Artificial Neural Networks in Medicine and Biology: Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13–16 May 2000
This book contains the proceedings of the conference ANNIMAB-l, held 13-16 May 2000 in Goteborg, Sweden. The conference was organized by the Society for Artificial Neural Networks in Medicine and Biology (ANNIMAB-S), which was established to promote research within a new and genuinely cross-discipli...
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| Weitere Verfasser: | , , |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
London
Springer London
2000
|
| Ausgabe: | 1st ed. 2000 |
| Schriftenreihe: | Perspectives in Neural Computing
|
| Schlagworte: | |
| Online-Zugang: | DE-706 URL des Eerstveröffentlichers |
| Zusammenfassung: | This book contains the proceedings of the conference ANNIMAB-l, held 13-16 May 2000 in Goteborg, Sweden. The conference was organized by the Society for Artificial Neural Networks in Medicine and Biology (ANNIMAB-S), which was established to promote research within a new and genuinely cross-disciplinary field. Forty-two contributions were accepted for presentation; in addition to these, S invited papers are also included. Research within medicine and biology has often been characterised by application of statistical methods for evaluating domain specific data. The growing interest in Artificial Neural Networks has not only introduced new methods for data analysis, but also opened up for development of new models of biological and ecological systems. The ANNIMAB-l conference is focusing on some of the many uses of artificial neural networks with relevance for medicine and biology, specifically: • Medical applications of artificial neural networks: for better diagnoses and outcome predictions from clinical and laboratory data, in the processing of ECG and EEG signals, in medical image analysis, etc. More than half of the contributions address such clinically oriented issues. • Uses of ANNs in biology outside clinical medicine: for example, in models of ecology and evolution, for data analysis in molecular biology, and (of course) in models of animal and human nervous systems and their capabilities. • Theoretical aspects: recent developments in learning algorithms, ANNs in relation to expert systems and to traditional statistical procedures, hybrid systems and integrative approaches |
| Beschreibung: | 1 Online-Ressource (XII, 334 p) |
| ISBN: | 9781447105138 |
| DOI: | 10.1007/978-1-4471-0513-8 |
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| index_date | 2024-07-03T16:12:22Z |
| indexdate | 2025-01-10T13:21:17Z |
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| spelling | Artificial Neural Networks in Medicine and Biology Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13–16 May 2000 edited by H. Malmgren, M. Borga, L. Niklasson 1st ed. 2000 London Springer London 2000 1 Online-Ressource (XII, 334 p) txt rdacontent c rdamedia cr rdacarrier Perspectives in Neural Computing This book contains the proceedings of the conference ANNIMAB-l, held 13-16 May 2000 in Goteborg, Sweden. The conference was organized by the Society for Artificial Neural Networks in Medicine and Biology (ANNIMAB-S), which was established to promote research within a new and genuinely cross-disciplinary field. Forty-two contributions were accepted for presentation; in addition to these, S invited papers are also included. Research within medicine and biology has often been characterised by application of statistical methods for evaluating domain specific data. The growing interest in Artificial Neural Networks has not only introduced new methods for data analysis, but also opened up for development of new models of biological and ecological systems. The ANNIMAB-l conference is focusing on some of the many uses of artificial neural networks with relevance for medicine and biology, specifically: • Medical applications of artificial neural networks: for better diagnoses and outcome predictions from clinical and laboratory data, in the processing of ECG and EEG signals, in medical image analysis, etc. More than half of the contributions address such clinically oriented issues. • Uses of ANNs in biology outside clinical medicine: for example, in models of ecology and evolution, for data analysis in molecular biology, and (of course) in models of animal and human nervous systems and their capabilities. • Theoretical aspects: recent developments in learning algorithms, ANNs in relation to expert systems and to traditional statistical procedures, hybrid systems and integrative approaches Artificial Intelligence Medicine/Public Health, general Life Sciences, general Special Purpose and Application-Based Systems Pattern Recognition Statistics for Life Sciences, Medicine, Health Sciences Artificial intelligence Medicine Life sciences Special purpose computers Pattern recognition Statistics Medizin (DE-588)4038243-6 gnd rswk-swf Neuronales Netz (DE-588)4226127-2 gnd rswk-swf Biologie (DE-588)4006851-1 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2000 Göteborg gnd-content Medizin (DE-588)4038243-6 s Neuronales Netz (DE-588)4226127-2 s DE-604 Biologie (DE-588)4006851-1 s Malmgren, H. edt Borga, M. edt Niklasson, L. edt Erscheint auch als Druck-Ausgabe 9781852332891 Erscheint auch als Druck-Ausgabe 9781447105145 https://doi.org/10.1007/978-1-4471-0513-8 Verlag URL des Eerstveröffentlichers Volltext |
| spellingShingle | Artificial Neural Networks in Medicine and Biology Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13–16 May 2000 Artificial Intelligence Medicine/Public Health, general Life Sciences, general Special Purpose and Application-Based Systems Pattern Recognition Statistics for Life Sciences, Medicine, Health Sciences Artificial intelligence Medicine Life sciences Special purpose computers Pattern recognition Statistics Medizin (DE-588)4038243-6 gnd Neuronales Netz (DE-588)4226127-2 gnd Biologie (DE-588)4006851-1 gnd |
| subject_GND | (DE-588)4038243-6 (DE-588)4226127-2 (DE-588)4006851-1 (DE-588)1071861417 |
| title | Artificial Neural Networks in Medicine and Biology Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13–16 May 2000 |
| title_auth | Artificial Neural Networks in Medicine and Biology Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13–16 May 2000 |
| title_exact_search | Artificial Neural Networks in Medicine and Biology Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13–16 May 2000 |
| title_exact_search_txtP | Artificial Neural Networks in Medicine and Biology Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13–16 May 2000 |
| title_full | Artificial Neural Networks in Medicine and Biology Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13–16 May 2000 edited by H. Malmgren, M. Borga, L. Niklasson |
| title_fullStr | Artificial Neural Networks in Medicine and Biology Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13–16 May 2000 edited by H. Malmgren, M. Borga, L. Niklasson |
| title_full_unstemmed | Artificial Neural Networks in Medicine and Biology Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13–16 May 2000 edited by H. Malmgren, M. Borga, L. Niklasson |
| title_short | Artificial Neural Networks in Medicine and Biology |
| title_sort | artificial neural networks in medicine and biology proceedings of the annimab 1 conference goteborg sweden 13 16 may 2000 |
| title_sub | Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13–16 May 2000 |
| topic | Artificial Intelligence Medicine/Public Health, general Life Sciences, general Special Purpose and Application-Based Systems Pattern Recognition Statistics for Life Sciences, Medicine, Health Sciences Artificial intelligence Medicine Life sciences Special purpose computers Pattern recognition Statistics Medizin (DE-588)4038243-6 gnd Neuronales Netz (DE-588)4226127-2 gnd Biologie (DE-588)4006851-1 gnd |
| topic_facet | Artificial Intelligence Medicine/Public Health, general Life Sciences, general Special Purpose and Application-Based Systems Pattern Recognition Statistics for Life Sciences, Medicine, Health Sciences Artificial intelligence Medicine Life sciences Special purpose computers Pattern recognition Statistics Medizin Neuronales Netz Biologie Konferenzschrift 2000 Göteborg |
| url | https://doi.org/10.1007/978-1-4471-0513-8 |
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