Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework.

Niloufar Eghbali Niloufar Eghbali Zarch Niloufar Eghbali Tuka Alhanai Mohammad M. Ghassemi Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework. 27960-27968 2025 AAAI https://doi.org/10.1609/aaai.v39i27.35013 conf/aaai/2025 db/conf/aaai/aaai2025.html#EghbaliAG25 Niloufar Eghbali Zarch Hassan Bagher-Ebadian Tuka Alhanai Mohammad M. Ghassemi GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10890871 conf/icassp/2025 db/conf/icassp/icassp2025.html#ZarchBAG25

Niloufar Eghbali Hassan Bagher-Ebadian Tuka Alhanai Mohammad M. Ghassemi GLoG-CSUnet: Enhancing Vision Transformers with Adaptable Radiomic Features for Medical Image Segmentation. 2025 January abs/2501.02788 CoRR https://doi.org/10.48550/arXiv.2501.02788 db/journals/corr/corr2501.html#abs-2501-02788 streams/journals/corr

Niloufar Eghbali Tuka Alhanai Mohammad M. Ghassemi Distribution-Free Uncertainty Quantification in Mechanical Ventilation Treatment: A Conformal Deep Q-Learning Framework. 2024 abs/2412.12597 CoRR https://doi.org/10.48550/arXiv.2412.12597 db/journals/corr/corr2412.html#abs-2412-12597 streams/journals/corr

Niloufar Eghbali Tuka Alhanai Mohammad M. Ghassemi Reinforcement Learning Approach to Sedation and Delirium Management in the Intensive Care Unit. 1-5 2023 BHI https://doi.org/10.1109/BHI58575.2023.10313431 conf/bhi/2023 db/conf/bhi/bhi2023.html#EghbaliAG23

Niloufar Eghbali Tuka Alhanai Mohammad M. Ghassemi Patient-Specific Sedation Management via Deep Reinforcement Learning. 608893 2021 3 Frontiers Digit. Health https://doi.org/10.3389/fdgth.2021.608893 db/journals/fdgth/fdgth3.html#EghbaliAG21

Niloufar Eghbali Gholam Ali Montazer Improving multiclass classification using neighborhood search in error correcting output codes. 74-82 2017 100 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2017.09.037 db/journals/prl/prl100.html#EghbaliM17

Hassan Bagher-Ebadian Mohammad M. Ghassemi Tuka Al HanaiTuka Alhanai Gholam Ali Montazer