Algorithms and Applications of Machine Learning Techniques for Healthcare

Improving human health and providing access to high-quality healthcare for everyone is a global concern. Modern technologies help to promote and maintain health, while avoiding unnecessary disabilities and premature health issues. Machine learning is a subfield of artificial intelligence, which is m...

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Bibliographic Details
Format:	Online
Language:	English
Published:	MDPI - Multidisciplinary Digital Publishing Institute 2026
Subjects:	Skin cancer diagnosis Machine learning Convolutional Neural Network (CNN) Adaptive boosting algorithm (AdaBoost) Principal component analysis (PCA) Support Vector Machine (SVM) Depression Wearables Prediction Mental healthcare Gradient–Laplacian attention modules Low-dose CT denoising Deep learning Medical image processing Vision transformers Medical imaging synthesis Polyp detection Text-to-image generation Image segmentation Generative AI Medical image synthesis Colorectal cancer detection Data augmentation Synthetic colonoscopy images DreamBooth Stable Diffusion Low-Rank Adaptation (LoRA) Polyp segmentation Feature Pyramid Network Vision Transformer Segment Anything Model Medical diagnostic models Healthcare AI Deep Learning (DL) Vulnerable AI Breast cancer detection Adversarial attacks Post-Attack Vulnerability Index (PAVI) Mitigation workflow Zero-shot learning Medical imaging Foundation models Acute aortic syndrome (AAS) Clinical data SMOTE method Feature extraction Principal Component Analysis (PCA) Relief method Correlation-based feature selection (CFS) Cancer incidence Data analysis Forecasting Canada Signal processing techniques Structural health monitoring Non-parametric time–frequency analysis Adaptive decomposition Deconvolution COVID-19 SARS-CoV-2 CT scans Convolutional neural network Graph neural networks Shapley values Interpretability Explainability Glaucoma diagnosis Convolutional neural networks Hippocampus segmentation Neurodegeneration biomarkers Nn-Unet 3D imaging Brain-age estimation Melanoma SLIC Border Embeddings Decoder Encoder Attention Autonomic nervous system Sympathetic and parasympathetic autonomic responses Iyengar yoga Wearable Benign paroxysmal positional vertigo (BPPV) Interrupted Time Series (ITS) Educational intervention Dix–Hallpike maneuver Supine Roll test Canalith Repositioning Maneuver (CRM) Pneumonia detection YOLOv11 Chest X-ray imaging Explainable AI Grad-CAM Record linkage Blocking Large language models N A thema EDItEUR::U Computing and Information Technology::UY Computer science
Online Access:	ONIX_20260416T142754_9783725865062_5
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Algorithms and Applications of Machine Learning Techniques for Healthcare

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