4 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…