This book will provide in depth information about handling and managing healthcare data by Machine Learning methods. It will express the long-standing challenges in healthcare informatics and provide rational orientations on how to deal with them.
This book will provide in depth information about handling and managing healthcare data by Machine Learning methods. It will express the long-standing challenges in healthcare informatics and provide rational orientations on how to deal with them.Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.
Contents Preface..................................................................................................................... vii Acknowledgments..................................................................................................xi Editors.................................................................................................................... xiii List of Contributors............................................................................................. xvii 1. Fundamentals of Machine Learning...........................................................1 Rashmi Agrawal 2. Medical Information Systems..................................................................... 17 Uday Sah, Abhushan Chataut, and Jyotir Moy Chatterjee 3. The Role of Metaheuristic Algorithms in Healthcare...........................25 G. Uma Maheswari, R. Sujatha, V. Mareeswari, and E. P. Ephzibah 4. Decision Support System to Improve Patient Care................................ 41 V. Diviya Prabha and R. Rathipriya 5. Effects of Cell Phone Usage on Human Health and Specifically on the Brain.....................................................................................................53 Soobia Saeed, Afnizanfaizal Abdullah, N. Z. Jhanjhi, Mehmood Naqvi and Shakeel Ahmed 6. Feature Extraction and Bio Signals............................................................ 69 A. Mary Judith, S Baghavathi Priya, N. Kanya, and Jyotir Moy Chatterjee 7. Comparison Analysis of Multidimensional Segmentation Using Medical Health-Care Information............................................................. 81 Soobia Saeed, Afnizanfaizal Abdullah, N. Z. Jhanjhi, Memood Naqvi, and Azeem Khan 8. Deep Convolutional Network Based Approach for Detection of Liver Cancer and Predictive Analytics on Cloud...............................95 Pramod H. B. and Goutham M. 9. Performance Analysis of Machine Learning Algorithm for Healthcare Tools with High Dimension Segmentation...................... 115 Soobia Saeed, Afnizanfaizal Abdullah, N. Z. Jhanjhi, Memood Naqvi and Mamoona Humayun 10. Patient Report Analysis for Identification and Diagnosis of Disease.................................................................................. 129 Muralidharan C., Mohamed Sirajudeen Y., and Anitha R. 11. Statistical Analysis of the Pre- and Post-Surgery in the Healthcare Sector Using High Dimension Segmentation.................. 159 Soobia Saeed, Afnizanfaizal Abdullah, N. Z. Jhanjhi, Memood Naqvi, and Mamoona Humayun 12. Machine Learning in Diagnosis of Children with Disorders........... 175 Lokesh Kumar Saxena and Manishikha Saxena 13. Forecasting Dengue Incidence Rate in Tamil Nadu Using ARIMA Time Series Model...................................................................... 187 S. Dhamodharavadhani, R. Rathipriya Index......................................................................................................................203
Contents Preface..................................................................................................................... vii Acknowledgments..................................................................................................xi Editors.................................................................................................................... xiii List of Contributors............................................................................................. xvii 1. Fundamentals of Machine Learning...........................................................1 Rashmi Agrawal 2. Medical Information Systems..................................................................... 17 Uday Sah, Abhushan Chataut, and Jyotir Moy Chatterjee 3. The Role of Metaheuristic Algorithms in Healthcare...........................25 G. Uma Maheswari, R. Sujatha, V. Mareeswari, and E. P. Ephzibah 4. Decision Support System to Improve Patient Care................................ 41 V. Diviya Prabha and R. Rathipriya 5. Effects of Cell Phone Usage on Human Health and Specifically on the Brain.....................................................................................................53 Soobia Saeed, Afnizanfaizal Abdullah, N. Z. Jhanjhi, Mehmood Naqvi and Shakeel Ahmed 6. Feature Extraction and Bio Signals............................................................ 69 A. Mary Judith, S Baghavathi Priya, N. Kanya, and Jyotir Moy Chatterjee 7. Comparison Analysis of Multidimensional Segmentation Using Medical Health-Care Information............................................................. 81 Soobia Saeed, Afnizanfaizal Abdullah, N. Z. Jhanjhi, Memood Naqvi, and Azeem Khan 8. Deep Convolutional Network Based Approach for Detection of Liver Cancer and Predictive Analytics on Cloud...............................95 Pramod H. B. and Goutham M. 9. Performance Analysis of Machine Learning Algorithm for Healthcare Tools with High Dimension Segmentation...................... 115 Soobia Saeed, Afnizanfaizal Abdullah, N. Z. Jhanjhi, Memood Naqvi and Mamoona Humayun 10. Patient Report Analysis for Identification and Diagnosis of Disease.................................................................................. 129 Muralidharan C., Mohamed Sirajudeen Y., and Anitha R. 11. Statistical Analysis of the Pre- and Post-Surgery in the Healthcare Sector Using High Dimension Segmentation.................. 159 Soobia Saeed, Afnizanfaizal Abdullah, N. Z. Jhanjhi, Memood Naqvi, and Mamoona Humayun 12. Machine Learning in Diagnosis of Children with Disorders........... 175 Lokesh Kumar Saxena and Manishikha Saxena 13. Forecasting Dengue Incidence Rate in Tamil Nadu Using ARIMA Time Series Model...................................................................... 187 S. Dhamodharavadhani, R. Rathipriya Index......................................................................................................................203
Es gelten unsere Allgemeinen Geschäftsbedingungen: www.buecher.de/agb
Impressum
www.buecher.de ist ein Internetauftritt der buecher.de internetstores GmbH
Geschäftsführung: Monica Sawhney | Roland Kölbl | Günter Hilger
Sitz der Gesellschaft: Batheyer Straße 115 - 117, 58099 Hagen
Postanschrift: Bürgermeister-Wegele-Str. 12, 86167 Augsburg
Amtsgericht Hagen HRB 13257
Steuernummer: 321/5800/1497
