Publications
Publications [Link]
[1] KneeXNet-2.5D: a clinically-oriented and explainable deep learning framework for MRI-based knee cartilage and meniscus segmentation. npj Health Systems, 2026.
[1] Computational Science and Computational Intelligence: 11th International Conference, CSCI 2024, Las Vegas, NV, USA, December 11–13, 2024, Proceedings, Part XII. Springer Nature, 2025.
[2] Explainable Contrastive Learning for KL Grading Classification in Knee Osteoarthritis. 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025.
[3] Explainable Feature Engineering in Health Data Science: Empirical Comparison of ChatGPT-4o and Classical Machine Learning Methods. ACM/IEEE International Conference on Connected Health, 2025.
[4] Artificial Intelligence and Applications: 26th International Conference, ICAI 2024, Held as Part of the World Congress in Computer Science, Computer Engineering and Applied Computing. Springer Nature, 2025.
[5] Predicting cancer survival at different stages: Insights from fair and explainable machine learning approaches. International Journal of Medical Informatics, 2025.
[6] Foundations of Computer Science and Frontiers in Education: 20th International Conference, FCS 2024, and 20th International Conference, FECS 2024, Proceedings. Springer Nature, 2025.
[7] Health Informatics and Medical Systems and Biomedical Engineering: 10th International Conference, HIMS 2024, and 10th International Conference, BIOENG 2024, Proceedings. Springer Nature, 2025.
[8] Image Processing, Computer Vision, and Pattern Recognition and Information and Knowledge Engineering: 28th International Conference, IPCV 2024, and 23rd International Conference, IKE 2024, Proceedings. Springer Nature, 2025.
[9] Advancements in AI for Breast Cancer Diagnosis: A 2024–2025 Systematic Review Update. International Conference on the AI Revolution, 2025.
[10] Evolutionary Computing Applications and Trends from 2010 to 2025: A Brief Review. International Conference on the AI Revolution, 2025.
[11] Internet Computing and IoT and Embedded Systems, Cyber-physical Systems, and Applications: 25th International Conference, ICOMP 2024, and 22nd International Conference, ESCS 2024, Proceedings. Springer Nature, 2025.
[12] State-of-the-art in responsible, explainable, and fair AI for medical image analysis. IEEE Access, 2025.
[1] Advancing psychosocial disability and psychosocial rehabilitation research through large language models and computational text mining. Cambridge Prisms: Global Mental Health, 2024.
[2] Generative AI in Orthopedics: An Explainable Deep Few-Shot Image Augmentation Pipeline for Plain Knee Radiographs and Kellgren–Lawrence Grading. Journal of the American Medical Informatics Association, 2024.
[3] Development and Validation of a Mobile Phone Application for Measuring Knee Range of Motion. The Journal of Knee Surgery, 2024.
[4] Fair AI-powered orthopedic image segmentation: addressing bias and promoting equitable healthcare. Scientific Reports, 2024.
[5] Evolutionary CNN-based architectures with attention mechanisms for enhanced image classification. Artificial Intelligence: Machine Learning, Convolutional Neural Networks and …, 2024.
[6] Development and Validation of a Smartphone App for Automated Knee Range of Motion Measurement in a Clinical Setting. AMIA 2024 Informatics Summit, 2024.