Browsing by Author Lekadir, Karim, 1977-
Showing results 5 to 23 of 23
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Issue Date | Title | Author(s) |
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23-Sep-2022 | Cardiac aging synthesis from cross-sectional data with conditional generative adversarial networks | Campello, Víctor Manuel; Xia, Tian; Liu, Xiao; Sánchez, Pedro; Martin-Isla, Carlos; Petersen, Steffen E.; Seguí Mesquida, Santi; Tsaftaris, Sotirios; Lekadir, Karim, 1977- |
6-Mar-2020 | Cardiac magnetic resonance radiomics: basic principles and clinical perspectives | Raisi-Estabragh, Zahra; Izquierdo, Cristian; Campello Román, Víctor Manuel; Martin Isla, Carlos; Jaggi, Akshay; Harvey, Nicholas C.; Lekadir, Karim, 1977-; Petersen, Steffen E. |
7-Aug-2020 | Current and Future Role of Artificial Intelligence in Cardiac Imaging | Lekadir, Karim, 1977-; Leiner, Tim; Young, Alistair A.; Petersen, Steffen E. |
20-Jun-2021 | Data mining and visualization of multisource big data in the UK-Biobank | Domı́nguez Ortega, Alex |
5-Mar-2021 | Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools | Díaz, Oliver; Kushibar, Kaisar; Osuala, Richard; Linardos, Akis; Garrucho, Lídia; Igual Muñoz, Laura; Radeva, Petia; Prior, Fred; Gkontra, Polyxeni; Lekadir, Karim, 1977- |
Oct-2022 | Domain generalization in deep learning based mass detection in mammography: A large-scale multi-center study | Garrucho Moras, Lidia; Kushibar, Kaisar; Jouide El Kaderi, Socayna; Díaz, Oliver; Igual Muñoz, Laura; Lekadir, Karim, 1977- |
27-Jul-2022 | Estimation of biological heart age using cardiovascular magnetic resonance radiomics | Raisi-Estabragh, Zahra; Salih, Ahmed; Gkontra, Polyxeni; Atehortúa, Angélica; Radeva, Petia; Boscolo Galazzo, Ilaria; Menegaz, Gloria; Harvey, Nicholas C.; Lekadir, Karim, 1977-; Petersen, Steffen E. |
3-Mar-2022 | Federated learning for multi-center imaging diagnostics: a simulation study in cardiovascular disease | Linardos, Akis; Kushibar, Kaisar; Walsh, Sean; Gkontra, Polyxeni; Lekadir, Karim, 1977- |
15-Dec-2023 | Generalizability in multi-centre cardiac image analysis with machine learning | Campello Román, Víctor Manuel |
21-Jan-2021 | Identifying causative mechanisms linking early-life stress to psycho-cardio-metabolic multi-morbidity: The EarlyCause project | Mariani, Nicole; Borsini, Alessandra; Cecil, Charlotte A. M.; Felix, Janine F.; Sebert, Sylvain; Cattaneo, Annamaria; Walton, Esther; Milaneschi, Yuri; Cochrane, Guy; Amid, Clara; Rajan, Jeena; Giacobbe, Juliette; Sanz, Yolanda; Agustí, Ana; Sorg, Tania; Herault, Yann; Miettunen, Jouko; Parmar, Priyanka; Cattane, Nadia; Jaddoe, Vincent; Lötjönen, Jyrki; Buisan, Carme; González Ballester, Miguel Ángel; Piella, Gemma; Gelpí Buchaca, Josep Lluís; Lamers, Femke; Penninx, Brenda W. J. H.; Tiemeier, Henning; von Tottleben, Malte; Thiel, Rainer; Heil, Katharina F.; Järvelin, Marjo Riitta; Pariante, Carmine M.; Mansuy, Isabelle M.; Lekadir, Karim, 1977- |
14-Apr-2022 | Mathematical Abilities in School-Aged Children: A Structural Magnetic Resonance Imaging Analysis With Radiomics | Pina, Violeta; Campello, Víctor Manuel; Lekadir, Karim, 1977-; Seguí Mesquida, Santi; García-Santos, José M.; Fuentes, Luis J, |
2-Sep-2021 | Measuring domain shift effect for deep learning in mammography | Zhu, Ling |
22-Jul-2022 | Minimising multi-centre radiomics variability through image normalisation: A pilot study | Campello, Víctor Manuel; Martin-Isla, Carlos; Izquierdo, Cristian; Guala, Andrea; Rodríguez Palomares, José F.; Viladés, David; Descalzo, Martín L.; Karakas, Mahir; Çavus, Ersin; Raisi-Estabragh, Zahra; Petersen, Steffen E.; Escalera Guerrero, Sergio; Seguí Mesquida, Santi; Lekadir, Karim, 1977- |
30-Nov-2021 | Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge | Campello, Víctor Manuel; Gkontra, Polyxeni; Izquierdo Morcillo, Cristian; Martin-Isla, Carlos; Sojoudi, Alireza; Full, Peter M.; Maier-Hein, Klaus; Zhang, Yao; He, Zhiqiang; Ma, Jun; Parreño, Mario; Albiol, Alberto; Kong, Fanwei; Shadden, Shawn C.; Acero Corral, Jorge; 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; Viladés, David; Descalzo, Martín L.; Guala, Andrea; La Mura, Lucía; Friedrich, Matthias G.; Escalera Guerrero, Sergio; Seguí Mesquida, Santi; Lekadir, Karim, 1977- |
2-Nov-2020 | Radiomics signatures of cardiovascular risk factors in cardiac MRI: Results from the UK Biobank | Cetin, Irem; Raisi-Estabragh, Zahra; Petersen, Steffen E.; Napel, Sandy; Piechnik, Stefan K.; Neubauer, Stefan; González Ballester, Miguel Ángel; Cámara, Oscar; Lekadir, Karim, 1977- |
29-Oct-2021 | Radiomics-Based Classification of Left Ventricular Non-compaction, Hypertrophic Cardiomyopathy, and Dilated Cardiomyopathy in Cardiovascular Magnetic Resonance | Izquierdo Morcillo, Cristian.; Casas Masnou, Guillem; Martin-Isla, Carlos; Campello, Víctor Manuel; Guala, Andrea; Gkontra, Polyxeni; Rodriguez-Palomares, José F.; Lekadir, Karim, 1977- |
21-Dec-2020 | Stacked BCDU-Net with Semantic CMR Synthesis: Application to Myocardial Pathology Segmentation Challenge | Martin-Isla, Carlos; Asadi-Aghbolaghi, Maryam; Gkontra, Polyxeni; Campello, Víctor Manuel; Escalera Guerrero, Sergio; Lekadir, Karim, 1977- |
Jan-2022 | Vessel-CAPTCHA: An efficient learning framework for vessel annotation and segmentation | Ngoc Dang, Vien; Galati, Francesco; Cortese, Rosa; Di Giacomo, Giuseppe; Marconetto, Viola; Mathur, Prateek; Lekadir, Karim, 1977-; Lorenzi, Marco; Prados, Ferran; Zuluaga, Maria A. |
6-Apr-2021 | Women with diabetes are at increased relative risk of heart failure compared to men: Insights from UK Biobank | Chadalavada, Sucharitha; Jensen, Magnus T.; Aung, Nay; Cooper, Jackie; Lekadir, Karim, 1977-; Munroe, Patricia B.; Petersen, Steffen E. |