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Data mining in clinical medicine

Data mining in clinical medicine (2회 대출)

자료유형
단행본
개인저자
Fernandez-Llatas, Carlos. García-Gómez, Juan Miguel.
서명 / 저자사항
Data mining in clinical medicine / edited by Carlos Fernández-Llatas, Juan Miguel García-Gómez.
발행사항
New York :   Humana Press ; :   Springer,   2015.  
형태사항
xiii, 270 p. : ill. (some col.) ; 27 cm.
총서사항
Methods in molecular biology,1940-6029 ; 1246
ISBN
9781493919840
내용주기
Actigraphy pattern analysis for outpatient monitoring / Elies Fuster-Garcia ... [et al.] -- Definition of loss functions for learning from imbalanced data to minimize evaluation metrics / Juan Miguel Garcia-Gómez and Salvador Tortajada -- Audit method suited for DSS in clinical environment / Javier Vicente -- Incremental logistic regression for customizing automatic diagnostic models / Salvador Tortajada, Montserrat Robles, and Juan Miguel Garcia-Gómez -- Using process mining for automatic support of clinical pathways design / Carlos Fernandez-Llatas ... [et al.] -- Analyzing complex patients' temporal histories : new frontiers in temporal data mining / Lucia Sacchi, Arianna Dagliati, and Riccardo Bellazzi -- Snow system : a decentralized medical data processing system / Johan Gustav Bellika, Torje Starbo Henriksen, and Kassaye Yitbarek Yigzaw -- Data mining for pulsing the emotion on the web / Jose Enrique Borras- Morell -- Introduction on health recommender systems / C. L. Sanchez-Bocanegra, F. Sanchez-Laguna, and J. L. Sevillano -- Cloud computing for context-aware enhanced m-health services / Carlos Fernandez-Llatas ... [et al.] -- Analysis of speech-based measures for detecting and monitoring alzheimer's disease / A. Khodabakhsh and C. Demiroglu -- Applying data mining for the analysis of breast cancer data / Der-Ming Liou and Wei-Pin Chang -- 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 management / Giuseppe Fico ... [et al.] -- Data analysis in cardiac arrhythmias / Miguel Rodrigo ... [et al.] -- Knowledge-based personal health system to empower outpatients of diabetes mellitus by means of P4 medicine / Adrián Bresó ... [et al.] -- Serious games for elderly continuous monitoring / Lenin-G. Lemus-Zúñiga ... [et al.].
서지주기
Includes bibliographical references and index.
일반주제명
Data mining. Artificial intelligence --Medical applications. Data Mining. Clinical Medicine.
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040 ▼a RML ▼b eng ▼e rda ▼c RML ▼d RML ▼d OCLCO ▼d YDXCP ▼d GW5XE ▼d SCB ▼d KUB ▼d 211009
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245 0 0 ▼a Data mining in clinical medicine / ▼c edited by Carlos Fernández-Llatas, Juan Miguel García-Gómez.
260 ▼a New York : ▼b Humana Press ; : ▼b Springer, ▼c 2015.
300 ▼a xiii, 270 p. : ▼b ill. (some col.) ; ▼c 27 cm.
490 1 ▼a Methods in molecular biology, ▼x 1940-6029 ; ▼v 1246
490 1 ▼a Springer protocols
504 ▼a Includes bibliographical references and index.
505 0 0 ▼t Actigraphy pattern analysis for outpatient monitoring / ▼r Elies Fuster-Garcia ... [et al.] -- ▼t Definition of loss functions for learning from imbalanced data to minimize evaluation metrics / ▼r Juan Miguel Garcia-Gómez and Salvador Tortajada -- ▼t Audit method suited for DSS in clinical environment / ▼r Javier Vicente -- ▼t Incremental logistic regression for customizing automatic diagnostic models / ▼r Salvador Tortajada, Montserrat Robles, and Juan Miguel Garcia-Gómez -- ▼t Using process mining for automatic support of clinical pathways design / ▼r Carlos Fernandez-Llatas ... [et al.] -- ▼t Analyzing complex patients' temporal histories : new frontiers in temporal data mining / ▼r Lucia Sacchi, Arianna Dagliati, and Riccardo Bellazzi -- ▼t Snow system : a decentralized medical data processing system / ▼r Johan Gustav Bellika, Torje Starbo Henriksen, and Kassaye Yitbarek Yigzaw -- ▼t Data mining for pulsing the emotion on the web / ▼r Jose Enrique Borras- Morell -- ▼t Introduction on health recommender systems / ▼r C. L. Sanchez-Bocanegra, F. Sanchez-Laguna, and J. L. Sevillano -- ▼t Cloud computing for context-aware enhanced m-health services / ▼r Carlos Fernandez-Llatas ... [et al.] -- ▼t Analysis of speech-based measures for detecting and monitoring alzheimer's disease / ▼r A. Khodabakhsh and C. Demiroglu -- ▼t Applying data mining for the analysis of breast cancer data / ▼r Der-Ming Liou and Wei-Pin Chang -- ▼t 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 management / ▼r Giuseppe Fico ... [et al.] -- ▼t Data analysis in cardiac arrhythmias / ▼r Miguel Rodrigo ... [et al.] -- ▼t Knowledge-based personal health system to empower outpatients of diabetes mellitus by means of P4 medicine / ▼r Adrián Bresó ... [et al.] -- ▼t Serious games for elderly continuous monitoring / ▼r Lenin-G. Lemus-Zúñiga ... [et al.].
650 0 ▼a Data mining.
650 0 ▼a Artificial intelligence ▼x Medical applications.
650 2 ▼a Data Mining.
650 2 ▼a Clinical Medicine.
700 1 ▼a Fernandez-Llatas, Carlos.
700 1 ▼a García-Gómez, Juan Miguel.
830 0 ▼a Springer protocols.
830 0 ▼a Methods in molecular biology (Clifton, N.J.) ; ▼v v. 1246.
945 ▼a KLPA

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 006.312 D2322 등록번호 121232448 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

PART I: Innovative Data Mining Techniques for Clinical Medicine 1. Actigraphy Pattern Analysis For Outpatient Monitoring Elies Fuster-Garcia, Adrian Breso, Juan Martinez Miranda, and Juan M. Garcia-Gomez 2. Definition of Loss Functions for Learning from Imbalanced Data to Minimize Evaluation Metrics Juan M. Garcia-Gomez 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-Gomez 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 Borras Morell 9. Introduction on Health Recommender Systems Sanchez-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 Ibanez, 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 Disease A. 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 Management Giuseppe Fico, Maria Teresa Arredondo, Vasilios Protopappas , Eleni Georgia 14. Data Analysis In Cardiac Arrhythmias Miguel Rodrigo, Jorge Pedron-Torecilla, Ismael Hernandez, Alejandro Liberos, Andreu M Climent, and Maria S. Guillem 15. Knowledge-Based Personal Health System to Empower Outpatients of Diabetes Mellitus by means of P4 Medicine Adrian Breso, Carlos Saez, Javier Vicente, Felix Larrinaga, Montserrat Robles, Juan Miguel, and Garcia-Gomez 16. Serious Games For Elderly Continuous Monitoring Lenin-G. Lemus-Zuniga, Esperanza Navarro-Pardo, Carmen Moret-Tatay, and Ricardo Pocinho.


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