45 citations
- University of IsfahanIR3 papers
- Isfahan University of TechnologyIR2 papers
- University of IowaUS2 papers
- Amirkabir University of TechnologyIR1 paper
- Carleton UniversityCA1 paper
- Cedars-Sinai Medical CenterUS1 paper
- Child Health and Development InstituteUS1 paper
- Hunan UniversityCN1 paper
- Icahn School of Medicine at Mount SinaiUS1 paper
- Imam Hossein HospitalIR1 paper
- Institute for Research in Fundamental SciencesIR1 paper
- Iowa City VA Medical CenterUS1 paper
10 papers
DrugReasoner: Interpretable Drug Approval Prediction with a Reasoning-augmented Language Model
Mohammadreza Ghaffarzadeh-Esfahani, Ali Motahharynia, Nahid Yousefian +3
Drug discovery is a complex and resource-intensive process, making early prediction of approval outcomes critical for optimizing research investments. While classical machine learn…
DrugGen: Advancing Drug Discovery with Large Language Models and Reinforcement Learning Feedback
Mahsa Sheikholeslami, Navid Mazrouei, Yousof Gheisari +3
Traditional drug design faces significant challenges due to inherent chemical and biological complexities, often resulting in high failure rates in clinical trials. Deep learning a…
Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular Data
Mohammadreza Ghaffarzadeh-Esfahani, Mahdi Ghaffarzadeh-Esfahani, Arian Salahi-Niri +39
This study compared the performance of classical feature-based machine learning models (CMLs) and large language models (LLMs) in predicting COVID-19 mortality using high-dimension…
Diagnosing epilepsy using entropy measures and embedding parameters of EEG signals
Fatemeh Valipour, Zahra Valipour, Mani Garousi +1
Epilepsy is a neurological disorder that affects normal neural activity. These electrical activities can be recorded as signals containing information about the brain known as Elec…
An Exact and Fast CBCT Reconstruction via Pseudo-Polar Fourier Transform based Discrete Grangeat's Formula
N. Teyfouri, H. Rabbani, R. Kafieh +1
The recent application of Fourier Based Iterative Reconstruction Method (FIRM) has made it possible to achieve high-quality 2D images from a fan beam Computed Tomography (CT) scan…
In Situ Cane Toad Recognition
Dmitry A. Konovalov, Simindokht Jahangard, Lin Schwarzkopf
Cane toads are invasive, toxic to native predators, compete with native insectivores, and have a devastating impact on Australian ecosystems, prompting the Australian government to…