Trabajos de Gemma Piella

Computer Science


  Listando 13 trabajos del autor/autora 38
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 Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction Nogueira, Mariana; De Craene, Mathieu; Sanchez-Martinez, Sergio; Chowdhury, Devyani; Bijnens, Bart; Piella, Gemma MEDICAL IMAGE ANALYSIS 1361-8415 (2020) DOI / 10.1016/j.media.2019.101594
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Review A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer's disease Marti-Juan, Gerard; Sanroma-Guell, Gerard; Piella, Gemma COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 0169-2607 (2020) DOI / 10.1016/j.cmpb.2020.105348
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Article Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty Jimenez-Sanchez, Amelia; Mateus, Diana; Kirchhoff, Sonja; Kirchhoff, Chlodwig; Biberthaler, Peter; Navab, Nassir; Gonzalez Ballester, Miguel A.; Piella, Gemma MEDICAL IMAGE ANALYSIS 1361-8415 (2021) DOI / 10.1016/j.media.2021.102273 Green submitted
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Article 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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Article Learning non-linear patch embeddings with neural networks for label fusion Sanroma, Gerard; Benkarim, Oualid M.; Piella, Gemma; Camara, Oscar; Wu, Guorong; Shen, Dinggang; Gispert, Juan D.; Luis Molinuevo, Jose; Gonzalez Ballester, Miguel A. MEDICAL IMAGE ANALYSIS 1361-8415 (2018) DOI / 10.1016/j.media.2017.11.013 Green accepted
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Article 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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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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Article Characterization of myocardial motion patterns by unsupervised multiple kernel learning Sanchez-Martinez, Sergio; Duchateau, Nicolas; Erdei, Tamas; Fraser, Alan G.; Bijnens, Bart H.; Piella, Gemma MEDICAL IMAGE ANALYSIS 1361-8415 (2017) DOI / 10.1016/j.media.2016.06.007 Green submitted

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