Fetal Head and Pubic Symphysis Segmentation in Intrapartum Ultrasound Image Using a Dual-Path Boundary-Guided Residual Network
Chen, Zhensen, Lu, Yaosheng, Long, Shun, Campello, Victor M., Bai, Jieyun, Lekadir, Karim
Published in IEEE journal of biomedical and health informatics (01.08.2024)
Published in IEEE journal of biomedical and health informatics (01.08.2024)
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Journal Article
Image‐Based Biological Heart Age Estimation Reveals Differential Aging Patterns Across Cardiac Chambers
Salih, Ahmed M., Pujadas, Esmeralda Ruiz, Campello, Víctor M., McCracken, Celeste, Harvey, Nicholas C., Neubauer, Stefan, Lekadir, Karim, Nichols, Thomas E., Petersen, Steffen E., Raisi‐Estabragh, Zahra
Published in Journal of magnetic resonance imaging (01.12.2023)
Published in Journal of magnetic resonance imaging (01.12.2023)
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Journal Article
Prediction of incident cardiovascular events using machine learning and CMR radiomics
Pujadas, Esmeralda Ruiz, Raisi-Estabragh, Zahra, Szabo, Liliana, McCracken, Celeste, Morcillo, Cristian Izquierdo, Campello, Víctor M., Martín-Isla, Carlos, Atehortua, Angelica M., Vago, Hajnalka, Merkely, Bela, Maurovich-Horvat, Pal, Harvey, Nicholas C., Neubauer, Stefan, Petersen, Steffen E., Lekadir, Karim
Published in European radiology (01.05.2023)
Published in European radiology (01.05.2023)
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Journal Article
Domain generalization in deep learning for contrast-enhanced imaging
Sendra-Balcells, Carla, Campello, Víctor M., Martín-Isla, Carlos, Viladés, David, Descalzo, Martín L., Guala, Andrea, Rodríguez-Palomares, José F., Lekadir, Karim
Published in Computers in biology and medicine (01.10.2022)
Published in Computers in biology and medicine (01.10.2022)
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Journal Article
Cardiac aging synthesis from cross-sectional data with conditional generative adversarial networks
Campello, Víctor M, Xia, Tian, Liu, Xiao, Sanchez, Pedro, Martín-Isla, Carlos, Petersen, Steffen E, Seguí, Santi, Tsaftaris, Sotirios A, Lekadir, Karim
Published in Frontiers in cardiovascular medicine (23.09.2022)
Published in Frontiers in cardiovascular medicine (23.09.2022)
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Journal Article
Radiomics-Based Classification of Left Ventricular Non-compaction, Hypertrophic Cardiomyopathy, and Dilated Cardiomyopathy in Cardiovascular Magnetic Resonance
Izquierdo, Cristian, Casas, Guillem, Martin-Isla, Carlos, Campello, Victor M., Guala, Andrea, Gkontra, Polyxeni, Rodríguez-Palomares, Jose F., Lekadir, Karim
Published in Frontiers in cardiovascular medicine (29.10.2021)
Published in Frontiers in cardiovascular medicine (29.10.2021)
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Journal Article
Radiomics analysis enhances the diagnostic performance of CMR stress perfusion: a proof-of-concept study using the Dan-NICAD dataset
Raisi-Estabragh, Zahra, Martin-Isla, Carlos, Nissen, Louise, Szabo, Liliana, Campello, Victor M, Escalera, Sergio, Winther, Simon, Bøttcher, Morten, Lekadir, Karim, Petersen, Steffen E
Published in Frontiers in cardiovascular medicine (15.09.2023)
Published in Frontiers in cardiovascular medicine (15.09.2023)
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Journal Article
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge
