SELECTED PUBLICATIONS
Public data homogenization for AI model development in breast cancer
Vassilis Kilintzis, Varvara Kalokyri, Haridimos Kondylakis, Smriti Joshi, Katerina Nikiforaki, Oliver Díaz, Karim Lekadir, Manolis Tsiknakis & Kostas Marias
European Radiology Experimental. April 2024, Vol. 8, Article 42
Fairness and bias correction in machine learning for depression prediction across four study populations
Vien Ngoc Dang, Anna Cascarano, Rosa H. Mulder, Charlotte Cecil, Maria A. Zuluaga, Jerónimo Hernández-González & Karim Lekadir
Scientific Reports. April 2024, Vol. 14, Article 7848
A deep learning solution to detect left ventricular structural abnormalities with chest X-rays: towards trustworthy AI in cardiology
Karim Lekadir
European Heart Journal. March 2024
Cohort Profile: The Cardiovascular Research Data Catalogue
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. February 2024, Vol. 53, Issue 1
A structural heart-brain axis mediates the association between cardiovascular risk and cognitive function
Akshay Jaggi, Eleanor L.S. Conole, Zahra Raisi-Estabragh, Polyxeni Gkontra, Celeste McCracken, Liliana Szabo, Stefan Neubauer, Steffen E. Petersen, Simon R. Cox, Karim Lekadir
Imaging Neuroscience. January 2024, Vol. 2
Radiomics analysis enhances the diagnostic performance of CMR stress perfusion: a proof-of-concept study using the Dan-NICAD dataset
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. September 2023, Vol. 10, Article 1141026
Image‐Based Biological Heart Age Estimation Reveals Differential Aging Patterns Across Cardiac Chambers
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. March 2023, Vol. 10, Article 28675
medigan: a Python library of pretrained generative models for medical image synthesis
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. February 2023, Vol. 10, Issue 6, Article 061403
High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection
Lidia Garrucho, Kaisar Kushibar, Richard Osuala, Oliver Diaz, Alessandro Catanese, Javier del Riego, Maciej Bobowicz, Fredrik Strand, Laura Igual, Karim Lekadir
Frontiers Oncology. January 2023, Section Breast Cancer, Vol 12
Generalisability of fetal ultrasound deep learning models to low-resource imaging settings in five African countries
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. February 2023, Vol. 13, Article 2728
Esmeralda Ruiz Pujadas, Zahra Raisi-Estabragh, Liliana Szabo, Cristian Izquierdo Morcillo, Víctor M. Campello, Carlos Martin-Isla, Hajnalka Vago, Bela Merkely, Nicholas C. Harvey, Steffen E. Petersen and Karim Lekadir
Scientific Reports. November 2022, Vol. 12, Article 18876
Frontiers in Cardiovascular Medicine. November 2020, Vol. 7, Pages 232-243
Fusion of 3D real-time Echocardiography and cine MRI using a Saliency Analysis
Image-Based Cardiac Diagnosis With Machine Learning: A Review
Frontiers in Cardiovascular Medicine. January 2020, Vol. 7, Issue 1, Pages 1-19
Supervised Domain Adaptation for Automatic Sub-cortical Brain Structure Segmentation with Minimal User Interaction
Deep Convolutional Neural Networks for Brain Image Analysis on Magnetic Resonance Imaging: a review
Learning to Combine Complementary Segmentation Methods for Fetal and 6-month Infant Brain MRI Segmentation
Automated sub-cortical Brain Structure Segmentation combining Spatial and Deep Convolutional Features
Statistical Shape Modeling of the Left Ventricle: Myocardial Infarct Classification Challenge
IEEE Journal of Biomedical and Health Informatics. March 2018, Vol. 22, Issue 2, Pages 503-515
Scientific reports. January 2018, Vol. 8, Issue 1, Pages 1-19
Automatic Segmentation of Right Ventricle in Cardiac cine MR Images using a Saliency Analysis
Statistical Shape Modeling Using Partial Least Squares: Application to the Assessment of Myocardial Infarction
Patient-Specific Biomechanical Modeling of Bone Strength Using Statistically-Derived Fabric Tensors
Image Simulation and a Model of Noise Power Spectra across a Range of Mammographic Beam Qualities
Medical physics. November 2014, Vol. 41, Issue 12, Pages 121901
Statistical Personalization of Ventricular Fiber Orientation Using Shape Predictors
Personalization of a Cardiac Electromechanical Model using Reduced Order Unscented Kalman Filtering from Regional Volumes
Simulation and Assessment of Realistic Breast Lesions using Fractal Growth Models
A High-Resolution Atlas and Statistical Model of the Human Heart From Multislice CT