Improving multiclass classification using neighborhood search in error correcting output codes. - Niloufar Eghbali; Gholam Ali Montazer (Pattern Recognit. Lett., 2017)

Patient-Specific Sedation Management via Deep Reinforcement Learning. - Niloufar Eghbali; Tuka Alhanai; Mohammad M. Ghassemi (Frontiers Digit. Health, 2021)

Reinforcement Learning Approach to Sedation and Delirium Management in the Intensive Care Unit. - Niloufar Eghbali; Tuka Alhanai; Mohammad M. Ghassemi (BHI, 2023)

Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework. - Niloufar Eghbali; Tuka Alhanai; Mohammad M. Ghassemi (AAAI, 2025)

GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation. - Niloufar Eghbali Zarch; Hassan Bagher-Ebadian; Tuka Alhanai; Mohammad M. Ghassemi (ICASSP, 2025)