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Artificial intelligence in precision health : from concept to applications /
"The book discusses topics such as cognitive computing and emotional intelligence, big data analysis, clinical decision support systems, deep learning, personal omics, digital health, predictive models, prediction of epidemics, drug discovery, precision nutrition and fitness. Additionally, ther...
| Clasificación: | Libro Electrónico |
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| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
London ; San Diego, CA :
Academic Press,
[2020]
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- Section I: Artificial intelligence technologies. Interpretable artificial intelligence: closing the adoption gap in healthcare
- Artificial intelligence methods in computer-aided diagnostic tools and decision support analytics for clinical informatics
- Deep learning in precision medicine
- Machine learning systems and precision medicine: a conceptual and experimental approach to single individual statistics
- Machine learning in digital health, recent trends, and ongoing challenges
- Data mining to transform clinical and translational research findings into precision health
- Section II: Applications of artificial intelligence in precision health. Predictive models in precision medicine
- Deep neural networks for phenotype prediction in rare diseases: Inclusion body myositis: a case study
- Artificial intelligence for management of patients with intracranial neoplasms
- Artificial intelligence to aid the detection of mood disorders
- Use of artificial intelligence in Alzheimer's disease detection
- Artificial intelligence to predict atheroma plaque vulnerability
- Artificial intelligence in cardiovascular medicine: applications in the diagnosis of infarction and prognosis of heart failure
- Artificial intelligence-based decision support systems for diabetes
- Clinical decision support systems to improve the diagnosis and management of respiratory diseases
- Artificial intelligence in neuro, head, and neck surgery
- Use of artificial intelligence in emergency medicine
- Use of artificial intelligence in infectious diseases
- Artificial intelligence techniques applied to patient care and monitoring
- Use of artificial intelligence in precision nutrition and fitness
- Section III: Precision systems in practice. Artificial intelligence in precision health: systems in practice.