[HTML][HTML] Classification of MRI brain tumors based on registration preprocessing and deep belief networks

K Gasmi, A Kharrat, LB Ammar, IB Ltaifa… - AIMS …, 2024 - aimspress.com
In recent years, augmented reality has emerged as an emerging technology with huge
potential in image-guided surgery, and in particular, its application in brain tumor surgery …

Effective Natural Language Processing Algorithms for Early Alerts of Gout Flares from Chief Complaints

LL Oliveira, X Jiang, AN Babu, P Karajagi… - Forecasting, 2024 - mdpi.com
Early identification of acute gout is crucial, enabling healthcare professionals to implement
targeted interventions for rapid pain relief and preventing disease progression, ensuring …

An Optimal Model for Medical Text Classification Based on Adaptive Genetic Algorithm

G Ben Abdennour, K Gasmi, R Ejbali - Data Science and Engineering, 2024 - Springer
Automatic text classification, in which textual data is categorized into specified categories
based on its content, is a classic issue in the science of Natural Language Processing. In …

LlamaMTS: Optimizing Metastasis Detection with Llama Instruction Tuning and BERT-Based Ensemble in Italian Clinical Reports

L Lilli, S Patarnello, C Masciocchi… - Proceedings of the …, 2024 - aclanthology.org
Abstract Information extraction from Electronic Health Records (EHRs) is a crucial task in
healthcare, and the lack of resources and language specificity pose significant challenges …

Comorbidity Diseases Diagnosis Using Machine Learning Methods and Chi-Square Feature Selection Technique

DM Mukhlif, DH Abd, R Ejbali… - 2023 16th International …, 2023 - ieeexplore.ieee.org
The diagnosis of common diseases, in which people suffer from several bad health
conditions, is a complex medical challenge. This study investigated the use of machine …