Data mining in clinical medicine:
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
New York
Humana Press
2015
|
| Schriftenreihe: | Methods in molecular biology
1246 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | XII, 270 S. Ill., graph. Darst. 26 cm |
Internformat
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Datensatz im Suchindex
| _version_ | 1804152850589155328 |
|---|---|
| adam_text | Titel: Data mining in clinical medicine
Autor: Fernández-Llatas, Carlos
Jahr: 2015
Contents
Preface.......................................................... v
Contributors.......................................................... xi
Part I Innovative Data Mining Techniques for Clinical Medicine
1 Actigraphy Pattern Analysis for Outpatient Monitoring...................... 3
Eltes Fuster-Garcia, Adrian Bresó, Juan Martinez Miranda,
and Juan Miguel Garcia-Gómez
2 Definition of Loss Functions for Learning from Imbalance«!
Data to Minimize Evaluation Metrics................................... 19
Juan Miguel Garcia-Gómez and Salvador Tortajada
3 Audit Method Suited for DSS in Clinical Environment...................... 39
Javier Vicente
4 Incremental Logistic Regression for Customizing
Automatic Diagnostic Models......................................... 57
Salvador Tortajada, Montserrat Robles, and Juan Miguel Garcia-Gómez
5 Using Process Mining for Automatic Support
of Clinical Pathways Design.......................................... 79
Carlos Fernandez-Llatas, Bernardo Valdivieso, Vicente Traver,
and Jose Miguel Benedi
6 Analyzing Complex Patients Temporal Histories:
New Frontiers in Temporal Data Mining................................. 89
Lucia Sacchi, Arianna Dagliati, and Riccardo Bellazzi
Part II Mining Medical Data Over Internet
7 The Snow System: A Decentralized Medical Data Processing System............ 109
Johan Gustav Bellika, Torje Starbo Henriksen,
and Kassaye Titbarek Tigzaw
8 Data Mining for Pulsing the Emotion on the Web......................... 123
Jose Enrique Borras-Morell
9 Introduction on Health Recommender Systems........................... 131
C.L. Sanchez-Bocanegra, F. Sanchez-Laguna, and J.L. Sevillano
10 Cloud Computing for Context-Aware Enhanced m-Health Services............ 147
Carlos Fernandez-Llatas, Salvatore F. Pileggi, Gema Lbanez,
Zoe Valero, and Pilar Sala
ix
x Contents
Part III New Applications of Data Mining
in Clinical Medicine Problems
11 Analysis of Speech-Based Measures for Detecting and Monitoring
Alzheimer s Disease................................................ 159
A. Khodabakhsh and C. Demiroglu
12 Applying Data Mining for the Analysis of Breast Cancer Data................. 175
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....................... 191
Giuseppe Fico, Maria Teresa Arredondo, Vasilios Protopappas,
Eleni Georgia, and Dimitrios Fotiadis
14 Data Analysis in Cardiac Arrhythmias................................... 217
Miguel Rodrigo, Jorge Pedrón-Torecilla, Ismael Hernândez,
Alejandro Liberos, Andren M. Climent, and Maria S. Guillem
15 Knowledge-Based Personal Health System to Empower Outpatients
of Diabetes Mellitus by Means of P4 Medicine............................ 237
Adridn Bresó, Carlos SAez, Javier Vicente, Félix Larrinaga,
Montserrat Robles, and Juan Miguel Garcia-Gómez
16 Serious Games for Elderly Continuous Monitoring......................... 259
Lenin-G. Lemus-ZAniga, Esperanza Navarro-Pardo,
Carmen Moret-Tatay, and Ricardo Pocinho
Index............................................................... 269
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| physical | XII, 270 S. Ill., graph. Darst. 26 cm |
| publishDate | 2015 |
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| publisher | Humana Press |
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| series | Methods in molecular biology |
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| spelling | Data mining in clinical medicine ed. by Carlos Fernández-Llatas, Juan Miguel García-Gómez New York Humana Press 2015 XII, 270 S. Ill., graph. Darst. 26 cm txt rdacontent n rdamedia nc rdacarrier Methods in molecular biology 1246 Springer protocols Includes bibliographical references and index Data mining Clinical medicine Data Mining (DE-588)4428654-5 gnd rswk-swf Klinische Medizin (DE-588)4134748-1 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Klinische Medizin (DE-588)4134748-1 s Data Mining (DE-588)4428654-5 s DE-604 Fernández-Llatas, Carlos Sonstige oth Methods in molecular biology 1246 (DE-604)BV035362695 1246 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027721182&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Data mining in clinical medicine Methods in molecular biology Data mining Clinical medicine Data Mining (DE-588)4428654-5 gnd Klinische Medizin (DE-588)4134748-1 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4134748-1 (DE-588)4143413-4 |
| title | Data mining in clinical medicine |
| title_auth | Data mining in clinical medicine |
| title_exact_search | Data mining in clinical medicine |
| title_full | Data mining in clinical medicine ed. by Carlos Fernández-Llatas, Juan Miguel García-Gómez |
| title_fullStr | Data mining in clinical medicine ed. by Carlos Fernández-Llatas, Juan Miguel García-Gómez |
| title_full_unstemmed | Data mining in clinical medicine ed. by Carlos Fernández-Llatas, Juan Miguel García-Gómez |
| title_short | Data mining in clinical medicine |
| title_sort | data mining in clinical medicine |
| topic | Data mining Clinical medicine Data Mining (DE-588)4428654-5 gnd Klinische Medizin (DE-588)4134748-1 gnd |
| topic_facet | Data mining Clinical medicine Data Mining Klinische Medizin Aufsatzsammlung |
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