Latest publications
Here is our last 100 publications. Get more information about our publications by reading each member's profile page.
Robust Deep Neural Network for Learning in Noisy Multi-Label Food Images
2024 | Roberto Morales, Angela Martinez-Arroyo, Eduardo Aguilar | Sensors 24 (7), 2034, 2024
ChatGPT y educación universitaria: posibilidades y límites de ChatGPT como herramienta docente
2024 | Mireia Ribera, Oliver Díaz | Universitat de Barcelona. IDP/ICE & Ediciones Octaedro, 2024
Joint AAPM Task Group 282/EFOMP Working Group Report: Breast dosimetry for standard and contrast‐enhanced mammography and breast tomosynthesis
2024 | Ioannis Sechopoulos, David R Dance, John M Boone, Hilde T Bosmans, Marco Caballo, Oliver Diaz, Ruben van Engen, Christian Fedon, Stephen J Glick, Andrew M Hernandez, Melissa L Hill, Katie W Hulme, Renata Longo, Carolina Rabin, Wendelien BG Sanderink, J Anthony Seibert | Medical physics 51 (2), 712-739, 2024
Towards Learning Contrast Kinetics with Multi-Condition Latent Diffusion Models
2024 | Richard Osuala, Daniel Lang, Preeti Verma, Smriti Joshi, Apostolia Tsirikoglou, Grzegorz Skorupko, Kaisar Kushibar, Lidia Garrucho, Walter HL Pinaya, Oliver Diaz, Julia Schnabel, Karim Lekadir | arXiv preprint arXiv:2403.13890, 2024
ChatGPT y educación universitaria: posibilidades y límites de ChatGPT como herramienta docente [vídeo]
2024 | Daniel Ortiz Martínez, Eloi Puertas i Prats, Mireia Ribera, Oliver Díaz, Cristina Galván Fernández, Raúl Arango Pérez, Miguel Huayllas Choque, Meritxell Martínez Riera, Roger Angela i Gambús, Jordi Tremosa Armengol | Universitat de Barcelona. Institut de Desenvolupament Professional (IDP-ICE), 2024
Effects of Pre-and Postnatal Early-Life Stress on Internalizing, Adiposity, and Their Comorbidity
2024 | Serena Defina, Tom Woofenden, Vilte Baltramonaityte, Carmine M Pariante, Karim Lekadir, Vincent WV Jaddoe, Fadila Serdarevic, Henning Tiemeier, Esther Walton, Janine F Felix, Charlotte AM Cecil, EarlyCause Consortium | Journal of the American Academy of Child & Adolescent Psychiatry 63 (2), 255-265, 2024
Cohort Profile: The Cardiovascular Research Data Catalogue
2024 | Jaakko Reinikainen, Tarja Palosaari, Alejandro J Canosa-Valls, Carsten O Schmidt, Rita Wissa, Sucharitha Chadalavada, Laia Codó, Josep Lluís Gelpí, Bijoy Joseph, Aad van der Lugt, Elsa Pacella, Steffen E Petersen, Esmeralda Ruiz Pujadas, Liliana Szabo, Tanja Zeller, Teemu Niiranen, Karim Lekadir, Kari Kuulasmaa | International Journal of Epidemiology 53 (1), dyad175, 2024
A structural heart-brain axis mediates the association between cardiovascular risk and cognitive function
2024 | Akshay Jaggi, Eleanor LS Conole, Zahra Raisi-Estabragh, Polyxeni Gkontra, Celeste McCracken, Liliana Szabo, Stefan Neubauer, Steffen E Petersen, Simon R Cox, Karim Lekadir | Imaging Neuroscience 2, 1-18, 2024
Aligning Cancer Research Priorities in Europe with Recommendations for Conquering Cancer: A Comprehensive Analysis
2024 | Denis Horgan, Marc Van den Bulcke, Umberto Malapelle, Nicola Normanno, Ettore D Capoluongo, Arsela Prelaj, Carmelo Rizzari, Aliki Stathopoulou, Jaya Singh, Marta Kozaric, France Dube, Manuel Ottaviano, Stefania Boccia, Gabriella Pravettoni, Ivana Cattaneo, Núria Malats, Reinhard Buettner, Karim Lekadir, Francesco de Lorenzo, Patricia Blanc, Catherine Alix-Panabieres, Sara Badreh, Paul Hofman, Eric Solary, Ruggero De Maria | Healthcare 12 (2), 259, 2024
Tackling the implementation gap for the uptake of NGS and advanced molecular diagnostics into healthcare systems
2024 | Denis Horgan, Marc Van den Bulcke, Umberto Malapelle, Giancarlo Troncone, Nicola Normanno, Ettore D Capoluongo, Arsela Prelaj, Carmelo Rizzari, Dario Trapani, Jaya Singh, Marta Kozaric, John Longshore, Manuel Ottaviano, Stefania Boccia, Gabriella Pravettoni, Ivana Cattaneo, Núria Malats, Reinhard Buettner, Karim Lekadir, Francesco de Lorenzo, Paul Hofman, Ruggero De Maria | Heliyon 10 (1), 2024
New implementation of data standards for AI research in precision oncology. Experience from EuCanImage.
2024 | Teresa Garcia-Lezana, Maciej Bobowicz, Santiago Frid, Michael Rutherford, Mikel Recuero, Katrine Riklund, Aldar Cabrelles, Marlena Rygusik, Lauren Fromont, Roberto Francischello, Emanuele Neri, Salvador Capella, Fred Prior, Jonathan Bona, Pilar Nicolas, Martijn PA Starmans, Karim Lekadir, Jordi Rambla, EuCanImage | medRxiv, 2024.03. 15.24303032, 2024
Bayesian DivideMix++ for Enhanced Learning with Noisy Labels
2024 | Bhalaji Nagarajan, Ricardo Marques, Eduardo Aguilar, Petia Radeva | Neural Networks 172, 106122, 2024
A bootstrap method based on linear regression to estimate COVID-19 Ecological Risk in Catalonia
2023 | Nicolas Ayala-Aldana, Antonio Monleon-Getino, Jaume Canela-Soler, Petia Radeva, Javier Rodenas
DIVE: a reference-free statistical approach to diversity-generating and mobile genetic element discovery
2023 | Jordi Abante, Peter L Wang, Julia Salzman | Genome Biology 24 (1), 240, 2023
DNA methylation entropy is associated with DNA sequence features and developmental epigenetic divergence
2023 | Yuqi Fang, Zhicheng Ji, Weiqiang Zhou, Jordi Abante, Michael A Koldobskiy, Hongkai Ji, Andrew P Feinberg | Nucleic Acids Research, 2023
Assessing Tree-Based Phenotype Prediction on the UK Biobank
2023 | Alex Meléndez, Cayetana López, David Bonet, Gerard Sant, Daniel Mas Montserrat, Jordi Abante, Manuel Rivas, Ferran Marqués, Alexander G Ioannidis | 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023
Author Correction: The impact of rare germline variants on human somatic mutation processes
2023 | Mischan Vali-Pour, Solip Park, Jose Espinosa-Carrasco, Daniel Ortiz-Martínez, Ben Lehner, Fran Supek | nature communications 14 (1), 5448, 2023
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging
2023 | Richard Osuala, Kaisar Kushibar, Lidia Garrucho, Akis Linardos, Zuzanna Szafranowska, Stefan Klein, Ben Glocker, Oliver Diaz, Karim Lekadir | Medical Image Analysis 84, 102704, 2023
medigan: a Python library of pretrained generative models for medical image synthesis
2023 | Richard Osuala, Grzegorz Skorupko, Noussair Lazrak, Lidia Garrucho, Eloy García, Smriti Joshi, Socayna Jouide, Michael Rutherford, Fred Prior, Kaisar Kushibar, Oliver Díaz, Karim Lekadir | Journal of Medical Imaging 10 (6), 061403-061403, 2023
FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
2023 | Karim Lekadir, Aasa Feragen, Abdul Joseph Fofanah, Alejandro F Frangi, Alena Buyx, Anais Emelie, Andrea Lara, Antonio R Porras, An-Wen Chan, Arcadi Navarro, Ben Glocker, Benard O Botwe, Bishesh Khanal, Brigit Beger, Carol C Wu, Celia Cintas, Curtis P Langlotz, Daniel Rueckert, Deogratias Mzurikwao, Dimitrios I Fotiadis, Doszhan Zhussupov, Enzo Ferrante, Erik Meijering, Eva Weicken, Fabio A González, Folkert W Asselbergs, Fred Prior, Gabriel P Krestin, Gary Collins, Geletaw S Tegenaw, Georgios Kaissis, Gianluca Misuraca, Gianna Tsakou, Girish Dwivedi, Haridimos Kondylakis, Harsha Jayakody, Henry C Woodruf, Hugo JWL Aerts, Ian Walsh, Ioanna Chouvarda, Irène Buvat, Islem Rekik, James Duncan, Jayashree Kalpathy-Cramer, Jihad Zahir, Jinah Park, John Mongan, Judy W Gichoya, Julia A Schnabel, Kaisar Kushibar, Katrine Riklund, Kensaku Mori, Kostas Marias, Lameck M Amugongo, Lauren A Fromont, Lena Maier-Hein, Leonor Cerdá Alberich, Leticia Rittner, Lighton Phiri, Linda Marrakchi-Kacem, Lluís Donoso-Bach, Luis Martí-Bonmatí, M Jorge Cardoso, Maciej Bobowicz, Mahsa Shabani, Manolis Tsiknakis, Maria A Zuluaga, Maria Bielikova, Marie-Christine Fritzsche, Marius George Linguraru, Markus Wenzel, Marleen De Bruijne, Martin G Tolsgaard, Marzyeh Ghassemi, Md Ashrafuzzaman, Melanie Goisauf, Mohammad Yaqub, Mohammed Ammar, Mónica Cano Abadía, Mukhtar ME Mahmoud, Mustafa Elattar, Nicola Rieke, Nikolaos Papanikolaou, Noussair Lazrak, Oliver Díaz, Olivier Salvado, Oriol Pujol, Ousmane Sall, Pamela Guevara, Peter Gordebeke, Philippe Lambin, Pieta Brown, Purang Abolmaesumi, Qi Dou, Qinghua Lu, Richard Osuala, Rose Nakasi, S Kevin Zhou, Sandy Napel, Sara Colantonio, Shadi Albarqouni, Smriti Joshi, Stacy Carter, Stefan Klein, Steffen E Petersen, Susanna Aussó, Suyash Awate, Tammy Riklin Raviv, Tessa Cook, Tinashe EM Mutsvangwa, Wendy A Rogers, Wiro J Niessen, Xènia Puig-Bosch, Yi Zeng, Yunusa G Mohammed, Yves Saint James Aquino, Zohaib Salahuddin, Martijn Starmans | arXiv preprint arXiv:2309.12325, 2023
High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection
2023 | Lidia Garrucho, Kaisar Kushibar, Richard Osuala, Oliver Diaz, Alessandro Catanese, Javier Del Riego, Maciej Bobowicz, Fredrik Strand, Laura Igual, Karim Lekadir | Frontiers in Oncology 12, 7424, 2023
Pre-to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation
2023 | Richard Osuala, Smriti Joshi, Apostolia Tsirikoglou, Lidia Garrucho, Walter HL Pinaya, Oliver Diaz, Karim Lekadir | arXiv preprint arXiv:2311.10879, 2023
Revisiting Skin Tone Fairness in Dermatological Lesion Classification
2023 | Thorsten Kalb, Kaisar Kushibar, Celia Cintas, Karim Lekadir, Oliver Diaz, Richard Osuala | Workshop on Clinical Image-Based Procedures, 246-255, 2023
Reviews in cancer imaging and image-directed interventions
2023 | Omar S Al-Kadi, Oliver Diaz | Frontiers in Oncology 13, 1183302, 2023
A fully automatic method for vascular tortuosity feature extraction in the supra-aortic region: unraveling possibilities in stroke treatment planning
2023 | Pere Canals, Simone Balocco, Oliver Díaz, Jiahui Li, A García-Tornel, Alejandro Tomasello, Marta Olivé-Gadea, Marc Ribó | Computerized Medical Imaging and Graphics 104, 102170, 2023
From the clinic: A survey on trustworthy AI in breast cancer*
2023 | Smriti Joshi, Anais Emelie, Maciej Bobowicz, Gianna Tsakou, Stefanie Charalambous, Zohaib Salahuddin, Oliver Diaz, Karim Lekadir | 2023 IEEE EMBS Special Topic Conference on Data Science and Engineering in …, 2023
SELF-QuestionnAIre
2023 | Oliver Díaz | Revista del Congrés Internacional de Docència Universitària i Innovació (CIDUI), 2023
Pre‐procedural 3D visualization of deep‐learning vascular segmentation enhances identification of difficult femoral access in thrombectomy
2023 | Pere Canals, Manuel Requena, Álvaro García‐Tornel, Marc Molina, Alejandro Tomasello, Jiahui Li, Simone Balocco, Oliver Díaz, Marc Ribó | Stroke: Vascular and Interventional Neurology 3, e12823_153, 2023
Cardiometabolic risk estimation using exposome data and machine learning
2023 | Angélica Atehortúa, Polyxeni Gkontra, Marina Camacho, Oliver Diaz, Maria Bulgheroni, Valentina Simonetti, Marc Chadeau-Hyam, Janine F Felix, Sylvain Sebert, Karim Lekadir | International Journal of Medical Informatics 179, 105209, 2023
OPEN ACCESS EDITED BY
2023 | Oliver Diaz, Zhaohua Miao, Bingxia Zhao, Shanhui Fan, Hengyu Zhao, Qingliang Zhao, Jingsong Mao, L Yang, Y Chen, S Ling, J Wang, G Wang, B Zhang, H Zhao, Q Zhao | Reviews in cancer imaging and image-directed interventions, 59, 2023
End-to-end mammographic breast density quantification with deep learning: preliminary study on simulated mammograms
2023 | Sjoerd AM Tunissen, Andrea Motta, Franziska Mauter, Eloy García, Oliver Diaz, John M Boone, Ioannis Sechopoulos, Marco Caballo | Medical Imaging 2023: Computer-Aided Diagnosis 12465, 99-105, 2023
Abstract Number‐11: Automated Measurement Of Vascular Tortuosity: Association With Baseline Clinical Characteristics And Impact On Mechanical Thrombectomy
2023 | Pere Canals, Jiahui Li, Simone Balocco, Oliver Díaz Montesdeoca, Alejandro Tomasello, Marc Ribo | Stroke: Vascular and Interventional Neurology 3, e12446, 2023
Automated Measurement Of Vascular Tortuosity: Association With Baseline Clinical Characteristics And Impact On Thrombectomy Procedures
2023 | Pere Canals, Jiahui Li, Simone Balocco, Oliver Diaz, Alejandro Tomasello, Marc Ribo | STROKE 54, 2023
La inteligencia artificial y la radiología: dos mundos llamados a entenderse
2023 | Oliver Diaz Montesdeoca | Imagen Diagnóstica 14 (02), 37-42, 2023
Deep learning segmentation of the right ventricle in cardiac mri: The m&ms challenge
2023 | Carlos Martín-Isla, Víctor M Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, Alireza Sojoudi, Mitchell J Fulton, Tewodros Weldebirhan Arega, Kumaradevan Punithakumar, Lei Li, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro Queirós, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz, Lennart Tautz, Christoforos Galazis, Marta Varela, Markus Hullebrand, Vicente Grau, Xiahai Zhuang, Domenec Puig, Maria A Zuluaga, Hassan Mohy-ud-Din, Dimitris Metaxas, Marcel Breeuwer, Rob J Van Der Geest, Michelle Noga, Stephanie Bricq, Mark E Rentschler, Andrea Guala, Steffen E Petersen, Sergio Escalera, Jose F Rodriguez Palomares, Karim Lekadir | IEEE Journal of Biomedical and Health Informatics, 2023
Depression, cardiometabolic disease, and their co-occurrence after childhood maltreatment: an individual participant data meta-analysis including over 200,000 participants
2023 | Camille Souama, Femke Lamers, Yuri Milaneschi, Christiaan H Vinkers, Serena Defina, Linda Garvert, Frederike Stein, Tom Woofenden, Katharina Brosch, Udo Dannlowski, Henrike Galenkamp, Ron de Graaf, Vincent WV Jaddoe, Anja Lok, Bas B van Rijn, Henry Völzke, Charlotte AM Cecil, Janine F Felix, Hans J Grabe, Tilo Kircher, Karim Lekadir, Margreet Ten Have, Esther Walton, Brenda WJH Penninx, EarlyCause consortium | BMC medicine 21 (1), 93, 2023
Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects
2023 | Haridimos Kondylakis, Varvara Kalokyri, Stelios Sfakianakis, Kostas Marias, Manolis Tsiknakis, Ana Jimenez-Pastor, Eduardo Camacho-Ramos, Ignacio Blanquer, J Damian Segrelles, Sergio López-Huguet, Caroline Barelle, Magdalena Kogut-Czarkowska, Gianna Tsakou, Nikolaos Siopis, Zisis Sakellariou, Paschalis Bizopoulos, Vicky Drossou, Antonios Lalas, Konstantinos Votis, Pedro Mallol, Luis Marti-Bonmati, Leonor Cerdá Alberich, Karine Seymour, Samuel Boucher, Esther Ciarrocchi, Lauren Fromont, Jordi Rambla, Alexander Harms, Andrea Gutierrez, Martijn PA Starmans, Fred Prior, Josep Ll Gelpi, Karim Lekadir | European Radiology Experimental 7 (1), 20, 2023
Explainable artificial intelligence and cardiac imaging: toward more interpretable models
2023 | Ahmed Salih, Ilaria Boscolo Galazzo, Polyxeni Gkontra, Aaron Mark Lee, Karim Lekadir, Zahra Raisi-Estabragh, Steffen E Petersen | Circulation: Cardiovascular Imaging 16 (4), e014519, 2023
Prediction of incident cardiovascular events using machine learning and CMR radiomics
2023 | Esmeralda Ruiz Pujadas, Zahra Raisi-Estabragh, Liliana Szabo, Celeste McCracken, Cristian Izquierdo Morcillo, Víctor M Campello, Carlos Martín-Isla, Angelica M Atehortua, Hajnalka Vago, Bela Merkely, Pal Maurovich-Horvat, Nicholas C Harvey, Stefan Neubauer, Steffen E Petersen, Karim Lekadir | European radiology 33 (5), 3488-3500, 2023
Commentary on explainable artificial intelligence methods: SHAP and LIME
2023 | Ahmed Salih, Zahra Raisi-Estabragh, Ilaria Boscolo Galazzo, Petia Radeva, Steffen E Petersen, Gloria Menegaz, Karim Lekadir | arXiv preprint arXiv:2305.02012, 2023
Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries
2023 | Carla Sendra-Balcells, Víctor M Campello, Jordina Torrents-Barrena, Yahya Ali Ahmed, Mustafa Elattar, Benard Ohene-Botwe, Pempho Nyangulu, William Stones, Mohammed Ammar, Lamya Nawal Benamer, Harriet Nalubega Kisembo, Senai Goitom Sereke, Sikolia Z Wanyonyi, Marleen Temmerman, Eduard Gratacós, Elisenda Bonet, Elisenda Eixarch, Kamil Mikolaj, Martin Grønnebæk Tolsgaard, Karim Lekadir | Scientific reports 13 (1), 2728, 2023
Machine and deep learning for longitudinal biomedical data: a review of methods and applications
2023 | Anna Cascarano, Jordi Mur-Petit, Jeronimo Hernandez-Gonzalez, Marina Camacho, Nina de Toro Eadie, Polyxeni Gkontra, Marc Chadeau-Hyam, Jordi Vitria, Karim Lekadir | Artificial Intelligence Review 56 (Suppl 2), 1711-1771, 2023
Image‐Based Biological Heart Age Estimation Reveals Differential Aging Patterns Across Cardiac Chambers
2023 | Ahmed M Salih, Esmeralda Ruiz Pujadas, Víctor M Campello, Celeste McCracken, Nicholas C Harvey, Stefan Neubauer, Karim Lekadir, Thomas E Nichols, Steffen E Petersen, Zahra Raisi‐Estabragh | Journal of Magnetic Resonance Imaging 58 (6), 1797-1812, 2023
A multivariate genome-wide association study of psycho-cardiometabolic multimorbidity
2023 | Vilte Baltramonaityte, Jean-Baptiste Pingault, Charlotte AM Cecil, Priyanka Choudhary, Marjo-Riitta Järvelin, Brenda WJH Penninx, Janine Felix, Sylvain Sebert, Yuri Milaneschi, Esther Walton, EarlyCause Consortium | PLoS Genetics 19 (6), e1010508, 2023
Multi-centre deep learning for placenta segmentation in obstetric ultrasound with multi-observer and cross-country generalization
2023 | Lisbeth Anita Andreasen, Aasa Feragen, Anders Nymark Christensen, Jonathan Kistrup Thybo, Morten Bo S Svendsen, Kilian Zepf, Karim Lekadir, Martin Grønnebæk Tolsgaard | Scientific Reports 13 (1), 2221, 2023
Regional and temporal differences in the associations between cardiovascular disease and its classic risk factors: an analysis of 49 cohorts from 11 European countries
2023 | Jaakko Reinikainen, Kari Kuulasmaa, Viktor Oskarsson, Philippe Amouyel, Katia Biasch, Hermann Brenner, Roberto De Ponti, Chiara Donfrancesco, Wojciech Drygas, Jean Ferrieres, Guido Grassi, Sameline Grimsgaard, Licia Iacoviello, Pekka Jousilahti, Line L Kårhus, Frank Kee, Allan Linneberg, Dalia Luksiene, Joany Mariño, Marie Moitry, Luigi Palmieri, Annette Peters, Aleksandra Piwonska, Fosca Quarti-Trevano, Veikko Salomaa, Susana Sans, Carsten Oliver Schmidt, Ben Schöttker, Stefan Söderberg, Abdonas Tamosiunas, Barbara Thorand, Hugh Tunstall-Pedoe, Diego Vanuzzo, Giovanni Veronesi, Mark Woodward, Karim Lekadir, Teemu Niiranen | European Journal of Preventive Cardiology, zwad359, 2023
Is generative artificial intelligence the next step toward a personalized hemodialysis?
2023 | Miguel Hueso, Rafael Álvarez, David Marí, Vicent Ribas-Ripoll, Karim Lekadir, Alfredo Vellido | Revista de investigación clínica 75 (6), 309-317, 2023
USLR: an open-source tool for unbiased and smooth longitudinal registration of brain MR
2023 | Adrià Casamitjana, Roser Sala-Llonch, Karim Lekadir, Juan Eugenio Iglesias | arXiv preprint arXiv:2311.08371, 2023
Challenges of Machine Learning and AI (What Is Next?), Responsible and Ethical AI
2023 | Polyxeni Gkontra, Gianluca Quaglio, Anna Tselioudis Garmendia, Karim Lekadir | Clinical Applications of Artificial Intelligence in Real-World Data, 263-285, 2023
Mobilising collaboration among stakeholders to optimise the growing potential of data for tackling cancer
2023 | Denis Horgan, Marc Van den Bulcke, Umberto Malapelle, Nicola Normanno, Ettore D Capoluongo, Arsela Prelaj, Carmelo Rizzari, Aliki Stathopoulou, Jaya Singh, Marta Kozaric, France Dube, Manuel Ottaviano, Stefania Boccia, Gabriella Pravettoni, Ivana Cattaneo, Núria Malats, Reinhard Buettner, Karim Lekadir, Francesco de Lorenzo, Catherine Alix-Panabieres, Sara Badreh, Paul Hofman, Ruggero De Maria, Eric Solary | Journal of Molecular Pathology 4 (4), 234-258, 2023
Predicting left ventricular hypertrophy from the 12-lead electrocardiogram in the UK Biobank imaging study using machine learning
2023 | Hafiz Naderi, Julia Ramírez, Stefan van Duijvenboden, Esmeralda Ruiz Pujadas, Nay Aung, Lin Wang, Choudhary Anwar Ahmed Chahal, Karim Lekadir, Steffen E Petersen, Patricia B Munroe | European Heart Journal-Digital Health 4 (4), 316-324, 2023
Diabetes and heart failure associations in women and men: Results from the MORGAM consortium
2023 | Sucharitha Chadalavada, Jaakko Reinikainen, Jonas Andersson, Augusto Di Castelnuovo, Licia Iacoviello, Pekka Jousilahti, Line Lund Kårhus, Allan Linneberg, Stefan Söderberg, Hugh Tunstall-Pedoe, Karim Lekadir, Nay Aung, Magnus T Jensen, Kari Kuulasmaa, Teemu J Niiranen, Steffen E Petersen | Frontiers in Cardiovascular Medicine 10, 1136764, 2023
Low-cost predictive models of dementia risk using machine learning and exposome predictors
2023 | Marina Camacho, Angélica Atehortúa, Tim Wilkinson, Polyxeni Gkontra, Karim Lekadir | medRxiv, 2023.05. 03.23289444, 2023
A Review of Evaluation Approaches for Explainable AI With Applications in Cardiology
2023 | Ahmed Salih, Ilaria Boscolo Galazzo, Polyxeni Gkontra, Elisa Rauseo, Aaron Mark Lee, Karim Lekadir, Petia Radeva, Steffen Petersen, Gloria Menegaz | Authorea Preprints, 2023
Radiomics of pericardial fat: a new frontier in heart failure discrimination and prediction
2023 | Liliana Szabo, Ahmed Salih, Esmeralda Ruiz Pujadas, Andrew Bard, Celeste McCracken, Maddalena Ardissino, Charalambos Antoniades, Hajnalka Vago, Pal Maurovich-Horvat, Bela Merkely, Stefan Neubauer, Karim Lekadir, Steffen E Petersen, Zahra Raisi-Estabragh | European Radiology, 1-14, 2023
OPEN ACCESS EDITED BY
2023 | Ali Yilmaz, Lennart Tautz, Fahmi Khalifa, Musa Abdulkareem, M Abdulkareem, AA Kenawy, E Rauseo, AM Lee, A Sojoudi, A Amir-Khalili, K Lekadir, AA Young, MR Barnes, P Barckow, MY Khanji, N Aung, Lee Rauseo, Amir-Khalili Sojoudi, Young Lekadir, Barckow Barnes | Current and Future Role of Artificial Intelligence in Cardiac Imaging …, 2023
Revisiting Skin Tone Fairness in Dermatological Lesion Classification
2023 | Karim Lekadir | Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and …, 2023
Auditing Unfair Biases in CNN-Based Diagnosis of Alzheimer’s Disease
2023 | Vien Ngoc Dang, Adrià Casamitjana, Martijn PA Starmans, Carlos Martín-Isla, Jerónimo Hernández-González, Karim Lekadir, for the Alzheimer’s Disease Neuroimaging Initiative | Workshop on Clinical Image-Based Procedures, 172-182, 2023
DCM-PROGRESS: predicting end-stage heart failure in non-ischemic dilated cardiomyopathy patients
2023 | Amand Floriaan Schmidt, P Leinveber, R Panovsky, L Soukup, P Machac, RR van de Leur, A Sammani, K Lekadir, A Ter Riele, FW Asselbergs, MJ Boonstra | medRxiv, 2023
Scientific Business Abstracts
