracic multi-organ segmentation from computed tomography. Medical Image Anal. 45: 108-120 (2018) - [c2]Bruno Oliveira, Helena R. Torres, Sandro F. Queiros, Pedro Morais, Jaime C. Fonseca, Jan D'hooge, Nuno F. Rodrigues, João L. Vilaça:
Segmentation of kidney and renal collecting system on 3D computed tomography images. SeGAH 2018: 1-8 - 2016
- [c1]Helena R. Torres, Bruno Oliveira, Sandro F. Queiros, Pedro Morais, Jaime C. Fonseca, Jan D'hooge, Nuno F. Rodrigues, João L. Vilaça:
Kidney segmentation in 3D CT images using B-Spline Explicit Active Surfaces. SeGAH 2016: 1-7
Coauthor Index
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