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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26
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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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5
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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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4
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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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1
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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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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
