ISSN: 2535-1451 (Online) 2535-1443 (Print) JCSIS Journal of Computer Science and Information Systems It provides an international forum for researchers
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Explore our collection of 71 published research papers
A Metaheuristic-Enhanced Convolutional Neural Network for Skin Lesion Detection and Melanoma Classification Using Grey Wolf Optimizer and Genetic Algorithm
Skin cancer represents one of the most common and clinically significant malignancies worldwide, with melanoma being particularly aggressive due to its high metastatic potential and strong d...
Optimizing Radiotherapy Dose Delivery in Personalized Cancer Treatment Using Deep Reinforcement Learning
Personalized cancer treatment planning is a complex clinical decision-making process that requires the optimal selection of therapeutic strategies while balancing tumor control, patientspecific a...
Attention-Augmented Bidirectional LSTM for Real-Time Sepsis Prediction in the Emergency Department
Sepsis is a life-threatening clinical condition that requires rapid recognition and timely intervention, particularly in Emergency Department (ED) settings where patients often present with ...
Federated U-Net with Differential Privacy for Multi-Center Medical Image Segmentation Across Distributed Hospitals
The rapid growth of unstructured clinical text within Electronic Health Records (EHRs), discharge summaries, medication notes, progress reports, and spontaneous drug safety reports has creat...
Explainable Machine Learning for Cardiovascular Disease Risk Stratification Using Electronic Health Records: An XGBoost–SHAP Framework
Medical image segmentation plays a fundamental role in computer-aided diagnosis, treatment planning, surgical navigation, radiotherapy guidance, and longitudinal disease monitoring. However,...
Explainable Machine Learning for Cardiovascular Disease Risk Stratification Using Electronic Health Records: An XGBoost–SHAP Framework
Cardiovascular disease (CVD) remains one of the most critical public health challenges worldwide, requiring early identification of high-risk patients to reduce adverse outcomes such as myoc...
Particle Swarm Optimization and SMOTE-Enhanced Support Vector Machine for Breast Cancer Diagnosis in Imbalanced Clinical Datasets
Breast cancer remains the most prevalent malignancy among women globally, accounting for over 2.3 million new diagnoses annually, making early and accurate diagnosis a decisive factor in red...
A Hybrid Multi-Modal Deep Learning Architecture for Brain Tumor Classification from MRI and Electronic Health Records
Brain tumors represent one of the most aggressive and life-threatening neurological malignancies, with accurate and timely classification being paramount for determining appropriate treatmen...
Enhancing ICU Mortality Prediction through Hybrid-Optimized Recurrent Neural Networks
Accurate prediction of mortality rates among Intensive Care Unit (ICU) patients is a critical challenge in modern clinical medicine, as timely risk stratification enables physicians to prior...
Explainable Deep Transfer Learning for Automated Early Detection and Grading of Diabetic Retinopathy from Fundus Images
Diabetic retinopathy (DR) remains one of the leading causes of preventable blindness worldwide, with its prevalence continuing to rise in parallel with the global diabetes epidemic. Early an...
Large Language Model Fine-Tuning for Domain-Specific Knowledge Extraction in Renewable Energy, Medical, and Financial Research Literature
Domain-specific research literature in renewable energy, medical sciences, and finance contains extensive specialized knowledge, including technical terminology, methodological descriptions, experimen...
Adaptive Neuro-Fuzzy Inference System Optimized by Cuckoo Search Algorithm for Multi-Domain Regression and Classification Problems.
Multi-domain regression and classification problems are characterized by heterogeneous data structures, nonlinear input-output relationships, uncertainty, noise, missing values, and domain-specific fe...