3 papers
cs.LG2025
Adaptive Weighted LSSVM for Multi-View Classification
Farnaz Faramarzi Lighvan, Mehrdad Asadi, Lynn Houthuys
Multi-view learning integrates diverse representations of the same instances and can improve performance when interactions across views are effectively exploited. Most existing ker…
cs.CV2025
Clinically-Inspired Hierarchical Multi-Label Classification of Chest X-rays with a Penalty-Based Loss Function
Mehrdad Asadi, Komi Sodoké, Ian J. Gerard +1
In this work, we present a novel approach to multi-label chest X-ray (CXR) image classification that enhances clinical interpretability while maintaining a streamlined, single-mode…
cs.HC2024
iSurgARy: A mobile augmented reality solution for ventriculostomy in resource-limited settings
Zahra Asadi, Joshua Pardillo Castillo, Mehrdad Asadi +2
Global disparities in neurosurgical care necessitate innovations addressing affordability and accuracy, particularly for critical procedures like ventriculostomy. This intervention…