Advanced methods and tools for ECG data analysis /:
Here's a cutting-edge, practical book that offers you a thorough understanding of state-of-the-art techniques for electrocardiogram (ECG) data analysis. Placing emphasis on the selection, modeling, classification, and interpretation of data based on advanced signal processing and artificial int...
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boston :
Artech House,
©2006.
|
| Schriftenreihe: | Artech House engineering in medicine & biology series.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | Here's a cutting-edge, practical book that offers you a thorough understanding of state-of-the-art techniques for electrocardiogram (ECG) data analysis. Placing emphasis on the selection, modeling, classification, and interpretation of data based on advanced signal processing and artificial intelligence techniques, the book helps you design, implement, and evaluate software systems used for the analysis of ECG and related data. |
| Beschreibung: | 1 online resource (xv, 384 pages) : illustrations |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9781580539678 158053967X |
Internformat
MARC
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| 245 | 0 | 0 | |a Advanced methods and tools for ECG data analysis / |c Gari D. Clifford, Francisco Azuaje, Patrick E. McSharry (editors). |
| 260 | |a Boston : |b Artech House, |c ©2006. | ||
| 300 | |a 1 online resource (xv, 384 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 490 | 1 | |a Artech House engineering in medicine & biology series | |
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | 0 | |t The Physiological Basis of the Electrocardiogram / |r Andrew T. Reisner, Gari D. Clifford, and Roger G. Mark -- |t ECG Acquisition, Storage, Transmission, and Representation / |r Gari D. Clifford and Matt B. Oefinger -- |t ECG Statistics, Noise, Artifacts, and Missing Data / |r Gari D. Clifford -- |t Models for ECG and RR Interval Processes / |r Patrick E. McSharry and Gari D. Clifford -- |t Linear Filtering Methods / |r Gari D. Clifford -- |t Nonlinear Filtering Techniques / |r Patrick E. McSharry and Gari D. Clifford -- |t The Pathophysiology Guided Assessment of T-Wave Alternans / |r Sanjiv M. Narayan -- |t ECG-Derived Respiratory Frequency Estimation / |r Raquel Bailon, Leif Sornmo, and Pablo Laguna -- |t Introduction to Feature Extraction / |r Franc Jager -- |t ST Analysis / |r Franc Jager -- |t Probabilistic Approaches to ECG Segmentation and Feature Extraction / |r Nicholas P. Hughes -- |t Supervised Learning Methods for ECG Classification/Neural Networks and SVM Approaches / |r Stanislaw Osowski, Linh Tran Hoai, and Tomasz Markiewicz -- |t An Introduction to Unsupervised Learning for ECG Classification / |r Haiying Wang and Francisco Azuaje. |
| 588 | 0 | |a Print version record. | |
| 520 | 3 | |a Here's a cutting-edge, practical book that offers you a thorough understanding of state-of-the-art techniques for electrocardiogram (ECG) data analysis. Placing emphasis on the selection, modeling, classification, and interpretation of data based on advanced signal processing and artificial intelligence techniques, the book helps you design, implement, and evaluate software systems used for the analysis of ECG and related data. |c Publisher abstract. | |
| 650 | 0 | |a Electrocardiography |x Data processing. | |
| 650 | 0 | |a Electronic data processing. |0 http://id.loc.gov/authorities/subjects/sh85042288 | |
| 650 | 0 | |a Computer science. |0 http://id.loc.gov/authorities/subjects/sh89003285 | |
| 650 | 1 | 2 | |a Electrocardiography |x methods |
| 650 | 2 | 2 | |a Electronic Data Processing |
| 650 | 2 | 2 | |a Signal Processing, Computer-Assisted |
| 650 | 6 | |a Électrocardiographie |x Informatique. | |
| 650 | 6 | |a Informatique. | |
| 650 | 7 | |a data processing. |2 aat | |
| 650 | 7 | |a computer science. |2 aat | |
| 650 | 7 | |a HEALTH & FITNESS |x Diseases |x Heart. |2 bisacsh | |
| 650 | 7 | |a MEDICAL |x Cardiology. |2 bisacsh | |
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| 650 | 7 | |a Computer science |2 fast | |
| 650 | 7 | |a Electrocardiography |x Data processing |2 fast | |
| 700 | 1 | |a Clifford, Gari D. |0 http://id.loc.gov/authorities/names/nb2006025551 | |
| 700 | 1 | |a Azuaje, Francisco. |0 http://id.loc.gov/authorities/names/no2003114746 | |
| 700 | 1 | |a McSharry, Patrick. |0 http://id.loc.gov/authorities/names/nb2003049104 | |
| 758 | |i has work: |a Advanced methods and tools for ECG data analysis (Text) |1 https://id.oclc.org/worldcat/entity/E39PCGDpt7qX9yPR3f4RQDxhVy |4 https://id.oclc.org/worldcat/ontology/hasWork | ||
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| 830 | 0 | |a Artech House engineering in medicine & biology series. |0 http://id.loc.gov/authorities/names/no2006080811 | |
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Datensatz im Suchindex
