Data mining for biomarker discovery:
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
© 2012
|
| Schriftenreihe: | Springer optimization and its applications
65 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Klappentext |
| Beschreibung: | xiv, 246 Seiten Illustrationen, Diagramme |
| ISBN: | 9781461421061 |
Internformat
MARC
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| 245 | 1 | 0 | |a Data mining for biomarker discovery |c Panos M. Pardalos, Petros Xanthopoulos, Michalis Zervakis, editors |
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| 264 | 4 | |c © 2012 | |
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| 700 | 1 | |a Zervakis, Michalis |4 edt | |
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Datensatz im Suchindex
| _version_ | 1804149093557075968 |
|---|---|
| adam_text | Contents
1 Data
Mining Strategies
Applied in
Brain Injury
Models.............. 1
Stefania
Mondello,
Firas
Kobeissy,
Isaac
Fingers, Zhiqun
Zhang,
Ronald L.
Hayes, and
Kevin K.W.
Wang
2 Application
of Decomposition Methods in the Filtering
of Event-Related Potentials
................................................ 15
Kostas Michalopoulos,
Vasiliki Iordanidou,
and Michalis Zervakis
3
EEG
Features as
Biomarkers
for Discrimination
of Preictal States
............................................................ 31
Alkiviadis Tsimpiris and Dimitris Kugiumtzis
4
Using Relative Power Asymmetry as
a Biomarker
for Classifying Psychogenic Nonepileptic Seizure
and Complex Partial Seizure Patients
.................................... 57
Jui-Hong
Chien,
Deng-Shan Shiau, J. Chris Sackellares,
Jonathan J. Halford, Kevin M. Kelly, and
Panos
M. Pardalos
5
Classification of Tree and Network Topology Structures
in Medical Images
.......................................................... 79
Angeliki Skoura, Vasileios Megalooikonomou,
Athanasios Diamantopoulos, George
C. Kagadis,
and Dimitrios Kamabatidis
6
A Framework for
Multimodal
Imaging
Biomarker
Extraction with Application to Brain
MRI
.............................. 91
Kostas
Marias, Vangelis
Sakkalis,
and
Norbert
Graf
χ
Contents
7
A Statistical Diagnostic Decision Support Tool Using
Magnetic Resonance Spectroscopy Data
................................. 117
Evaggelia Tsolaki, Evanthia Kousi, Eftychia Kapsalaki,
Ioannis Dimou, Kyriaki
Theodorem,
Georgios C. Manikis,
Constantin
Kappas, and Ioannis Tsougos
8
Data Mining for Cancer
Biomarkers
with Raman Spectroscopy
..... 143
Michael B.
Fenn
and Vijay Pappu
9
Nonlinear Recognition Methods for Oncological Pathologies
......... 169
Gregorio
Patrizi, Vincenzo Pietropaolo,
Antonella
Carbone,
Renato De Leone, Laura Di Giacomo,
Valentina
Losacco,
and Giacomo Patrizi
10
Studying Connectivity Properties in Human
Protein-Protein Interaction Network in Cancer Pathway
............. 187
Vera
Tomaino, Ashwin Arulselvan, Pierangelo
Veltri,
and
Panos
M. Pardalos
11
Modelling of Oral Cancer Progression Using Dynamic
Bayesian Networks
......................................................... 199
Konstantinos
P. Exarchos, George
Rigas, Yorgos
Goletsis,
and Dimitrios I. Fotiadis
12
Neuromuscular Alterations of Upper Airway Muscles in
Patients with
OSAS:
Radiological and Histopathological
Findings
...................................................................... 213
Panagis Drakatos, Dimosthenis Lykouras, Fotis Sampsonas,
Kiriakos Karkoulias, and
Kostas Spiropoulos
13
Data Mining System Applied to Population Databases
for Studies on Lung Cancer
............................................... 227
J.
Pérez,
F.
Henriques,
R.
Santaolaya,
O. Fragoso,
and
A. Mexicano
Springer Optimization and Its Applications
Panos
M.
Pardałos
·
Petras Xanthopoulos
· Michaiis Zervakis Editors
Data Mining
for Biomarker
Discovery
Data Mining
for Biomarker
Discovery
is designed to motivate collaboration and discussion
among various disciplines and will be of interest to students and researchers in
engineering, computer science, applied mathematics, medicine, and anyone interested
in the interdisciplinary application of data mining techniques.
Biomarker
discovery
is an important area of
biomedical
research that can lead to significant breakthroughs
in disease analysis and targeted therapy. Moreover, the discovery and management
of new
biomarkers
is a challenging and attractive problem in the emerging field of
biomedical
informatics.
This volume is a collection of state-of-the-art research from select participants of
the International Conference on
Biomedical
Data and Knowledge Mining: Towards
Biomarker
Discovery, held July
7-9,2010
in Chania, Greece. Contributions focus on
biomarker
data integration, information retrieval methods, and statistical machine
learning techniques, all presented with new results, models, and algorithms.
|
| any_adam_object | 1 |
| author2 | Pardalos, Panos M. 1954- Xanthopoulos, Petros Zervakis, Michalis |
| author2_role | edt edt edt |
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| building | Verbundindex |
| bvnumber | BV040129450 |
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| discipline | Biologie Medizin |
| format | Book |
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| indexdate | 2024-07-10T00:17:33Z |
| institution | BVB |
| isbn | 9781461421061 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-024986649 |
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| series | Springer optimization and its applications |
| series2 | Springer optimization and its applications |
| spelling | Data mining for biomarker discovery Panos M. Pardalos, Petros Xanthopoulos, Michalis Zervakis, editors New York, NY ; Dordrecht ; Heidelberg ; London Springer [2012] © 2012 xiv, 246 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Springer optimization and its applications 65 Data Mining (DE-588)4428654-5 gnd rswk-swf Biomarker (DE-588)4425928-1 gnd rswk-swf Biomarker (DE-588)4425928-1 s Data Mining (DE-588)4428654-5 s b DE-604 Pardalos, Panos M. 1954- (DE-588)115385827 edt Xanthopoulos, Petros edt Zervakis, Michalis edt Erscheint auch als Online-Ausgabe 978-1-4614-2107-8 Springer optimization and its applications 65 (DE-604)BV021746093 65 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024986649&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024986649&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
| spellingShingle | Data mining for biomarker discovery Springer optimization and its applications Data Mining (DE-588)4428654-5 gnd Biomarker (DE-588)4425928-1 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4425928-1 |
| title | Data mining for biomarker discovery |
| title_auth | Data mining for biomarker discovery |
| title_exact_search | Data mining for biomarker discovery |
| title_full | Data mining for biomarker discovery Panos M. Pardalos, Petros Xanthopoulos, Michalis Zervakis, editors |
| title_fullStr | Data mining for biomarker discovery Panos M. Pardalos, Petros Xanthopoulos, Michalis Zervakis, editors |
| title_full_unstemmed | Data mining for biomarker discovery Panos M. Pardalos, Petros Xanthopoulos, Michalis Zervakis, editors |
| title_short | Data mining for biomarker discovery |
| title_sort | data mining for biomarker discovery |
| topic | Data Mining (DE-588)4428654-5 gnd Biomarker (DE-588)4425928-1 gnd |
| topic_facet | Data Mining Biomarker |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024986649&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024986649&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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