Computer Science
Listando 8 trabajos del autor/autora 37
Lista de trabajos en el área Computer Science
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Article
Deep Q-CapsNet Reinforcement Learning Framework for Intrauterine Cavity Segmentation in TTTS Fetal Surgery Planning
Torrents-Barrena, Jordina; Piella, Gemma; Gratacos, Eduard; Eixarch, Elisenda; Ceresa, Mario; Gonalez Ballester, Miguel A.
IEEE TRANSACTIONS ON MEDICAL IMAGING
0278-0062 (2020)
DOI /
10.1109/tmi.2020.2987981
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11
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Integration of convolutional neural networks for pulmonary nodule malignancy assessment in a lung cancer classification pipeline
Bonavita, Ilaria; Rafael-Palou, Xavier; Ceresa, Mario; Piella, Gemma; Ribas, Vicent; Gonzalez Ballester, Miguel A.
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
0169-2607 (2020)
DOI /
10.1016/j.cmpb.2019.105172
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4
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Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks
Lopez-Linares, Karen; Aranjuelo, Nerea; Kabongo, Luis; Maclair, Gregory; Lete, Nerea; Ceresa, Mario; Garcia-Familiar, Ainhoa; Macia, Ivan; Gonzalez Ballester, Miguel A.
MEDICAL IMAGE ANALYSIS
1361-8415 (2018)
DOI /
10.1016/j.media.2018.03.010
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5
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Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks
Rafael-Palou, Xavier; Aubanell, Anton; Bonavita, Ilaria; Ceresa, Mario; Piella, Gemma; Ribas, Vicent; Gonzalez Ballester, Miguel A.
MEDICAL IMAGE ANALYSIS
1361-8415 (2021)
DOI /
10.1016/j.media.2020.101823
Green submitted
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TTTS-STgan: Stacked Generative Adversarial Networks for TTTS Fetal Surgery Planning Based on 3D Ultrasound
Torrents-Barrena, Jordina; Piella, Gemma; Valenzuela-Alcaraz, Brenda; Gratacos, Eduard; Eixarch, Elisenda; Ceresa, Mario; Gonzalez Ballester, Miguel A.
IEEE TRANSACTIONS ON MEDICAL IMAGING
0278-0062 (2020)
DOI /
10.1109/tmi.2020.3001028
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Segmentation and classification in MRI and US fetal imaging: Recent trends and future prospects
Torrents-Barrena, Jordina; Piella, Gemma; Masoller, Narcis; Gratacos, Eduard; Eixarch, Elisenda; Ceresa, Mario; Gonzalez Ballester, Miguel Angel
MEDICAL IMAGE ANALYSIS
1361-8415 (2019)
DOI /
10.1016/j.media.2018.10.003
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3
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Fully automatic 3D reconstruction of the placenta and its peripheral vasculature in intrauterine fetal MRI
Torrents-Barrena, Jordina; Piella, Gemma; Masoller, Narcis; Gratacos, Eduard; Eixarch, Elisenda; Ceresa, Mario; Gonzalez Ballester, Miguel Angel
MEDICAL IMAGE ANALYSIS
1361-8415 (2019)
DOI /
10.1016/j.media.2019.03.008
Green accepted
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EView: An electric field visualization web platform for electroporation-based therapies
Perera-Bel, Enric; Yague, Carlos; Mercadal, Borja; Ceresa, Mario; Beitel-White, Natalie; Davalos, Rafael, V; Gonzalez Ballester, Miguel A.; Ivorra, Antoni
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
0169-2607 (2020)
DOI /
10.1016/j.cmpb.2020.105682
Green accepted