國立高雄大學圖資館 |

Computational intelligence in healthcare informatics

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Computational intelligence in healthcare informaticsedited by D. P. Acharjya, Kun Ma.
其他作者:	Acharjya, D. P.
出版者:	Singapore :Springer Nature Singapore :2024.
面頁冊數:	xxxiii, 388 p. :ill. (chiefly col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Medical informatics.
電子資源:	https://doi.org/10.1007/978-981-99-8853-2
ISBN:	9789819988532$q(electronic bk.)

Computational intelligence in healthcare informatics
Computational intelligence in healthcare informatics[electronic resource] /edited by D. P. Acharjya, Kun Ma. - Singapore :Springer Nature Singapore :2024. - xxxiii, 388 p. :ill. (chiefly col.), digital ;24 cm. - Studies in computational intelligence,v. 11321860-9503 ;. - Studies in computational intelligence ;v. 216..

Reﬁning Metabolic Network by Fuzzy Matching of Metabolite Names for Improving Metabolites Ranking towards the Diseases -- Learning from Imbalanced Data in Healthcare: State-of-the-art and Research Challenges -- A Review on Metaheuristic Approaches for Optimization Problems -- Diabetes Prediction: A Comparison between Generalised Linear Model and Machine Learning -- Prediabetes Prediction using Response Surface Methodology and Probabilistic Neural Networks Model in an Ethnic South Indian Population.

The book presents advancements in computational intelligence in perception with healthcare applications. Besides, the concepts, theory, and applications in various domains of healthcare systems including decision making in healthcare management, disease diagnosis, and electronic health records will be presented in a lucid manner. To achieve these objectives, both theoretical advances and its applications to healthcare problems will be stressed upon. This has been done to make the edited book more flexible and to stimulate further research interest in topics. The book is divided into four sections such as theoretical foundation of computational intelligence techniques, computational intelligence in analyzing health data, computational intelligence in electronic health record (EHR), and computational intelligence in ethical issues in health care.

ISBN: 9789819988532$q(electronic bk.)

Standard No.: 10.1007/978-981-99-8853-2doiSubjects--Topical Terms:

196487
Medical informatics.

LC Class. No.: R859.7.A78

Dewey Class. No.: 610.285

Computational intelligence in healthcare informatics
LDR:02464nmm a2200337 a 4500 001 663304
003 DE-He213
005 20240221063723.0
006 m d
007 cr nn 008maaau
008 241203s2024 si s 0 eng d
020 $a 9789819988532$q(electronic bk.)
020 $a 9789819988525$q(paper)
024 7 $a 10.1007/978-981-99-8853-2 $2 doi
035 $a 978-981-99-8853-2
040 $a GP $c GP
041 0 $a eng
050 4 $a R859.7.A78
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 610.285 $2 23
090 $a R859.7.A78 $b C738 2024
245 0 0 $a Computational intelligence in healthcare informatics $h [electronic resource] / $c edited by D. P. Acharjya, Kun Ma.
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2024.
300 $a xxxiii, 388 p. : $b ill. (chiefly col.), digital ; $c 24 cm.
490 1 $a Studies in computational intelligence, $x 1860-9503 ; $v v. 1132
505 0 $a Reﬁning Metabolic Network by Fuzzy Matching of Metabolite Names for Improving Metabolites Ranking towards the Diseases -- Learning from Imbalanced Data in Healthcare: State-of-the-art and Research Challenges -- A Review on Metaheuristic Approaches for Optimization Problems -- Diabetes Prediction: A Comparison between Generalised Linear Model and Machine Learning -- Prediabetes Prediction using Response Surface Methodology and Probabilistic Neural Networks Model in an Ethnic South Indian Population.
520 $a The book presents advancements in computational intelligence in perception with healthcare applications. Besides, the concepts, theory, and applications in various domains of healthcare systems including decision making in healthcare management, disease diagnosis, and electronic health records will be presented in a lucid manner. To achieve these objectives, both theoretical advances and its applications to healthcare problems will be stressed upon. This has been done to make the edited book more flexible and to stimulate further research interest in topics. The book is divided into four sections such as theoretical foundation of computational intelligence techniques, computational intelligence in analyzing health data, computational intelligence in electronic health record (EHR), and computational intelligence in ethical issues in health care.
650 0 $a Medical informatics. $3 196487
650 0 $a Computational intelligence. $3 210824
650 1 4 $a Computational Intelligence. $3 338479
650 2 4 $a Health Informatics. $3 274212
650 2 4 $a Artificial Intelligence. $3 212515
700 1 $a Acharjya, D. P. $3 975531
700 1 $a Ma, Kun. $3 740881
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Studies in computational intelligence ; $v v. 216. $3 380871
856 4 0 $u https://doi.org/10.1007/978-981-99-8853-2
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)