Helena R. Torres

48 papers A* 1B 1Journal 19Unranked 26

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Deep-DM: Deep-Driven Deformable Model for 3D Image Segmentation Using Limited Data. IEEE J. Biomed. Health Informatics Helena R. Torres, Bruno Oliveira, Anne Fritze, Cahit Birdir, Mario Rüdiger, Jaime C. Fonseca, Pedro Morais, João L. Vilaça
2024	J	`jnl`	Design optimization of medical robotic systems based on task performance metrics: A feasibility study for robotic guided vascular laser treatments. J. Field Robotics Bruno Oliveira, Pedro Morais, Helena R. Torres, Jaime C. Fonseca, João L. Vilaça
2024	J	`jnl`	Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation. CoRR 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
2024	J	`jnl`	Infant head and brain segmentation from magnetic resonance images using fusion-based deep learning strategies. Multim. Syst. Helena R. Torres, Bruno Oliveira, Pedro Morais, Anne Fritze, Gabriele Hahn, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça
2023	—	`conf`	A Comparative Study of Deep Learning Methods for Multi-Class Semantic Segmentation of 2D Kidney Ultrasound Images. EMBC Simão Valente, Pedro Morais, Helena R. Torres, Bruno Oliveira, L. R. Buschle, Andreas Fritz, Jorge Correia-Pinto, Estevão Lima, João L. Vilaça
2023	J	`jnl`	Augmented Reality-Assisted Ultrasound Breast Biopsy. Sensors José Nuno Costa, Luís Ferreira, Augusto R. V. F. de Araújo, Bruno Oliveira, Helena R. Torres, Pedro Morais, Victor Alves, João L. Vilaça
2023	J	`jnl`	CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. Medical Image Anal. 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
2023	J	`jnl`	CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. Medical Image Anal. 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
2023	J	`jnl`	CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection. CoRR 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
2023	—	`conf`	Comparative analysis of deep learning methods for lesion detection on full screening mammography. EMBC Raul Ferrete Ribeiro, Helena R. Torres, Bruno Oliveira, Pedro Morais, João L. Vilaça
2023	—	`conf`	CycleGAN-Based Image to Image Translation for Realistic Surgical Training Phantoms. EMBC Nuno S. Rodrigues, Helena R. Torres, Pedro Morais, L. R. Buschle, Simon Haag, Jorge Correia-Pinto, Estevão Lima, João L. Vilaça
2023	—	`conf`	Deep Learning Networks for Breast Lesion Classification in Ultrasound Images: A Comparative Study. EMBC Margarida R. Ferreira, Helena R. Torres, Bruno Oliveira, Augusto R. V. F. de Araújo, Pedro Morais, Paulo Novais, João L. Vilaça
2023	—	`conf`	Deep learning networks in the segmentation of the left atrial appendage in 2D ultrasound: A comparative analysis. EMBC Rafael Fernandes, Helena R. Torres, Bruno Oliveira, João Azevedo, Karen Fan, Alex P. Lee, João L. Vilaça, Pedro Morais
2023	—	`conf`	Dual consistency loss for contour-aware segmentation in medical images. EMBC Helena R. Torres, Bruno Oliveira, Jaime C. Fonseca, Pedro Morais, João L. Vilaça
2023	J	`jnl`	Fetal brain tissue annotation and segmentation challenge results. Medical Image Anal. 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
2023	J	`jnl`	Remote Monitoring System of Dynamic Compression Bracing to Correct Pectus Carinatum. Sensors António Real, Pedro Morais, Bruno Oliveira, Helena R. Torres, João L. Vilaça
2023	—	`conf`	Robust 3D breast reconstruction based on monocular images and artificial intelligence for robotic guided oncological interventions. EMBC Bruno Duarte, Bruno Oliveira, Helena R. Torres, Pedro Morais, Jaime C. Fonseca, João L. Vilaça
2023	—	`—`	Smart framework for continuous 3D assessment of head disturbances from fetal to infancy period Helena R. Torres
2023	A*	`conf`	Why is the Winner the Best? CVPR 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, Zixuan Zhao, Klaus H. Maier-Hein, Paul F. Jäger, Annette Kopp-Schneider, Lena Maier-Hein
2022	—	`conf`	3D Facial Landmark Localization for cephalometric analysis. EMBC Helena R. Torres, Pedro Morais, Anne Fritze, Bruno Oliveira, Fernando Veloso, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça
2022	—	`conf`	A deep learning method for kidney segmentation in 2D ultrasound images. EMBC 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
2022	J	`jnl`	A review of image processing methods for fetal head and brain analysis in ultrasound images. Comput. Methods Programs Biomed. Helena R. Torres, Pedro Morais, Bruno Oliveira, Cahit Birdir, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça
2022	—	`conf`	Augmented Synthetic Dataset with Structured Light to Develop Ai-Based Methods for Breast Depth Estimation. ICBRA Bruno Duarte, Bruno Oliveira, Helena R. Torres, Pedro Morais, Jaime C. Fonseca, João L. Vilaça
2022	J	`jnl`	Characterization of the Workspace and Limits of Operation of Laser Treatments for Vascular Lesions of the Lower Limbs. Sensors Bruno Oliveira, Pedro Morais, Helena R. Torres, António Baptista, Jaime C. Fonseca, João L. Vilaça
2022	J	`jnl`	CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. CoRR 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
