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Clinical Text Mining [[electronic resource] ] : Secondary Use of Electronic Patient Records / / by Hercules Dalianis
| Clinical Text Mining [[electronic resource] ] : Secondary Use of Electronic Patient Records / / by Hercules Dalianis |
| Autore | Dalianis Hercules |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Springer Nature, 2018 |
| Descrizione fisica | 1 online resource (XVII, 181 p. 54 illus., 28 illus. in color.) |
| Disciplina | 025.04 |
| Soggetto topico |
Information storage and retrieval
Health informatics Natural language processing (Computer science) Data mining Information Storage and Retrieval Health Informatics Natural Language Processing (NLP) Data Mining and Knowledge Discovery |
| Soggetto non controllato |
Natural Language Processing
Text Analysis Data Mining Health Informatics Text Mining Medical Terminologies Health Care Information Systems Support Vector Machines |
| ISBN | 3-319-78503-6 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- The history of the patient record and the paper record -- User needs: clinicians, clinical researchers and hospital management -- Characteristics of patient records and clinical corpora -- Medical classifications and terminologies -- Evaluation metrics and evaluation -- Basic building blocks for clinical text processing -- Computational methods for text analysis and text classification -- Ethics and privacy of patient records for clinical text mining research -- Applications of clinical text mining -- Networks and shared tasks in clinical text mining -- Conclusions and outlook -- References -- Index. |
| Record Nr. | UNINA-9910293143703321 |
Dalianis Hercules
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| Springer Nature, 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Leveraging Data Science for Global Health [[electronic resource] /] / edited by Leo Anthony Celi, Maimuna S. Majumder, Patricia Ordóñez, Juan Sebastian Osorio, Kenneth E. Paik, Melek Somai
| Leveraging Data Science for Global Health [[electronic resource] /] / edited by Leo Anthony Celi, Maimuna S. Majumder, Patricia Ordóñez, Juan Sebastian Osorio, Kenneth E. Paik, Melek Somai |
| Autore | Celi Leo Anthony |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Springer Nature, 2020 |
| Descrizione fisica | 1 online resource (XII, 475 p. 196 illus., 175 illus. in color.) |
| Disciplina | 502.85 |
| Soggetto topico |
Health informatics
Health economics Health Informatics Health Economics |
| Soggetto non controllato |
Health Informatics
Health Economics Open Access Big Data Machine Learning Artificial Intelligence Digital Disease Surveillance Health Mapping Health Records for Non-Communicable Diseases HealthMap Tools for Clinical Trials Medical equipment & techniques Information technology: general issues Health & safety aspects of IT Health economics |
| ISBN | 3-030-47994-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part 1: Big Data and Global Health Landscape -- Chapter 1. Strengths and Weaknesses of Big Data for Global Health Surveillance -- Chapter 2. Opportunities for Health Big Data in Africa -- Chapter 3. HealthMap and Digital Disease Surveillance -- Chapter 4. Mobility Data and Genomics for Disease Surveillance -- Part 2: Case Studies -- Chapter 5. Kumbh Mela Disease Surveillance -- Chapter 6. Using Google Mobility Data for Disaster Monitoring in Puerto Rico -- Chapter 7. StreetRx and the Opioid Epidemic -- Chapter 8. Twitter Data for Zika Virus Surveillance in Venezuela -- Chapter 9. Hepatitis E Outbreak in Namibia and Google Trends -- Chapter 10. Patient-Controlled Health Records for Non-Communicable Diseases in Humanitarian Settings -- Chapter 11. Addressing Sexual and Reproductive Health among Youth Migrants -- Chapter 12. Tanzanian cholera: epidemic or endemic? -- Chapter 13. Google Satellite Images to Predict Yellow Fever Incidence in Brazil -- Chapter 14. Feature Selection and Prediction of Treatment Failure in Tuberculosis -- Chapter 15. Tuberculosis, Refugees, and the Politics of Journalistic Objectivity: A qualitative review using HealthMap data -- Chapter 16. Designing Tools to Support the Cutaneous Leishmaniasis Trial in Colombia. |
| Record Nr. | UNISA-996465446903316 |
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Celi Leo Anthony
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| Springer Nature, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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