92 citations
- Shiraz UniversityIR4 papers
- Shahid Beheshti University of Medical SciencesIR2 papers
- Cedars-Sinai Medical CenterUS1 paper
- Child Health and Development InstituteUS1 paper
- Edinburgh Napier UniversityGB1 paper
- Icahn School of Medicine at Mount SinaiUS1 paper
- Imam Hossein HospitalIR1 paper
- Indiana University – Purdue University IndianapolisUS1 paper
- Iranshahr UniversityIR1 paper
- Isfahan University of Medical SciencesIR1 paper
- Istituto Nazionale di Fisica NucleareIT1 paper
- Istituto Nazionale di Fisica Nucleare, Sezione di TorinoIT1 paper
14 papers
Decision Support System to triage of liver trauma
Ali Jamali, Azadeh Nazemi, Ashkan Sami +3
Trauma significantly impacts global health, accounting for over 5 million deaths annually, which is comparable to mortality rates from diseases such as tuberculosis, AIDS, and mala…
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…
Towards Efficient Patient Recruitment for Clinical Trials: Application of a Prompt-Based Learning Model
Mojdeh Rahmanian, Seyed Mostafa Fakhrahmad, Seyedeh Zahra Mousavi
Objective: Clinical trials are essential for advancing pharmaceutical interventions, but they face a bottleneck in selecting eligible participants. Although leveraging electronic h…
Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique
Seyed Ali Reza Moezzi, Abdolrahman Ghaedi, Mojdeh Rahmanian +2
Since radiology reports needed for clinical practice and research are written and stored in free-text narrations, extraction of relative information for further analysis is difficu…
Medical image registration using unsupervised deep neural network: A scoping literature review
Samaneh Abbasi, Meysam Tavakoli, Hamid Reza Boveiri +5
In medicine, image registration is vital in image-guided interventions and other clinical applications. However, it is a difficult subject to be addressed which by the advent of ma…
The CNAO Dose Delivery System for modulated scanning ion beam radiotherapy
Simona Giordanengo, Maria Adelaide Garella, Flavio Marchetto +9
This paper describes the dose delivery system used at the Centro Nazionale di Adroterapia Oncologica (CNAO) for ion beam modulated scanning radiotherapy. CNAO Foundation, INFN and…