Machine learning in healthcare fundamentals and recent applications / Bikesh Kumar Singh, G.R. Sinha.
| Author/creator | Singh, Bikesh Kumar |
| Other author | Sinha, G. R., 1975- |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton : CRC Press, 2022. |
| Description | 1 online resource |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Contents | Biostatistics -- Probability theory -- Medical Data Acquisition and Pre-processing -- Medical Image Processing -- Bio-signals -- Feature Extraction -- Introduction to machine learning -- Cancer detection : Breast Cancer Detection using Mammography, Ultrasound and Magnetic resonance imaging (MRI) -- Sickle Cell Disease Management : A Machine Learning Approach -- Detection of Pulmonary Diseases -- Mental Illness and Neurodevelopmental Disorders -- Applications and Challenges. |
| Abstract | "Machine Learning in Healthcare discusses how to build various ML algorithms and how they can be applied to improve healthcare systems. It covers fundamental concepts including mathematical requisites and traditional machine-learning framework followed by advanced machine-learning methods and their applications in medical fields"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher. |
| Issued in other form | Print version: Singh, Bikesh Kumar. Machine learning in healthcare First edition. Boca Raton : CRC Press, 2022 9780367564421 |
| Genre/form | Electronic books. |
| LCCN | 2021042204 |
| ISBN | 9781000540406 (epub) |
| ISBN | 9781003097808 (ebook) |
| ISBN | (hardback) |
| ISBN | (paperback) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |