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Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection
Explainable artificial intelligence (XAI) has gained much interest in recent years for its ability
to explain the complex decision-making process of machine learning (ML) and deep …
to explain the complex decision-making process of machine learning (ML) and deep …
Explainable artificial intelligence in Alzheimer's disease classification: A systematic review
The unprecedented growth of computational capabilities in recent years has allowed
Artificial Intelligence (AI) models to be developed for medical applications with remarkable …
Artificial Intelligence (AI) models to be developed for medical applications with remarkable …
HyEpiSeiD: a hybrid convolutional neural network and gated recurrent unit model for epileptic seizure detection from electroencephalogram signals
Epileptic seizure (ES) detection is an active research area, that aims at patient-specific ES
detection with high accuracy from electroencephalogram (EEG) signals. The early detection …
detection with high accuracy from electroencephalogram (EEG) signals. The early detection …
Early prediction of chronic kidney disease using machine learning algorithms with feature selection techniques
Abstract Chronic Kidney Disease (CKD) poses significant health risks, particularly for elderly
and middle-aged individuals, leading to gradual kidney damage and reduced renal function …
and middle-aged individuals, leading to gradual kidney damage and reduced renal function …
Emotion-Related Pedagogical Agent: A Systematic Literature Review
Pedagogical agent is a software agent that provides guidance, feedback, or intervention to
learners in digital environments. It has the potential to address issues in computer-based …
learners in digital environments. It has the potential to address issues in computer-based …
A bert-based chatbot to support cancer treatment follow-up
The aftermath of primary cancer treatment presents a multitude of challenges for patients,
necessitating prolonged recovery periods that can span months or even years. Survivors …
necessitating prolonged recovery periods that can span months or even years. Survivors …
Yolo-v4 based detection of varied hand gestures in heterogeneous settings
The detection of varied hand gestures in heterogeneous settings plays a crucial role in
enhancing human-computer interaction. Leveraging the YOLO-V4 model for object detection …
enhancing human-computer interaction. Leveraging the YOLO-V4 model for object detection …
Classification of Diabetic Retinopathy Disease Levels by Extracting Spectral Features Using Wavelet CNN
Diabetic retinopathy (DR) arises from blood vessel damage and is a leading cause of
blindness on a global scale. Clinical professionals rely on examining fundus images to …
blindness on a global scale. Clinical professionals rely on examining fundus images to …
Classifying Emotions of Parkinsonian Patients from Electroencephalogram Signals Using Efficient Attention Capsule Network
Detecting Parkinson's disease (PD) and other neurodegenerative disorders holds significant
importance for early and automated intervention using non-invasive modalities like EEG …
importance for early and automated intervention using non-invasive modalities like EEG …
Optimizing Medical Imaging Quality: An In-Depth Examination of Preprocessing Methods for Brain MRIs
Neurodegenerative diseases arise from the gradual deterioration of neuronal structure or
function and spans different levels of neuronal circuitry in the brain, ranging from molecular …
function and spans different levels of neuronal circuitry in the brain, ranging from molecular …