Pattern recognition techniques applied to biomedical problems:
On the classification of independent components for biomedical signals de-noising: two study cases -- Pattern recognition applied to the analysis of genomic data and its association to diseases -- Image analysis method for the detection of Chagas parasite in blood image -- Monitoring and evaluating...
Gespeichert in:
| Weitere Verfasser: | |
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| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham, Switzerland
Springer Nature
[2020]
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| Schriftenreihe: | STEAM-H: Science, technology, engineering, agriculture, mathematics & health
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| Schlagworte: | |
| Zusammenfassung: | On the classification of independent components for biomedical signals de-noising: two study cases -- Pattern recognition applied to the analysis of genomic data and its association to diseases -- Image analysis method for the detection of Chagas parasite in blood image -- Monitoring and evaluating public health interventions -- Recognition of nausea patterns in multichannel electrogastrography -- Random Forest for Prediction of HIV Drug Resistance -- Analysis of cardiac contraction patterns -- Pattern Recognition of Chronic Patients Home Life and Out Patient Visits to Automate Follow up and Clinical Management -- Pattern recognition in medical equipment replacement at hospitals This book covers pattern recognition techniques applied to various areas of biomedicine, including disease diagnosis and prognosis, and several problems of classification, with a special focus on—but not limited to—pattern recognition modeling of biomedical signals and images. Multidisciplinary by definition, the book’s topic blends computing, mathematics and other technical sciences towards the development of computational tools and methodologies that can be applied to pattern recognition processes. In this work, the efficacy of such methods and techniques for processing medical information is analyzed and compared, and auxiliary criteria for determining the correct diagnosis and treatment strategies are recommended and applied. Researchers in applied mathematics, the computer sciences, engineering and related fields with a focus on medical applications will benefit from this book, as well as professionals with a special interest in state-of-the-art pattern recognition techniques as applied to biomedicine |
| Beschreibung: | x, 221 Seiten Illustrationen |
| ISBN: | 9783030380205 |
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| 520 | 3 | |a This book covers pattern recognition techniques applied to various areas of biomedicine, including disease diagnosis and prognosis, and several problems of classification, with a special focus on—but not limited to—pattern recognition modeling of biomedical signals and images. Multidisciplinary by definition, the book’s topic blends computing, mathematics and other technical sciences towards the development of computational tools and methodologies that can be applied to pattern recognition processes. In this work, the efficacy of such methods and techniques for processing medical information is analyzed and compared, and auxiliary criteria for determining the correct diagnosis and treatment strategies are recommended and applied. Researchers in applied mathematics, the computer sciences, engineering and related fields with a focus on medical applications will benefit from this book, as well as professionals with a special interest in state-of-the-art pattern recognition techniques as applied to biomedicine | |
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| discipline | Biologie Informatik |
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| spelling | Pattern recognition techniques applied to biomedical problems Martha Refugio Ortiz-Posadas (editor) Cham, Switzerland Springer Nature [2020] x, 221 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier STEAM-H: Science, technology, engineering, agriculture, mathematics & health On the classification of independent components for biomedical signals de-noising: two study cases -- Pattern recognition applied to the analysis of genomic data and its association to diseases -- Image analysis method for the detection of Chagas parasite in blood image -- Monitoring and evaluating public health interventions -- Recognition of nausea patterns in multichannel electrogastrography -- Random Forest for Prediction of HIV Drug Resistance -- Analysis of cardiac contraction patterns -- Pattern Recognition of Chronic Patients Home Life and Out Patient Visits to Automate Follow up and Clinical Management -- Pattern recognition in medical equipment replacement at hospitals This book covers pattern recognition techniques applied to various areas of biomedicine, including disease diagnosis and prognosis, and several problems of classification, with a special focus on—but not limited to—pattern recognition modeling of biomedical signals and images. Multidisciplinary by definition, the book’s topic blends computing, mathematics and other technical sciences towards the development of computational tools and methodologies that can be applied to pattern recognition processes. In this work, the efficacy of such methods and techniques for processing medical information is analyzed and compared, and auxiliary criteria for determining the correct diagnosis and treatment strategies are recommended and applied. Researchers in applied mathematics, the computer sciences, engineering and related fields with a focus on medical applications will benefit from this book, as well as professionals with a special interest in state-of-the-art pattern recognition techniques as applied to biomedicine Mathematics Visualization Biomathematics Computer science—Mathematics Computer mathematics Pattern recognition (DE-588)4143413-4 Aufsatzsammlung gnd-content Ortiz-Posadas, Martha Refugio 1962- (DE-588)1207119830 edt 9783030380212 Erscheint auch als Online-Ausgabe 10.1007/978-3-030-38021-2 978-3-030-38021-2 |
| spellingShingle | Pattern recognition techniques applied to biomedical problems |
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| title | Pattern recognition techniques applied to biomedical problems |
| title_auth | Pattern recognition techniques applied to biomedical problems |
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| title_full | Pattern recognition techniques applied to biomedical problems Martha Refugio Ortiz-Posadas (editor) |
| title_fullStr | Pattern recognition techniques applied to biomedical problems Martha Refugio Ortiz-Posadas (editor) |
| title_full_unstemmed | Pattern recognition techniques applied to biomedical problems Martha Refugio Ortiz-Posadas (editor) |
| title_short | Pattern recognition techniques applied to biomedical problems |
| title_sort | pattern recognition techniques applied to biomedical problems |
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