2023 | Keith Siew, Vaksha Patel, Jasminka Zimmermann, Michael Vaughan, Christopher Cheshire, Angela Kubik, Rebecca Finch, Zhongwang Li, Selin Altinok, Willian De Silvera, Samuel Rodriques, Elizabeth Blaber, Jonathan Schisler, Jonathan Galazka, Muratani Masafumi, Afshin Beheshti, Stephen Walsh, Michael Lean, Roy Taylor, Naveed Sattar, Alasdair Mcintosh, Wilma Leslie, Louise McCombie, Naomi Brosnahan, George Thom, Alison Barnes, Keaton Irvine, Sarah Cook, Sara Hatem, Sean Scully, Hywel T Evans, Ian Farr, Chris Orton, David V Ford, Aziz Sheikh, Jennifer K Quint, David Ferenbach, Lowri Allen, Georgina Mortimer, Rana Fareed, Claire Williams, Steve Bain, Colin Dayan, Diane Fraser, William Hagopian, Richard Oram, Kathleen Gillespie, Omid Sadeghi-Alavijeh, Melanie Chan, Shabbir Moochhala, Sarah Howles, Daniel Gale, Detlef Böckenhauer, Rachel Jennings, Syed Murtuza Baker, Peyman Zarrineh, Ali Al-Banaki, Aoibheann Mullan, Maria Alexandra Goncalves, Neil Hanley, Caroline Watson, Sophia Apostolidou, Usha Menon, Jamie Blundell, Claire Shovlin, Maria Bernabeu-Herrero, Kinshuk Jain, Michaela Aldred, Adrianna Bielowka, Ian Mackay, Patricia Chaves Guerrero, Stefan Marciniak, Michela Noseda, Dilipkumar Patel, Antonia Ho, Richard Orton, Rachel Tayler, Patawee Asamaphan, Vanessa Herder, Chris Davis, Lily Tong, Katherine Smollett, Louisa Pollock, Clair Evans, Jim McMenamin, Kirsty Roy, Kimberly Marsh, Titus Divala, Matt Holden, Michael Lockhart, Samantha Shepherd, Celia Jackson, Rory Gunson, Alasdair MacLean, Paul Henderson, Meera Chand, Michael Levin, Massimo Palmarini, David Robertson, Ana da Silva Filipe, Brian Willett, Judith Breuer, Malcolm Semple, David Turner, Kenneth Baillie, Emma Thomson, Elsie Horne, William Hulme, Ruth Keogh, Tom Palmer, Elizabeth Williamson, Edward Parker, Venexia Walker, OpenSAFELYCollaborative, Ben Goldacre, Miguel Hernán, Jonathan Sterne, Jeremy Schofield, Simon Abrams, Yasir Alhamdi, Keirah Bartlett, Steve Hall, Guozheng Wang, Nicholas Casewell, Cheng-Hock Toh, Ashkan Dashtban, Mehrdad Mizani, Laura Pasea, Spiros Denaxas, Richard Corbett, Jilbilly Mamza, He Gao, Tamsin Morris, Harry Hemingway, Amitava Banerjee, Zahra Raisi-Estabragh, Maddalena Ardissino, Andrew Bard, Liliana Szabo, Ahmed Salih, Celeste McCracken, Esmeralda Ruiz, Andre Altman, Charalambos Antoniades, Stefan Neubauer, Karim Lekadir, Steffen Petersen, Jennifer Lees, Jamie Crowther, Peter Hanlon | QJM: An International Journal of Medicine, hcad072, 2023
Current and future role of artificial intelligence in cardiac imaging, volume II
2023 | Tim Leiner, Karim Lekadir, Steffen E Petersen, Alistair A Young | Frontiers in Cardiovascular Medicine 10, 1220836, 2023
Classifying hypertension mediated left ventricular hypertrophy phenotypes from the 12-lead electrocardiogram using machine learning
2023 | H Naderi, J Ramirez, S Van Duijvenboden, E Ruiz Pujadas, N Aung, L Wang, CAA Chahal, K Lekadir, SE Petersen, PB Munroe | European Heart Journal-Cardiovascular Imaging 24 (Supplement_1), jead119. 054, 2023
Machine learning-based prediction of diabetes risk by combining exposome and electrocardiographic predictors
2023 | Zeinab Shahbazi, Marina Camacho, Esmeralda Ruiz, Angelica Atehortua, Karim Lekadir | 18th International Symposium on Medical Information Processing and Analysis …, 2023
Radiomics analysis enhances the diagnostic performance of CMR stress perfusion: a proof-of-concept study using the Dan-NICAD dataset
2023 | Zahra Raisi-Estabragh, Carlos Martin-Isla, Louise Nissen, Liliana Szabo, Victor M Campello, Sergio Escalera, Simon Winther, Morten Bøttcher, Karim Lekadir, Steffen E Petersen | Frontiers in cardiovascular medicine 10, 2023
Vascular surgery study of the CGuard MicroNet-covered stent in patients with indication to carotid revascularization: POLGUARD
2023 | Lukasz Szkolka, Dorota Lyko-Morawska, Simone Balocco, Lukasz Bedkowski, Michal Buczek, Ewa Medon, Maciej Wolkowski, Maciej Dryjski, Waclaw Kuczmik | The Journal of cardiovascular surgery, 2023
The role of post-dilatation in carotid MicroNet-covered stent implantation, evaluated using 3D cone-beam CT angiography.
