Advancing Clinical Decision Support Using Machine Learning & the Internet of Medical Things : Enhancing COVID-19 & Early Sepsis Detection / Mahbub Ul Alam.

Indexterm och SAB-rubrik

Internet of Medical Things

Patient-Centric Healthcare

Clinical Decision Support System

Predictive Modeling in Healthcare

Health Informatics

Healthcare analytics

COVID-19

Sepsis

COVID-19 Detection

Early Sepsis Detection

Lung Segmentation Detection

Medical Data Annotation Scarcity

Medical Data Sparsity

Medical Data Heterogeneity

Medical Data Security & Privacy

Practical Usability Enhancement

Low-End Device Adaptability

Medical Significance

Interpretability

Visualization

LIME

SHAP

Grad-CAM

LRP

Electronic Health Records

Thermal Image

Tabular Medical Data

Chest X-ray

Machine Learning

Deep Learning

Federated Learning

Semi-Supervised Machine Learning

Multi-Task Learning

Transfer Learning

Multi-Modality

Natural Language Processing

ClinicalBERT

GAN