2022	—	`conf`	Classification of Chronic Venous Disorders using an Ensemble Optimization of Convolutional Neural Networks. EMBC Bruno Oliveira, Helena R. Torres, Pedro Morais, António Baptista, Jaime C. Fonseca, João L. Vilaça
2022	—	`conf`	Comparative Analysis of Current Deep Learning Networks for Breast Lesion Segmentation in Ultrasound Images. EMBC Margarida R. Ferreira, Helena R. Torres, Bruno Oliveira, João Gomes Fonseca, Pedro Morais, Paulo Novais, João L. Vilaça
2022	—	`conf`	Deep learning methods for lesion detection on mammography images: a comparative analysis. EMBC Raul Ferrete Ribeiro, João Gomes Fonseca, Helena R. Torres, Bruno Oliveira, Estela Vilhena, Pedro Morais, João L. Vilaça
2022	—	`conf`	ECG classification using Artificial Intelligence: Model Optimization and Robustness Assessment. SeGAH Inês Escrivães, Luís C. N. Barbosa, Helena R. Torres, Bruno Oliveira, João L. Vilaça, Pedro Morais
2022	J	`jnl`	Fetal Brain Tissue Annotation and Segmentation Challenge Results. CoRR 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
2022	B	`conf`	Fetal head circumference delineation using convolutional neural networks with registration-based ellipse fitting. Image Processing Helena R. Torres, Bruno Oliveira, Pedro Morais, Anne Fritze, Cahit Birdir, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça
2022	J	`jnl`	Realistic 3D infant head surfaces augmentation to improve AI-based diagnosis of cranial deformities. J. Biomed. Informatics Helena R. Torres, Bruno Oliveira, Pedro Morais, Anne Fritze, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça
2022	—	`conf`	Ultrasound training simulator using augmented reality glasses: an accuracy and precision assessment study. EMBC José Nuno Costa, João Gomes Fonseca, Simão Valente, Luís Ferreira, Bruno Oliveira, Helena R. Torres, Pedro Morais, Victor Alves, João L. Vilaça
2021	—	`conf`	A new handheld ultrasound probe simulator for medical training. SEGAH Simão Valente, António Real, João Gomes Fonseca, Helena R. Torres, Estevão Lima, Pedro Morais, João L. Vilaça
2021	J	`jnl`	A system for the generation of in-car human body pose datasets. Mach. Vis. Appl. João Borges, Sandro F. Queirós, Bruno Oliveira, Helena R. Torres, Nelson Rodrigues, Victor Coelho, Johannes Pallauf, José Henrique Brito, José Mendes, Jaime C. Fonseca
2021	J	`jnl`	Anthropometric Landmark Detection in 3D Head Surfaces Using a Deep Learning Approach. IEEE J. Biomed. Health Informatics Helena R. Torres, Pedro Morais, Anne Fritze, Bruno Oliveira, Fernando Veloso, Mario Rüdiger, Jaime C. Fonseca, João L. Vilaça
2021	—	`conf`	Developing a medical training game for visual assessment of head deformities in infants. SEGAH Helena R. Torres, Bruno Oliveira, Pedro Morais, Anne Fritze, Fernando Veloso, Mario Rüdiqer, Jaime C. Fonseca, João L. Vilaça
2021	—	`conf`	Development of a sensor device for measurement of forces in cranial remodeling orthoses. SEGAH 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
2020	—	`conf`	Automated Generation of Synthetic in-Car Dataset for Human Body Pose Detection. VISIGRAPP (5: VISAPP) 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
2019	—	`conf`	Automatic strategy for extraction of anthropometric measurements for the diagnostic and evaluation of deformational plagiocephaly from infant's head models. Computer-Aided Diagnosis Bruno Oliveira, Helena R. Torres, Fernando Veloso, Estela Vilhena, Nuno F. Rodrigues, Jaime C. Fonseca, Pedro Morais, João L. Vilaça
2019	—	`conf`	Deep learning-based detection of anthropometric landmarks in 3D infants head models. Computer-Aided Diagnosis 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
2019	—	`conf`	Real-Time Human Body Pose Estimation for In-Car Depth Images. DoCEIS Helena R. Torres, Bruno Oliveira, Jaime C. Fonseca, Sandro F. Queirós, João Borges, Nelson Rodrigues, Victor Coelho, Johannes Pallauf, José Brito, José Mendes
2019	—	`conf`	Synthetic infant head shapes with deformational plagiocephaly: concept and 3D model parameterization. SeGAH 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
2019	—	`conf`	Top-Down Human Pose Estimation with Depth Images and Domain Adaptation. VISIGRAPP (5: VISAPP) Nelson Rodrigues, Helena R. Torres, Bruno Oliveira, João Borges, Sandro F. Queirós, José Mendes, Jaime C. Fonseca, Victor Coelho, José Henrique Brito
2018	J	`jnl`	A novel multi-atlas strategy with dense deformation field reconstruction for abdominal and thoracic multi-organ segmentation from computed tomography. Medical Image Anal. Bruno Oliveira, Sandro F. Queiros, Pedro Morais, Helena R. Torres, João Gomes Fonseca, Jaime C. Fonseca, João L. Vilaça
2018	J	`jnl`	Kidney Segmentation in Ultrasound, Magnetic Resonance and Computed Tomography Images: A Systematic Review. Comput. Methods Programs Biomed. Helena R. Torres, Sandro F. Queiros, Pedro Morais, Bruno Oliveira, Jaime C. Fonseca, João L. Vilaça
2018	—	`conf`	Segmentation of kidney and renal collecting system on 3D computed tomography images. SeGAH Bruno Oliveira, Helena R. Torres, Sandro F. Queiros, Pedro Morais, Jaime C. Fonseca, Jan D'hooge, Nuno F. Rodrigues, João L. Vilaça
2016	—	`conf`	Kidney segmentation in 3D CT images using B-Spline Explicit Active Surfaces. SeGAH Helena R. Torres, Bruno Oliveira, Sandro F. Queiros, Pedro Morais, Jaime C. Fonseca, Jan D'hooge, Nuno F. Rodrigues, João L. Vilaça