2023 | L Maresca, P Lucatelli, S Balocco, A D'Onofrio, M Stefanini | The Journal of Cardiovascular Surgery, 2023
Abstract TMP67: Automated Measurement Of Vascular Tortuosity: Association With Baseline Clinical Characteristics And Impact On Thrombectomy Procedures
2023 | Pere Canals, Jiahui Li, Simone Balocco, Oliver Díaz, Alejandro Tomasello, Marc Ribo | Stroke 54 (Suppl_1), ATMP67-ATMP67, 2023
Anatomical Modifications After Stent Implantation: A Comparative Analysis Between CGuard, Wallstent, and Roadsaver Carotid Stents
2023 | Luca Ginanni Corradini, Simone Balocco, Luciano Maresca, Silvio Vitale, Matteo Stefanini | Journal of Endovascular Therapy 30 (1), 18-24, 2023
CCLM: Class-Conditional Label Noise Modelling
2023 | Albert Tatjer, Bhalaji Nagarajan, Ricardo Marques, Petia Radeva | Iberian Conference on Pattern Recognition and Image Analysis, 3-14, 2023
Pre-NeRF 360: Enriching Unbounded Appearances for Neural Radiance Fields
2023 | Ahmad AlMughrabi, Umair Haroon, Ricardo Marques, Petia Radeva | arXiv preprint arXiv:2303.12234, 2023
F2-Net: Feature Finding Network for Long-Tailed Fine-Grained Food Recognition
2023 | Jesús M Rodríguez-de-Vera, Imanol G Estepa, Marc Bolaños, Bhalaji Nagarajan, Petia Radeva | Authorea Preprints, 2023
Grading and fraud detection of saffron via learning-to-augment incorporated Inception-v4 CNN
2023 | Mohammad Momeny, Ali Asghar Neshat, Ahmad Jahanbakhshi, Majid Mahmoudi, Yiannis Ampatzidis, Petia Radeva | Food Control 147, 109554, 2023
Ischemic heart disease and vascular risk factors are associated with accelerated brain aging
2023 | Elisa Rauseo, Ahmed Salih, Zahra Raisi-Estabragh, Nay Aung, Neha Khanderia, Gregory G Slabaugh, Charles R Marshall, Stefan Neubauer, Petia Radeva, Ilaria Boscolo Galazzo, Gloria Menegaz, Steffen E Petersen | JACC: Cardiovascular Imaging, 2023
Multimodal image sensor fusion in a cascaded framework using optimized dual channel pulse coupled neural network
2023 | Manisha Das, Deep Gupta, Petia Radeva, Ashwini M Bakde | Journal of Ambient Intelligence and Humanized Computing 14 (9), 11985-12004, 2023
Multi-modal Medical Neurological Image Fusion using Wavelet Pooled Edge Preserving Autoencoder
2023 | Manisha Das, Deep Gupta, Petia Radeva, Ashwini M Bakde | arXiv preprint arXiv:2310.11910, 2023
Behavioural patterns discovery for lifestyle analysis from egocentric photo-streams
2023 | Martín Menchón, Estefania Talavera, José Massa, Petia Radeva | Pervasive and Mobile Computing 95, 101846, 2023
A new person re-identification method by defining CNN-based feature extractor and sparse representation
2023 | Amir Sezavar, Hassan Farsi, Sajad Mohamadzadeh, Petia Radeva | Multimedia Tools and Applications, 1-17, 2023
All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction
2023 | Imanol G Estepa, Ignacio Sarasúa, Bhalaji Nagarajan, Petia Radeva | arXiv preprint arXiv:2303.09417, 2023
ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets
2023 | Pablo Villacorta, Jesús M Rodríguez-de-Vera, Marc Bolaños, Ignacio Sarasúa, Bhalaji Nagarajan, Petia Radeva | arXiv preprint arXiv:2303.09269, 2023
Continual Evidential Deep Learning for Out-of-Distribution Detection
2023 | Eduardo Aguilar, Bogdan Raducanu, Petia Radeva, Joost Van de Weijer | Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
Efficient Deep Learning Ensemble for Skin Lesion Classification
2023 | David Duenas Gaviria, Md Mostafa Kamal Saker, Petia Radeva
Dining on Details: LLM-Guided Expert Networks for Fine-Grained Food Recognition
2023 | Jesús M Rodríguez-de-Vera, Pablo Villacorta, Imanol G Estepa, Marc Bolaños, Ignacio Sarasúa, Bhalaji Nagarajan, Petia Radeva | Proceedings of the 8th International Workshop on Multimedia Assisted Dietary …, 2023
A New Multimodal Medical Image Fusion based on Laplacian Autoencoder with Channel Attention
2023 | Payal Wankhede, Manisha Das, Deep Gupta, Petia Radeva, Ashwini M Bakde | arXiv preprint arXiv:2310.11896, 2023
Time-Aware Circulant Matrices for Question-Based Temporal Localization
