174 publication(s) trouvée(s)
Article scientifique
Brain Tumor Classification Using a Hybrid Learning Strategy Integrating GAN-Augmented Neural Networks
Brain tumor (BT) classification plays a vital role in computer-aided diagnosis, as early detection directly influences treatment planning and patient …
Article scientifique
Decoding Online Student Behavior and Procrastination Using Clustering and Predictive Analytics
In the age of online education, it is crucial to comprehend the behavioral elements that influence student performance in order …
Article scientifique
A Data-Driven Framework for Stress Detection from Wearable Sensors in Smart Healthcare
With the development of technology and increasing demands, the integration of Internet of Things (IoT) and wearable sensors into urban …
Article scientifique
Integrating Multi-Source Pulmonary X-Ray Data into a Cross-Validated CNN with AdamW and Augmentation
The global spread of COVID-19 has affected health and economic conditions worldwide, and new variants continue to appear despite the …
Article scientifique
Manifold-Aware Diffusion-Augmented Contrastive Learning for Noise-Robust Biosignal Representation
Learning robust representations for physiological time-series signals continues to pose a substantial challenge in developing efficient few-shot learning applications. This …
Article scientifique
Towards a Personalized Nutrition Using an Intelligent Dietary Assessment System
Artificial intelligence (AI) is increasingly impacting the medical field, especially in nutrition, where machine learning algorithms offer new opportunities for …
Article scientifique
Federated Mayfly Optimization for Privacy-Preserving Chronic Kidney Disease Diagnosis
Chronic kidney disease (CKD) is a globally pervasive and insidious health crisis, frequently escaping detection until its advanced stages, which …
Article scientifique
Self-Attention-Based VGG16 Approach for Sign Language Gesture Recognition in Inclusive Education
Sign language recognition (SLR) plays an important role in improving communication between deaf or hard-of-hearing individuals and the hearing community …
Article scientifique
A Calibrated Lightweight CNN Ensemble with CIELABCLAHE Preprocessing for White Blood Cell Classification and Hematological Disorder Screening
White blood cell (WBC) classification is a clinically critical task in hematology, underpinning the diagnosis of blood malignancies, including leukemia, …
Article scientifique
Bridging Distances: Virtual Collaboration in Remote Laboratories for Real-World Teamwork Simulation
With the prevalence of virtual and remote laboratories (VRLs) in higher education and the COVID-19 pandemic, there is an increasing …
Article scientifique
Measles and Rubella Surveillance in the Digital Era
The integration of digital technologies has profoundly transformed the surveillance of infectious diseases over recent decades. The emergence of approaches …
Article scientifique
Convolutional Neural Network and GridSearch for Predicting Learner Performance in E-Learning
Predicting student performance earlier is among the most significant research areas in e-learning. Accurate prediction allows educators and stakeholders to …
Article scientifique
Deep Learning-Based Real-Time Classification of Thoracic Pathologies in Chest Radiographs
Diagnosing thoracic diseases from chest radiographs remains challenging, especially in resource-limited environments. This study presents YOLOv8n-cls, a lightweight deep learning …
Article scientifique
Towards Smart Healthcare Teleconsultation
The increasing demand for medical consultations in developing countries is one of the largest pressures on healthcare systems. In this …
Article scientifique
Embedding Intelligence at the Sensor: Naïve Bayes Classifier for Real-Time Fault Diagnosis in Resource-Constrained WSNs
The reliable functioning of wireless sensor networks (WSNs), integral to mission-critical Internet of Things (IoT) implementations such as industrial automation …
Article scientifique
Enhancing Automated Medical Report Generation
The increased availability of multimodal data in healthcare, particularly in clinical diagnosis, can improve diagnostic accuracy, patient outcomes, and support …
Article scientifique
Artificial Intelligence-Based Surveillance of Tuberculosis in South Africa Using Google Trends Data
Tuberculosis (TB) remains a significant global public health challenge and the deadliest infectious disease, according to the World Health Organization …
Article scientifique
Advancing Osteoporosis Diagnosis through State-of-the-Art CNNs and Vision Transformers with Ensemble Strategies
Osteoporosis is a common bone disorder marked by reduced mineral density and microarchitectural deterioration, increasing fracture risk. Early, accurate detection …
Article scientifique
Real-Time Polyp Detection in Colonoscopy Using YOLOv8: A Fast and Accurate Deep Learning Approach
Polyps that may develop on the inner surfaces of the intestines or rectum are considered the primarily cause of colorectal …
Article scientifique
Beta Wavelet Neural Networks for Medical Image Watermarking
Smart devices and modern communication technologies now connect medical equipment more easily, which helps improve diagnostic processes. These systems use …
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