Campello, Victor M., Gkontra, Polyxeni, Izquierdo, Cristian, Martin-Isla, Carlos, Sojoudi, Alireza, Full, Peter M., Maier-Hein, Klaus, Zhang, Yao, He, Zhiqiang, Ma, Jun, Parreno, Mario, Albiol, Alberto, Kong, Fanwei, Shadden, Shawn C., Acero, Jorge Corral, Sundaresan, Vaanathi, Saber, Mina, Elattar, Mustafa, Li, Hongwei, Menze, Bjoern, Khader, Firas, Haarburger, Christoph, Scannell, Cian M., Veta, Mitko, Carscadden, Adam, Punithakumar, Kumaradevan, Liu, Xiao, Tsaftaris, Sotirios A., Huang, Xiaoqiong, Yang, Xin, Li, Lei, Zhuang, Xiahai, Vilades, David, Descalzo, Martin L., Guala, Andrea, Mura, Lucia La, Friedrich, Matthias G., Garg, Ria, Lebel, Julie, Henriques, Filipe, Karakas, Mahir, Cavus, Ersin, Petersen, Steffen E., Escalera, Sergio, Segui, Santi, Rodriguez-Palomares, Jose F., Lekadir, Karim
Published in IEEE transactions on medical imaging (01.12.2021)
Published in IEEE transactions on medical imaging (01.12.2021)
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Journal Article
Cardiac magnetic resonance radiomics: basic principles and clinical perspectives
Raisi-Estabragh, Zahra, Izquierdo, Cristian, Campello, Victor M, Martin-Isla, Carlos, Jaggi, Akshay, Harvey, Nicholas C, Lekadir, Karim, Petersen, Steffen E
Published in European heart journal cardiovascular imaging (01.04.2020)
Published in European heart journal cardiovascular imaging (01.04.2020)
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Journal Article
Cardiac segmentation on late gadolinium enhancement MRI: A benchmark study from multi-sequence cardiac MR segmentation challenge
Zhuang, Xiahai, Xu, Jiahang, Luo, Xinzhe, Chen, Chen, Ouyang, Cheng, Rueckert, Daniel, Campello, Victor M., Lekadir, Karim, Vesal, Sulaiman, RaviKumar, Nishant, Liu, Yashu, Luo, Gongning, Chen, Jingkun, Li, Hongwei, Ly, Buntheng, Sermesant, Maxime, Roth, Holger, Zhu, Wentao, Wang, Jiexiang, Ding, Xinghao, Wang, Xinyue, Yang, Sen, Li, Lei
Published in Medical image analysis (01.10.2022)
Published in Medical image analysis (01.10.2022)
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Journal Article
Atrial fibrillation prediction by combining ECG markers and CMR radiomics
Pujadas, Esmeralda Ruiz, Raisi-Estabragh, Zahra, Szabo, Liliana, Morcillo, Cristian Izquierdo, Campello, Víctor M., Martin-Isla, Carlos, Vago, Hajnalka, Merkely, Bela, Harvey, Nicholas C., Petersen, Steffen E., Lekadir, Karim
Published in Scientific reports (07.11.2022)
Published in Scientific reports (07.11.2022)
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Journal Article
Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries
Sendra-Balcells, Carla, Campello, Víctor M., Torrents-Barrena, Jordina, Ahmed, Yahya Ali, Elattar, Mustafa, Ohene-Botwe, Benard, Nyangulu, Pempho, Stones, William, Ammar, Mohammed, Benamer, Lamya Nawal, Kisembo, Harriet Nalubega, Sereke, Senai Goitom, Wanyonyi, Sikolia Z., Temmerman, Marleen, Gratacós, Eduard, Bonet, Elisenda, Eixarch, Elisenda, Mikolaj, Kamil, Tolsgaard, Martin Grønnebæk, Lekadir, Karim
Published in Scientific reports (15.02.2023)
Published in Scientific reports (15.02.2023)
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Journal Article
Minimising multi-centre radiomics variability through image normalisation: a pilot study
Campello, Víctor M., Martín-Isla, Carlos, Izquierdo, Cristian, Guala, Andrea, Palomares, José F. Rodríguez, Viladés, David, Descalzo, Martín L., Karakas, Mahir, Çavuş, Ersin, Raisi-Estabragh, Zahra, Petersen, Steffen E., Escalera, Sergio, Seguí, Santi, Lekadir, Karim
