TY  - GEN
N2  - This book comprehensively reviews the various automated and semi-automated signal and image processing techniques, as well as deep-learning-based image analysis techniques, used in healthcare diagnostics. It highlights a range of data pre-processing methods used in signal processing for effective data mining in remote healthcare, and discusses pre-processing using filter techniques, noise removal, and contrast-enhanced methods for improving image quality. The book discusses the status quo of artificial intelligence in medical applications, as well as its future. Further, it offers a glimpse of feature extraction methods for reducing dimensionality and extracting discriminatory information hidden in biomedical signals. Given its scope, the book is intended for academics, researchers and practitioners interested in the latest real-world technological innovations.
DO  - 10.1007/978-981-15-6141-2
DO  - doi
AB  - This book comprehensively reviews the various automated and semi-automated signal and image processing techniques, as well as deep-learning-based image analysis techniques, used in healthcare diagnostics. It highlights a range of data pre-processing methods used in signal processing for effective data mining in remote healthcare, and discusses pre-processing using filter techniques, noise removal, and contrast-enhanced methods for improving image quality. The book discusses the status quo of artificial intelligence in medical applications, as well as its future. Further, it offers a glimpse of feature extraction methods for reducing dimensionality and extracting discriminatory information hidden in biomedical signals. Given its scope, the book is intended for academics, researchers and practitioners interested in the latest real-world technological innovations.
T1  - Signal and image processing techniques for the development of intelligent healthcare systems /
DA  - 2021.
CY  - Singapore :
AU  - Priya, E.
AU  - Rajinikanth, Venkatesan.
CN  - RC78.7.D53
PB  - Springer,
PP  - Singapore :
PY  - 2021.
ID  - 1431985
KW  - Diagnostic imaging
KW  - Diagnostic imaging
KW  - Signal processing
KW  - Image processing
KW  - Artificial intelligence
KW  - Imagerie pour le diagnostic
KW  - Imagerie pour le diagnostic
KW  - Traitement du signal
KW  - Traitement d'images
KW  - Intelligence artificielle en médecine.
SN  - 9789811561412
SN  - 9811561419
TI  - Signal and image processing techniques for the development of intelligent healthcare systems /
LK  - https://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-15-6141-2
UR  - https://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-15-6141-2
ER  -