99 publication(s) trouvée(s)
Article scientifique
Deep learning for accurate B-line detection and localization in lung ultrasound imaging
Introduction: Lung ultrasound (LUS) has become an essential imaging modality for assessing various pulmonary conditions, including the presence of B-line …
Article scientifique
A novel deep learning technique for multi classify Alzheimer disease: hyperparameter optimization technique
A progressive brain disease that affects memory and cognitive function is Alzheimer's disease (AD). To put therapies in place that …
Article scientifique
Cryptographic key generation using deep learning with biometric face and finger vein data
This research proposes a novel approach to cryptographic key generation using biometric data from face and finger vein modalities enhanced …
Article scientifique
Enhanced vehicle routing for medical waste management via hybrid deep reinforcement learning and optimization algorithms
Modern technologies, particularly artificial intelligence, play a crucial role in improving medical waste management by developing intelligent systems that optimize …
Article scientifique
Deep learning and explainable AI for classification of potato leaf diseases
The accurate classification of potato leaf diseases plays a pivotal role in ensuring the health and productivity of crops. This …
Article scientifique
An analysis of artificial intelligence automation in digital music streaming platforms for improving consumer subscription responses: a review
The rapid adoption and evolving nature of artificial intelligence (AI) is playing a significant role in shaping the music streaming …
Article scientifique
Robust predictive framework for diabetes classification using optimized machine learning on imbalanced datasets
Introduction: Diabetes prediction using clinical datasets is crucial for medical data analysis. However, class imbalances, where non-diabetic cases dominate, can …
Article scientifique
Enhancing Africa’s agriculture and food systems through responsible and gender inclusive AI innovation: insights from AI4AFS network
The integration of artificial intelligence (AI) technologies into agriculture holds urgent and transformative potential for enhancing food security across Sub-Saharan …
Article scientifique
A systematic review on the integration of explainable artificial intelligence in intrusion detection systems to enhancing transparency and interpretability in cybersecurity
The rise of sophisticated cyber threats has spurred advancements in Intrusion Detection Systems (IDS), which are crucial for identifying and …
Article scientifique
A synthetic segmentation dataset generator using a 3D modeling framework and raycaster: a mining industry application
Many industries utilize deep learning methods to increase efficiency and reduce costs. One of these methods, image segmentation, is used …
Article scientifique
Enhancing random forest predictive performance for foot and mouth disease outbreaks in Uganda: a calibrated uncertainty prediction approach for varying distributions
Foot-and-mouth disease poses a significant threat to both domestic and wild cloven-hoofed animals, leading to severe economic losses and jeopardizing …
Article scientifique
Exploring how AI adoption in the workplace affects employees: a bibliometric and systematic review
Introduction: The adoption of artificial intelligence (AI) in the workplace is changing the way organizations function, and profoundly affecting employees. …
Article scientifique
Enhancing diagnostic accuracy in symptom-based health checkers: a comprehensive machine learning approach with clinical vignettes and benchmarking
Introduction: The development of machine learning models for symptom-based health checkers is a rapidly evolving area with significant implications for …
Erratum
Corrigendum: Contextual emotion detection in images using deep learning
[This corrects the article DOI: 10.3389/frai.2024.1386753.].
Article scientifique
Uncertainty quantification in multi-class image classification using chest X-ray images of COVID-19 and pneumonia
This paper investigates uncertainty quantification (UQ) techniques in multi-class classification of chest X-ray images (COVID-19, Pneumonia, and Normal). We evaluate …
Article scientifique
Advanced interpretable diagnosis of Alzheimer's disease using SECNN-RF framework with explainable AI
Early detection of Alzheimer's disease (AD) is vital for effective treatment, as interventions are most successful in the disease's early …
Article scientifique
Deep learning models for the early detection of maize streak virus and maize lethal necrosis diseases in Tanzania
Agriculture is considered the backbone of Tanzania's economy, with more than 60% of the residents depending on it for survival. …
Article scientifique
Real-time temperature anomaly detection in vaccine refrigeration systems using deep learning on a resource-constrained microcontroller
Maintaining consistent and accurate temperature is critical for the safe and effective storage of vaccines. Traditional monitoring methods often lack …
Article scientifique
A unified Foot and Mouth Disease dataset for Uganda: evaluating machine learning predictive performance degradation under varying distributions
In Uganda, the absence of a unified dataset for constructing machine learning models to predict Foot and Mouth Disease outbreaks …
Article scientifique
ArabBert-LSTM: improving Arabic sentiment analysis based on transformer model and Long Short-Term Memory
Sentiment analysis also referred to as opinion mining, plays a significant role in automating the identification of negative, positive, or …