Published in Scientific reports (22.07.2022)
Published in Scientific reports (22.07.2022)
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Journal Article
PSFHS challenge report: Pubic symphysis and fetal head segmentation from intrapartum ultrasound images
Bai, Jieyun, Zhou, Zihao, Ou, Zhanhong, Koehler, Gregor, Stock, Raphael, Maier-Hein, Klaus, Elbatel, Marawan, Martí, Robert, Li, Xiaomeng, Qiu, Yaoyang, Gou, Panjie, Chen, Gongping, Zhao, Lei, Zhang, Jianxun, Dai, Yu, Wang, Fangyijie, Silvestre, Guénolé, Curran, Kathleen, Sun, Hongkun, Xu, Jing, Cai, Pengzhou, Jiang, Lu, Lan, Libin, Ni, Dong, Zhong, Mei, Chen, Gaowen, Campello, Víctor M., Lu, Yaosheng, Lekadir, Karim
Published in Medical image analysis (01.01.2025)
Published in Medical image analysis (01.01.2025)
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Journal Article
Author Correction: Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries
Sendra-Balcells, Carla, Campello, Víctor M., Torrents-Barrena, Jordina, Ahmed, Yahya Ali, Elattar, Mustafa, Ohene-Botwe, Benard, Nyangulu, Pempho, Stones, William, Ammar, Mohammed, Benamer, Lamya Nawal, Kisembo, Harriet Nalubega, Sereke, Senai Goitom, Wanyonyi, Sikolia Z., Temmerman, Marleen, Gratacós, Eduard, Bonet, Elisenda, Eixarch, Elisenda, Mikolaj, Kamil, Tolsgaard, Martin Grønnebæk, Lekadir, Karim
Published in Scientific reports (28.02.2023)
Published in Scientific reports (28.02.2023)
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Journal Article
Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI
Campello, Víctor M., Martín-Isla, Carlos, Izquierdo, Cristian, Petersen, Steffen E., Ballester, Miguel A. González, Lekadir, Karim
Published in Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges (2020)
Published in Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges (2020)
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Book Chapter
Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&ms Challenge
Martin-Isla, Carlos, Campello, Victor M., Izquierdo, Cristian, Kushibar, Kaisar, Sendra-Balcells, Carla, Gkontra, Polyxeni, Sojoudi, Alireza, Fulton, Mitchell J, Arega, Tewodros Weldebirhan, Punithakumar, Kumaradevan, Li, Lei, Sun, Xiaowu, Khalil, Yasmina Al, Liu, Di, Jabbar, Sana, Queiros, Sandro, Galati, Francesco, Mazher, Moona, Gao, Zheyao, Beetz, Marcel, Tautz, Lennart, Galazis, Christoforos, Varela, Marta, Hullebrand, Markus, Grau, Vicente, Zhuang, Xiahai, Puig, Domenec, Zuluaga, Maria A., Mohy-ud-Din, Hassan, Metaxas, Dimitris, Breeuwer, Marcel, Geest, Rob J. van der, Noga, Michelle, Bricq, Stephanie, Rentschler, Mark E., Guala, Andrea, Petersen, Steffen E., Escalera, Sergio, Palomares, Jose F. Rodriguez, Lekadir, Karim
Published in IEEE journal of biomedical and health informatics (01.07.2023)
Published in IEEE journal of biomedical and health informatics (01.07.2023)
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Journal Article
Stacked BCDU-Net with Semantic CMR Synthesis: Application to Myocardial Pathology Segmentation Challenge
Martín-Isla, Carlos, Asadi-Aghbolaghi, Maryam, Gkontra, Polyxeni, Campello, Victor M., Escalera, Sergio, Lekadir, Karim
Published in Myocardial Pathology Segmentation Combining Multi-Sequence Cardiac Magnetic Resonance Images (2020)
Published in Myocardial Pathology Segmentation Combining Multi-Sequence Cardiac Magnetic Resonance Images (2020)
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Book Chapter