Advancing Clinical Decision Support Using Machine Learning & the Internet of Medical Things : Enhancing COVID-19 & Early Sepsis Detection / Mahbub Ul Alam.
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Alam, Mahbub Ul, 1988- (författare)
- ISBN 9789180146562
- Publicerad: Stockholm : Department of Computer and Systems Sciences, Stockholm University, 2024
- Engelska 1 onlineresurs (85 sidor)
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Serie: Report Series / Department of Computer & Systems Sciences, 1101-8526 ; 24-004
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Ämnesord
Stäng
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
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