6 papers
DKG-LLM : A Framework for Medical Diagnosis and Personalized Treatment Recommendations via Dynamic Knowledge Graph and Large Language Model Integration
Ali Sarabadani, Maryam Abdollahi Shamami, Hamidreza Sadeghsalehi +2
Large Language Models (LLMs) have grown exponentially since the release of ChatGPT. These models have gained attention due to their robust performance on various tasks, including l…
A Comprehensive Analysis on Machine Learning based Methods for Lung Cancer Level Classification
Shayli Farshchiha, Salman Asoudeh, Maryam Shavali Kuhshuri +3
Lung cancer is a major issue in worldwide public health, requiring early diagnosis using stable techniques. This work begins a thorough investigation of the use of machine learning…
BERTCaps: BERT Capsule for Persian Multi-Domain Sentiment Analysis
Mohammadali Memari, Soghra Mikaeyl Nejad, Amir Parsa Rabiei +2
Multidomain sentiment analysis involves estimating the polarity of an unstructured text by exploiting domain specific information. One of the main issues common to the approaches d…
UNet++ and LSTM combined approach for Breast Ultrasound Image Segmentation
Saba Hesaraki, Morteza Akbari, Ramin Mousa
Breast cancer stands as a prevalent cause of fatality among females on a global scale, with prompt detection playing a pivotal role in diminishing mortality rates. The utilization…
Classifying Objects in 3D Point Clouds Using Recurrent Neural Network: A GRU LSTM Hybrid Approach
Ramin Mousa, Mitra Khezli, Mohamadreza Azadi +2
Accurate classification of objects in 3D point clouds is a significant problem in several applications, such as autonomous navigation and augmented/virtual reality scenarios, which…
CapsF: Capsule Fusion for Extracting psychiatric stressors for suicide from twitter
Mohammad Ali Dadgostarnia, Ramin Mousa, Saba Hesaraki
Along with factors such as cancer, blood pressure, street accidents and stroke, suicide has been one of Iran main causes of death. One of the main reasons for suicide is psychologi…