Advancing clinical decision support using machine learning & the internet of medical things : enhancing COVID-19 & early sepsis detection / Mahbub Ul Alam.

Ämnesord

Internet  (sao)

Förebyggande hälso- och sjukvård  (sao)

Sjukvård  (sao)

Internet  (LCSH)

Preventive health services  (LCSH)

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

Klassifikation

004 (DDC)

Pu (kssb/8 (machine generated))