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001432161 001__ 1432161
001432161 003__ OCoLC
001432161 005__ 20230309003427.0
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001432161 019__ $$a1199327815$$a1237465545
001432161 020__ $$a9783030549329$$q(electronic bk.)
001432161 020__ $$a3030549321$$q(electronic bk.)
001432161 020__ $$z3030549313
001432161 020__ $$z9783030549312
001432161 0247_ $$a10.1007/978-3-030-54932-9$$2doi
001432161 035__ $$aSP(OCoLC)1202463160
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001432161 049__ $$aISEA
001432161 050_4 $$aTK5102.9$$b.S54 2021eb
001432161 08204 $$a621.382/2$$223
001432161 24500 $$aSignal processing techniques for computational health informatics /$$cMd Atiqur Rahman Ahad, Mosabber Uddin Ahmed, editors.
001432161 264_1 $$aCham :$$bSpringer,$$c2021.
001432161 264_4 $$c©2021
001432161 300__ $$a1 online resource (xx, 334 pages)
001432161 336__ $$atext$$btxt$$2rdacontent
001432161 337__ $$acomputer$$bc$$2rdamedia
001432161 338__ $$aonline resource$$bcr$$2rdacarrier
001432161 4901_ $$aIntelligent systems reference library ;$$vv. 192
001432161 504__ $$aIncludes bibliographical references.
001432161 50500 $$tOrigin and Dynamics of Biomedical Signals --$$tSignal Artifacts and Techniques for Artifacts and Noise Removal --$$tTime-Frequency Analysis in Health Informatics --$$tComplexity Analysis in Health Informatics --$$tEntropy Analysis in Health Informatics --$$tImage processing in health informatics --$$tArtificial Intelligence, Machine Learning and Reasoning in Health Informatics---An Overview --$$tHealth informatics: challenges and opportunities --$$tMental health and sensing --$$tArtificial Intelligence, Machine Learning and Reasoning in Health Informatics---Case Studies --$$tRisk Prediction with Machine Learning in Cesarean Section: Optimizing Healthcare Operational Decisions --$$tAutomatic Epileptic Seizures Detection and EEG Signals Classification Based on Multi-domain Feature Extraction and Multiscale Entropy Analysis.
001432161 506__ $$aAccess limited to authorized users.
001432161 520__ $$aThis book focuses on signal processing techniques used in computational health informatics. As computational health informatics is the interdisciplinary study of the design, development, adoption and application of information and technology-based innovations, specifically, computational techniques that are relevant in health care, the book covers a comprehensive and representative range of signal processing techniques used in biomedical applications, including: bio-signal origin and dynamics, sensors used for data acquisition, artefact and noise removal techniques, feature extraction techniques in the time, frequency, time-frequency and complexity domain, and image processing techniques in different image modalities. Moreover, it includes an extensive discussion of security and privacy challenges, opportunities and future directions for computational health informatics in the big data age, and addresses the incorporation of recent techniques from the areas of artificial intelligence, deep learning and human-computer interaction. The systematic analysis of the state-of-the-art techniques covered here helps to further our understanding of the physiological processes involved and expand our capabilities in medical diagnosis and prognosis. In closing, the book, the first of its kind, blends state-of-the-art theory and practices of signal processing techniques in the health informatics domain with real-world case studies building on those theories. As a result, it can be used as a text for health informatics courses to provide medics with cutting-edge signal processing techniques, or to introduce health professionals who are already serving in this sector to some of the most exciting computational ideas that paved the way for the development of computational health informatics.
001432161 588__ $$aDescription based on print version record.
001432161 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed December 15, 2020).
001432161 650_0 $$aSignal processing$$xDigital techniques.
001432161 650_0 $$aMedical informatics.
001432161 650_6 $$aTraitement du signal$$xTechniques numériques.
001432161 650_6 $$aMédecine$$xInformatique.
001432161 655_0 $$aElectronic books.
001432161 7001_ $$aAhad, Md. Atiqur Rahman,$$eeditor.
001432161 7001_ $$aAhmed, Mosabber Uddin,$$eeditor.
001432161 77608 $$iPrint version:$$aAhad, Atiqur Rahman.$$tSignal Processing Techniques for Computational Health Informatics.$$dCham : Springer International Publishing AG, ©2020$$z9783030549312
001432161 830_0 $$aIntelligent systems reference library ;$$vv. 192.
001432161 852__ $$bebk
001432161 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-54932-9$$zOnline Access$$91397441.1
001432161 909CO $$ooai:library.usi.edu:1432161$$pGLOBAL_SET
001432161 980__ $$aBIB
001432161 980__ $$aEBOOK
001432161 982__ $$aEbook
001432161 983__ $$aOnline
001432161 994__ $$a92$$bISE