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- Publisher: Humana
- ISBN-10: 1493954741
- ISBN-13: 9781493954742
- Format: 17.8 x 25.4 x 1.5 cm, softcover
- Language: English
- SAVE -10% with code: EXTRA
Data Mining in Clinical Medicine (e-book) (used book) | bookbook.eu
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PART I: Innovative Data Mining Techniques for Clinical Medicine
1. Actigraphy Pattern Analysis For Outpatient Monitoring
Elies Fuster-Garcia, Adrián Bresó, Juan MartÃnez Miranda, and Juan M. Garcia-Gómez
2. Definition of Loss Functions for Learning from Imbalanced Data to Minimize Evaluation Metrics
Juan M. Garcia-Gómez and Salvador Tortajada
3. Audit Method Suited for DSS in Clinical Environment
Javier Vicente
4. Incremental Logistic Regression for Customizing Automatic Diagnostic Models
Salvador Tortajada, Montserrat Robles, and Juan M. Garcia-Gómez
5. Using Process Mining for Automatic Support of clinical Pathways Design
Carlos Fernandez-Llatas, Bernardo Valdivieso, Vicente Traver, and Jose Miguel Benedi
6. Analyzing Complex Patients' Temporal Histories: New Frontiers in Temporal Data Mining
Lucia Sacchi, Arianna Dagliati, and Riccardo Bellazzi
PART II: Mining Medical Data Over Internet
7. The Snow System - A Decentralized Medical Data Processing System
Johan Gustav Bellika, Torje Starbo Henriksen, Kassaye Yitbarek Yigzaw
8. Data Mining for Pulsing the Emotion on the WebJose Enrique Borrás Morell 9. Introduction on Health Recommender SystemsSanchez-Bocanegra, C.L., Sanchez-Laguna, F., Sevillano, J.L.
10. Cloud Computing for Context-Aware Enhanced m-Health Services
Carlos Fernandez-Llatas, Salvatore F. Pileggi, Gema Ibañez, Zoe Valero, and Pilar Sala
PART III: New Applications of Data Mining in Clinical Medicine Problems 11. Analysis of Speech-based Measures for Detecting and Monitoring Alzheimer's DiseaseA. Khodabakhsh and C. Demiroglu
12. Applying Data Mining for the Analysis of Breast Cancer Data
Der-Ming Liou and Wei-Pin Chang
13. Mining Data When Technology Is Applied To Support Patients and Professional On The Control Of Chronic Diseases: The Experience Of The METABO Platform For Diabetes ManagementGiuseppe Fico, Maria Teresa Arredondo, Vasilios Protopappas, Eleni Georgia
14. Data Analysis In Cardiac Arrhythmias
Miguel Rodrigo, Jorge Pedrón-Torecilla, Ismael Hernández, Alejandro Liberos, Andreu M Climent, and MarÃa S. Guillem
15. Knowledge-Based Personal Health System to Empower Outpatients of Diabetes Mellitus by means of P4 Medicine
Adrián Bresó, Carlos Sáez, Javier Vicente, Félix Larrinaga, Montserrat Robles, Juan Miguel, and GarcÃa-Gómez
16. Serious Games For Elderly Continuous MonitoringLenin-G. Lemus-Zúñiga, Esperanza Navarro-Pardo, Carmen Moret-Tatay, and Ricardo Pocinho.
EXTRA 10 % discount with code: EXTRA
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- Publisher: Humana
- ISBN-10: 1493954741
- ISBN-13: 9781493954742
- Format: 17.8 x 25.4 x 1.5 cm, softcover
- Language: English English
PART I: Innovative Data Mining Techniques for Clinical Medicine
1. Actigraphy Pattern Analysis For Outpatient Monitoring
Elies Fuster-Garcia, Adrián Bresó, Juan MartÃnez Miranda, and Juan M. Garcia-Gómez
2. Definition of Loss Functions for Learning from Imbalanced Data to Minimize Evaluation Metrics
Juan M. Garcia-Gómez and Salvador Tortajada
3. Audit Method Suited for DSS in Clinical Environment
Javier Vicente
4. Incremental Logistic Regression for Customizing Automatic Diagnostic Models
Salvador Tortajada, Montserrat Robles, and Juan M. Garcia-Gómez
5. Using Process Mining for Automatic Support of clinical Pathways Design
Carlos Fernandez-Llatas, Bernardo Valdivieso, Vicente Traver, and Jose Miguel Benedi
6. Analyzing Complex Patients' Temporal Histories: New Frontiers in Temporal Data Mining
Lucia Sacchi, Arianna Dagliati, and Riccardo Bellazzi
PART II: Mining Medical Data Over Internet
7. The Snow System - A Decentralized Medical Data Processing System
Johan Gustav Bellika, Torje Starbo Henriksen, Kassaye Yitbarek Yigzaw
8. Data Mining for Pulsing the Emotion on the WebJose Enrique Borrás Morell 9. Introduction on Health Recommender SystemsSanchez-Bocanegra, C.L., Sanchez-Laguna, F., Sevillano, J.L.
10. Cloud Computing for Context-Aware Enhanced m-Health Services
Carlos Fernandez-Llatas, Salvatore F. Pileggi, Gema Ibañez, Zoe Valero, and Pilar Sala
PART III: New Applications of Data Mining in Clinical Medicine Problems 11. Analysis of Speech-based Measures for Detecting and Monitoring Alzheimer's DiseaseA. Khodabakhsh and C. Demiroglu
12. Applying Data Mining for the Analysis of Breast Cancer Data
Der-Ming Liou and Wei-Pin Chang
13. Mining Data When Technology Is Applied To Support Patients and Professional On The Control Of Chronic Diseases: The Experience Of The METABO Platform For Diabetes ManagementGiuseppe Fico, Maria Teresa Arredondo, Vasilios Protopappas, Eleni Georgia
14. Data Analysis In Cardiac Arrhythmias
Miguel Rodrigo, Jorge Pedrón-Torecilla, Ismael Hernández, Alejandro Liberos, Andreu M Climent, and MarÃa S. Guillem
15. Knowledge-Based Personal Health System to Empower Outpatients of Diabetes Mellitus by means of P4 Medicine
Adrián Bresó, Carlos Sáez, Javier Vicente, Félix Larrinaga, Montserrat Robles, Juan Miguel, and GarcÃa-Gómez
16. Serious Games For Elderly Continuous MonitoringLenin-G. Lemus-Zúñiga, Esperanza Navarro-Pardo, Carmen Moret-Tatay, and Ricardo Pocinho.
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