2023 | Pierfrancesco Bruni, Alex Falcon, Petia Radeva | International Conference on Image Analysis and Processing, 182-195, 2023
Deep ensemble-based hard sample mining for food recognition
2023 | Bhalaji Nagarajan, Marc Bolaños, Eduardo Aguilar, Petia Radeva | Journal of Visual Communication and Image Representation 95, 103905, 2023
Characterizing the contribution of dependent features in XAI methods
2023 | Ahmed Salih, Ilaria Boscolo Galazzo, Zahra Raisi-Estabragh, Steffen E Petersen, Gloria Menegaz, Petia Radeva | arXiv preprint arXiv:2304.01717, 2023
Computer Vision, Imaging and Computer Graphics Theory and Applications: 16th International Joint Conference, VISIGRAPP 2021, Virtual Event, February 8–10, 2021, Revised Selected Papers
2023 | A Augusto de Sousa, Vlastimil Havran, Alexis Paljic, Tabitha Peck, Christophe Hurter, Helen Purchase, Giovanni Maria Farinella, Petia Radeva, Kadi Bouatouch | Springer Nature, 2023
Good Fences Make Good Neighbours
2023 | Imanol G Estepa, Jesús Rodríguez-de-Vera, Bhalaji Nagarajan, Petia Radeva | Proceedings of the IEEE/CVF International Conference on Computer Vision, 216-226, 2023
Tecnologías aplicadas al sector agrícola.
2023 | Carlos González, Javier Pittí, Soizic Gibeaux, Diana Gomez, Oliver Flauzac, Florent Nolot, Daniel Ponte, Asael Espinosa | Universidad Autónoma de Chiriquí, 2023
Exploring multi-food detection using deep learning-based algorithms
2023 | Roberto Morales, Juan Quispe, Eduardo Aguilar | 2023 IEEE 13th International Conference on Pattern Recognition Systems …, 2023
Localización simultánea y mapeo para control de un robot móvil autónomo usando escaneo de nube de puntos LiDAR y métodos de aprendizaje de máquina
2023 | Ricardo Urvina Córdova, Eduardo Aguilar Torres, Alvaro Prado Romo | Ingeniare. Revista chilena de ingeniería 31, 0-0, 2023
Hacia una detección precisa de cascos de seguridad en tiempo real a través de un método basado en el aprendizaje profundo
2023 | Roger Max Calle Quispe, Maya Aghaei Gavari, Eduardo Aguilar Torres | Ingeniare. Revista chilena de ingeniería 31, 0-0, 2023
Learning Multi-Subset of Classes for Fine-Grained Food Recognition
2022 | Javier Ródenas, Bhalaji Nagarajan, Marc Bolaños, Petia Radeva | Proceedings of the 7th International Workshop on Multimedia Assisted Dietary …, 2022
The impact of rare germline variants on human somatic mutation processes
2022 | Mischan Vali-Pour, Solip Park, Jose Espinosa-Carrasco, Daniel Ortiz-Martínez, Ben Lehner, Fran Supek | Nature communications 13 (1), 3724, 2022
Analyzing transfer learning of vision transformers for interpreting chest radiography
2022 | Mohammad Usman, Tehseen Zia, Ali Tariq | Journal of digital imaging 35 (6), 1445-1462, 2022
Domain generalization in deep learning based mass detection in mammography: A large-scale multi-center study
2022 | Lidia Garrucho, Kaisar Kushibar, Socayna Jouide, Oliver Diaz, Laura Igual, Karim Lekadir | Artificial Intelligence in Medicine 132, 102386, 2022
Patient‐derived heterogeneous breast phantoms for advanced dosimetry in mammography and tomosynthesis
2022 | Marco Caballo, Carolina Rabin, Christian Fedon, Alejandro Rodríguez‐Ruiz, Oliver Diaz, John M Boone, David R Dance, Ioannis Sechopoulos | Medical physics 49 (8), 5423-5438, 2022
Sharing generative models instead of private data: a simulation study on mammography patch classification
2022 | Zuzanna Szafranowska, Richard Osuala, Bennet Breier, Kaisar Kushibar, Karim Lekadir, Oliver Diaz | 16th International Workshop on Breast Imaging (IWBI2022) 12286, 169-177, 2022
Simultaneous pectoral muscle and nipple location in MLO mammograms, considering image quality assumptions
2022 | E García, R Martí, J Martí, J del Riego, C Aynes, A Oliver, O Diaz | 16th International Workshop on Breast Imaging (IWBI2022) 12286, 83-89, 2022
Validation of Patient-Derived Heterogeneous Breast Phantoms for Advanced Dosimetry in Mammography and Tomosynthesis
2022 | M Caballo, C Rabin, C Fedon, A Rodriguez-Ruiz, O Diaz, J Boone, D Dance, I Sechopoulos | MEDICAL PHYSICS 49 (6), E294-E295, 2022
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