Computer Science


  Listando 7 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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Article Evaluation of deep convolutional neural networks for automatic classification of common maternal fetal ultrasound planes Burgos-Artizzu, Xavier P.; Coronado-Gutierrez, David; Valenzuela-Alcaraz, Brenda; Bonet-Carne, Elisenda; Eixarch, Elisenda; Crispi, Fatima; Gratacos, Eduard SCIENTIFIC REPORTS 2045-2322 (2020) DOI / 10.1038/s41598-020-67076-5 Gold DOAJ, Green published
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Article Learning and combining image neighborhoods using random forests for neonatal brain disease classification Zimmer, Veronika A.; Glocker, Ben; Hahner, Nadine; Eixarch, Elisenda; Sanroma, Gerard; Gratacos, Eduard; Rueckert, Daniel; Gonzalez Ballester, Miguel Angel; Piella, Gemma MEDICAL IMAGE ANALYSIS 1361-8415 (2017) DOI / 10.1016/j.media.2017.08.004 Green accepted
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Article 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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Article A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly Benkarim, Oualid; Piella, Gemma; Rekik, Islem; Hahner, Nadine; Eixarch, Elisenda; Shen, Dinggang; Li, Gang; Gonzalez Ballester, Miguel Angel; Sanroma, Gerard MEDICAL IMAGE ANALYSIS 1361-8415 (2020) DOI / 10.1016/j.media.2020.101750
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Article 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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Article 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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