Karim Lekadir

1. Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
   2018/05/17 by Olivier Bernard, Alain Lalande, Clement Zotti +43 · 92 citations
   Medicine · #Cardiac Imaging and Diagnostics #Cardiac Structural Anomalies and Repair #Cardiac Valve Diseases and Treatments
2. FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
   2023/08/11 by Karim Lekadir, Aasa Feragen, Lekadir, Karim +214 · 14 citations
   Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics in Clinical Research #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #I.2.0 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
3. Style Curriculum Learning for Robust Medical Image Segmentation
   2021/08/01 by Zhendong Liu, Van Manh, Liu, Zhendong +15 · 2 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
4. Layer Ensembles: A Single-Pass Uncertainty Estimation in Deep Learning for Segmentation
   2022/03/16 by Kaisar Kushibar, Kushibar, Kaisar, Víctor Manuel Campello +9 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
5. Intrapartum Ultrasound Image Segmentation of Pubic Symphysis and Fetal Head Using Dual Student-Teacher Framework with CNN-ViT Collaborative Learning
   2024/09/11 by Jianmei Jiang, Jiang, Jianmei, Wang, Huijin +10 · 2 citations
   Engineering · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Pelvic and Acetabular Injuries
6. Revisiting Skin Tone Fairness in Dermatological Lesion Classification
   2023/08/18 by Thorsten Kalb, Kalb, Thorsten, Kaisar Kushibar +9 · 1 citation
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Skin Protection and Aging #electronic engineering #information engineering
7. Fairness-Aware Data Augmentation for Cardiac MRI using Text-Conditioned Diffusion Models
   2024/03/28 by Grzegorz Skorupko, Richard Osuala, Skorupko, Grzegorz +14 · 1 citation
   Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Medical Imaging Techniques and Applications #Machine Learning in Healthcare
8. Efficient Ultrasound Image Segmentation with Token-Conditioned Neural Cellular Automata
   2026/07/27 by Fangyijie Wang, Tanya Akumu, Zi Ye +3
   #eess.IV