Trabajos de Miguel A Ballester

Computer Science


  Listando 18 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 Design and Evaluation of an Antenna Applicator for a Microwave Colonoscopy System Guardiola, Marta; Djafri, Kahina; Challal, Mouloud; Gonzalez Ballester, Miguel A.; Fernandez-Esparrach, Gloria; Camara, Oscar; Romeu, Jordi IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION 0018-926X (2019) DOI / 10.1109/tap.2019.2896703 Green published
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Article Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved? Bernard, Olivier; Lalande, Alain; Zotti, Clement; Cervenansky, Frederick; Yang, Xin; Heng, Pheng-Ann; Cetin, Irem; Lekadir, Karim; Camara, Oscar; Gonzalez Ballester, Miguel Angel; Sanroma, Gerard; Napel, Sandy; Petersen, Steffen; Tziritas, Georgios; Grinia IEEE TRANSACTIONS ON MEDICAL IMAGING 0278-0062 (2018) DOI / 10.1109/tmi.2018.2837502
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Article Simulating intervertebral disc cell behaviour within 3D multifactorial environments Baumgartner, L.; Reagh, J. J.; Gonzalez Ballester, M. A.; Noailly, J. BIOINFORMATICS 1367-4803 (2021) DOI / 10.1093/bioinformatics/btaa939 Green published, Green submitted
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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 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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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 Handling confounding variables in statistical shape analysis - application to cardiac remodelling Bernardino, Gabriel; Benkarim, Oualid; Sanz-de la Garza, Maria; Prat-Gonzalez, Susanna; Sepulveda-Martinez, Alvaro; Crispi, Fatima; Sitges, Marta; Butakoff, Constantine; De Craene, Mathieu; Bijnens, Bart; Gonzalez Ballester, Miguel A. MEDICAL IMAGE ANALYSIS 1361-8415 (2020) DOI / 10.1016/j.media.2020.101792 Green submitted
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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 3-D Subject-Specific Shape and Density Estimation of the Lumbar Spine From a Single Anteroposterior DXA Image Including Assessment of Cortical and Trabecular Bone Lopez Picazo, Mirella; Magallon Baro, Alba; Del Rio Barquero, Luis M.; di Gregorio, Silvana; Martelli, Yves; Romera, Jordi; Steghofer, Martin; Gonzalez Ballester, Miguel A.; Humbert, Ludovic IEEE TRANSACTIONS ON MEDICAL IMAGING 0278-0062 (2018) DOI / 10.1109/tmi.2018.2845909
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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 Weighted regularized statistical shape space projection for breast 3D model reconstruction Ruiz, Guillermo; Ramon, Eduard; Garcia, Jaime; Sukno, Federico M.; Gonzslez Ballester, Miguel A. MEDICAL IMAGE ANALYSIS 1361-8415 (2018) DOI / 10.1016/j.media.2018.04.007
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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 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
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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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