Data mining in biomedical imaging, signaling, and systems:
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| Other Authors: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton [u.a.]
CRC Press
2011
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| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XV, 424 S. graph. Darst. |
| ISBN: | 9781439839386 |
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Record in the Search Index
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| adam_text | Titel: Data mining in biomedical imaging, signaling, and systems
Autor: Dua, Sumeet
Jahr: 2011
Contents
Preface.............................................................................................................v
Editors............................................................................................................xi
Contributors.................................................................................................xiii
1 Feature Extraction Methods in Biomedical Signaling and Imaging......1
XIAN DU AND SUMEET DUA
2 Supervised and Unsupervised Learning Methods in
Biomedical Signaling and Imaging......................................................23
XIAN DU AND SUMEET DUA
3 Data Mining of Acoustical Properties of Speech as
Indicators of Depression.......................................................................47
ANANTHAKRISHNA T., KUMARA SHAMA, VENKATARAYA
P. BHANDARY, KUMAR K. B., AND NIRANJAN U. C.
4 Typicality Measure and the Creation of Predictive
Models in Biomedicine.........................................................................69
MILA KWIATKOWSKA, KRZYSZTOF KIELAN, NAJIB T. AYAS, AND
C. FRANK RYAN
5 Gaussian Mixture Model-Based Clustering Technique
for Electrocardiogram Analysis..........................................................101
ROSHAN JOYMARTIS, CHANDAN CHAKRABORTY, AND
AJOY KUMAR RAY
6 Pattern Recognition Algorithms for Seizure Applications.................119
ALAN CHIU
7 Application of Parametric and Nonparametric Methods
in Arrhythmia Classification..............................................................145
HASEENA H., K. PAUL JOSEPH, AND ABRAHAM T. MATHEW
III
iv ¦ Contents
8 Supervised and Unsupervised Metabonomic Techniques
in Clinical Diagnosis: Classification of 677-MTHFR
Mutations in Migraine Sufferers........................................................171
FILIPPO MOLINARI, PIERANGELA GIUSTETTO, WILLIAM
LIBONI, MARIA CRISTINA VALERIO, NICOLA CULEDDU,
MATILDE CHESSA, AND CESARE MANETTI
9 Automatic Grading of Adult Depression Using a
Backpropagation Neural Network Classifier.....................................191
SUBHAGATA CHATTOPADHYAY, PREETISHA KAUR,
FETHIRABHI, AND RAJENDRA ACHARYA U.
10 Alignment-Based Clustering of Gene Expression
Time-Series Data................................................................................227
NUMANUL SUBHANI, LUIS RUEDA, ALIOUNE NGOM,
AND CONRAD BURDEN
11 Mining of Imaging Biomarkers for Quantitative Evaluation
of Osteoarthritis.................................................................................263
XIAN DU
12 Supervised Classification of Digital Mammograms...........................285
HARPREET SINGH AND SUMEET DUA
13 Biofilm Image Analysis: Automatic Segmentation
Methods and Applications..................................................................319
DARIO ROJAS, LUIS RUEDA, HOMERO URRUTIA,
GERARDO CARCAMO, AND ALIOUNE NGOM
14 Discovering Association of Diseases in the Upper
Gastrointestinal Tract Using Text Mining Techniques......................351
S. S. SARAF, G. R. UDUPI, AND SANTOSH D. HAJARE
15 Mental Health Informatics: Scopes and Challenges..........................373
SUBHAGATA CHATTOPADHYAY
16 Systems Engineering for Medical Informatics...................................391
OLIVER FAUST, RAJENDRA ACHARYA U., CHONG WEE SEONG,
TEIK-CHENG LIM, AND SUBHAGATA CHATTOPADHYAY
Index...........................................................................................................417
|
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| spelling | Data mining in biomedical imaging, signaling, and systems ed. by Sumeet Dua ... Boca Raton [u.a.] CRC Press 2011 XV, 424 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier data analysis cabt Dua, Sumeet (DE-588)143708783 edt HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=022367201&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| title | Data mining in biomedical imaging, signaling, and systems |
| title_auth | Data mining in biomedical imaging, signaling, and systems |
| title_exact_search | Data mining in biomedical imaging, signaling, and systems |
| title_full | Data mining in biomedical imaging, signaling, and systems ed. by Sumeet Dua ... |
| title_fullStr | Data mining in biomedical imaging, signaling, and systems ed. by Sumeet Dua ... |
| title_full_unstemmed | Data mining in biomedical imaging, signaling, and systems ed. by Sumeet Dua ... |
| title_short | Data mining in biomedical imaging, signaling, and systems |
| title_sort | data mining in biomedical imaging signaling and systems |
| topic | data analysis cabt |
| topic_facet | data analysis |
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