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| _version_ | 1816881667053191168 |
| adam_text | |
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| author2 | Clifford, Gari D. Azuaje, Francisco McSharry, Patrick |
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| author_GND | http://id.loc.gov/authorities/names/nb2006025551 http://id.loc.gov/authorities/names/no2003114746 http://id.loc.gov/authorities/names/nb2003049104 |
| author_additional | Andrew T. Reisner, Gari D. Clifford, and Roger G. Mark -- Gari D. Clifford and Matt B. Oefinger -- Gari D. Clifford -- Patrick E. McSharry and Gari D. Clifford -- Sanjiv M. Narayan -- Raquel Bailon, Leif Sornmo, and Pablo Laguna -- Franc Jager -- Nicholas P. Hughes -- Stanislaw Osowski, Linh Tran Hoai, and Tomasz Markiewicz -- Haiying Wang and Francisco Azuaje. |
| author_facet | Clifford, Gari D. Azuaje, Francisco McSharry, Patrick |
| author_sort | Clifford, Gari D. |
| building | Verbundindex |
| bvnumber | localFWS |
| callnumber-first | R - Medicine |
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| contents | The Physiological Basis of the Electrocardiogram / ECG Acquisition, Storage, Transmission, and Representation / ECG Statistics, Noise, Artifacts, and Missing Data / Models for ECG and RR Interval Processes / Linear Filtering Methods / Nonlinear Filtering Techniques / The Pathophysiology Guided Assessment of T-Wave Alternans / ECG-Derived Respiratory Frequency Estimation / Introduction to Feature Extraction / ST Analysis / Probabilistic Approaches to ECG Segmentation and Feature Extraction / Supervised Learning Methods for ECG Classification/Neural Networks and SVM Approaches / An Introduction to Unsupervised Learning for ECG Classification / |
| ctrlnum | (OCoLC)228290110 |
| dewey-full | 616.1207547 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 616 - Diseases |
| dewey-raw | 616.1207547 |
| dewey-search | 616.1207547 |
| dewey-sort | 3616.1207547 |
| dewey-tens | 610 - Medicine and health |
| discipline | Medizin |
| format | Electronic eBook |
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| id | ZDB-4-EBA-ocn228290110 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:16:21Z |
| institution | BVB |
| isbn | 9781580539678 158053967X |
| language | English |
| oclc_num | 228290110 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (xv, 384 pages) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 2006 |
| publishDateSearch | 2006 |
| publishDateSort | 2006 |
| publisher | Artech House, |
| record_format | marc |
| series | Artech House engineering in medicine & biology series. |
| series2 | Artech House engineering in medicine & biology series |
| spelling | Advanced methods and tools for ECG data analysis / Gari D. Clifford, Francisco Azuaje, Patrick E. McSharry (editors). Boston : Artech House, ©2006. 1 online resource (xv, 384 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier data file Artech House engineering in medicine & biology series Includes bibliographical references and index. The Physiological Basis of the Electrocardiogram / Andrew T. Reisner, Gari D. Clifford, and Roger G. Mark -- ECG Acquisition, Storage, Transmission, and Representation / Gari D. Clifford and Matt B. Oefinger -- ECG Statistics, Noise, Artifacts, and Missing Data / Gari D. Clifford -- Models for ECG and RR Interval Processes / Patrick E. McSharry and Gari D. Clifford -- Linear Filtering Methods / Gari D. Clifford -- Nonlinear Filtering Techniques / Patrick E. McSharry and Gari D. Clifford -- The Pathophysiology Guided Assessment of T-Wave Alternans / Sanjiv M. Narayan -- ECG-Derived Respiratory Frequency Estimation / Raquel Bailon, Leif Sornmo, and Pablo Laguna -- Introduction to Feature Extraction / Franc Jager -- ST Analysis / Franc Jager -- Probabilistic Approaches to ECG Segmentation and Feature Extraction / Nicholas P. Hughes -- Supervised Learning Methods for ECG Classification/Neural Networks and SVM Approaches / Stanislaw Osowski, Linh Tran Hoai, and Tomasz Markiewicz -- An Introduction to Unsupervised Learning for ECG Classification / Haiying Wang and Francisco Azuaje. Print version record. Here's a cutting-edge, practical book that offers you a thorough understanding of state-of-the-art techniques for electrocardiogram (ECG) data analysis. Placing emphasis on the selection, modeling, classification, and interpretation of data based on advanced signal processing and artificial intelligence techniques, the book helps you design, implement, and evaluate software systems used for the analysis of ECG and related data. Publisher abstract. Electrocardiography Data processing. Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Computer science. http://id.loc.gov/authorities/subjects/sh89003285 Electrocardiography methods Electronic Data Processing Signal Processing, Computer-Assisted Électrocardiographie Informatique. Informatique. data processing. aat computer science. aat HEALTH & FITNESS Diseases Heart. bisacsh MEDICAL Cardiology. bisacsh Electronic data processing fast Computer science fast Electrocardiography Data processing fast Clifford, Gari D. http://id.loc.gov/authorities/names/nb2006025551 Azuaje, Francisco. http://id.loc.gov/authorities/names/no2003114746 McSharry, Patrick. http://id.loc.gov/authorities/names/nb2003049104 has work: Advanced methods and tools for ECG data analysis (Text) https://id.oclc.org/worldcat/entity/E39PCGDpt7qX9yPR3f4RQDxhVy https://id.oclc.org/worldcat/ontology/hasWork Print version: Advanced methods and tools for ECG data analysis. Boston : Artech House, ©2006 1580539661 9781580539661 (OCoLC)76784867 Artech House engineering in medicine & biology series. http://id.loc.gov/authorities/names/no2006080811 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=225171 Volltext |
| spellingShingle | Advanced methods and tools for ECG data analysis / Artech House engineering in medicine & biology series. The Physiological Basis of the Electrocardiogram / ECG Acquisition, Storage, Transmission, and Representation / ECG Statistics, Noise, Artifacts, and Missing Data / Models for ECG and RR Interval Processes / Linear Filtering Methods / Nonlinear Filtering Techniques / The Pathophysiology Guided Assessment of T-Wave Alternans / ECG-Derived Respiratory Frequency Estimation / Introduction to Feature Extraction / ST Analysis / Probabilistic Approaches to ECG Segmentation and Feature Extraction / Supervised Learning Methods for ECG Classification/Neural Networks and SVM Approaches / An Introduction to Unsupervised Learning for ECG Classification / Electrocardiography Data processing. Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Computer science. http://id.loc.gov/authorities/subjects/sh89003285 Electrocardiography methods Electronic Data Processing Signal Processing, Computer-Assisted Électrocardiographie Informatique. Informatique. data processing. aat computer science. aat HEALTH & FITNESS Diseases Heart. bisacsh MEDICAL Cardiology. bisacsh Electronic data processing fast Computer science fast Electrocardiography Data processing fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85042288 http://id.loc.gov/authorities/subjects/sh89003285 |
| title | Advanced methods and tools for ECG data analysis / |
| title_alt | The Physiological Basis of the Electrocardiogram / ECG Acquisition, Storage, Transmission, and Representation / ECG Statistics, Noise, Artifacts, and Missing Data / Models for ECG and RR Interval Processes / Linear Filtering Methods / Nonlinear Filtering Techniques / The Pathophysiology Guided Assessment of T-Wave Alternans / ECG-Derived Respiratory Frequency Estimation / Introduction to Feature Extraction / ST Analysis / Probabilistic Approaches to ECG Segmentation and Feature Extraction / Supervised Learning Methods for ECG Classification/Neural Networks and SVM Approaches / An Introduction to Unsupervised Learning for ECG Classification / |
| title_auth | Advanced methods and tools for ECG data analysis / |
| title_exact_search | Advanced methods and tools for ECG data analysis / |
| title_full | Advanced methods and tools for ECG data analysis / Gari D. Clifford, Francisco Azuaje, Patrick E. McSharry (editors). |
| title_fullStr | Advanced methods and tools for ECG data analysis / Gari D. Clifford, Francisco Azuaje, Patrick E. McSharry (editors). |
| title_full_unstemmed | Advanced methods and tools for ECG data analysis / Gari D. Clifford, Francisco Azuaje, Patrick E. McSharry (editors). |
| title_short | Advanced methods and tools for ECG data analysis / |
| title_sort | advanced methods and tools for ecg data analysis |
| topic | Electrocardiography Data processing. Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Computer science. http://id.loc.gov/authorities/subjects/sh89003285 Electrocardiography methods Electronic Data Processing Signal Processing, Computer-Assisted Électrocardiographie Informatique. Informatique. data processing. aat computer science. aat HEALTH & FITNESS Diseases Heart. bisacsh MEDICAL Cardiology. bisacsh Electronic data processing fast Computer science fast Electrocardiography Data processing fast |
| topic_facet | Electrocardiography Data processing. Electronic data processing. Computer science. Electrocardiography methods Electronic Data Processing Signal Processing, Computer-Assisted Électrocardiographie Informatique. Informatique. data processing. computer science. HEALTH & FITNESS Diseases Heart. MEDICAL Cardiology. Electronic data processing Computer science Electrocardiography Data processing |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=225171 |
| work_keys_str_mv | AT cliffordgarid advancedmethodsandtoolsforecgdataanalysis AT azuajefrancisco advancedmethodsandtoolsforecgdataanalysis AT mcsharrypatrick advancedmethodsandtoolsforecgdataanalysis |