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001 978-3-031-51893-5
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020 _a9783031518935
_9978-3-031-51893-5
024 7 _a10.1007/978-3-031-51893-5
_2doi
050 4 _aR856-857
072 7 _aMQW
_2bicssc
072 7 _aTEC059000
_2bisacsh
072 7 _aMQW
_2thema
245 1 0 _aMachine Learning Applications in Medicine and Biology
_h[electronic resource] /
_cedited by Ammar Ahmed, Joseph Picone.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aV, 168 p. 62 illus., 52 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aIntroduction -- Signal and Image Analysis (EEG, ECG, MRI) -- Machine Learning -- Data Mining and Classification -- Big Data -- Index.
520 _aThis book combines selected papers from the 2022 IEEE Signal Processing in Medicine and Biology Symposium (IEEE SPMB) held at Temple University. The symposium presents multidisciplinary research in the life sciences. Topics covered include: Signal and image analysis (EEG, ECG, MRI) Machine learning Data mining and classification Big data resources Applications of particular interest at the 2022 symposium included digital pathology, computational biology, and quantum computing. The book features tutorials and examples of successful applications that will appeal to a wide range of professionals and researchers in signal processing, medicine, and biology. Presents an interdisciplinary look at research trends; Promotes collaboration between practitioners and researchers; Includes tutorials and examples of successful applications. .
650 0 _aBiomedical engineering.
650 0 _aImaging systems in biology.
_968562
650 0 _aMachine learning.
_955059
650 0 _aSignal processing.
650 1 4 _aBiomedical Engineering and Bioengineering.
650 2 4 _aBiological Imaging.
_968563
650 2 4 _aMachine Learning.
_955059
650 2 4 _aBiomedical Devices and Instrumentation.
650 2 4 _aDigital and Analog Signal Processing.
700 1 _aAhmed, Ammar.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_974249
700 1 _aPicone, Joseph.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_974250
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031518928
776 0 8 _iPrinted edition:
_z9783031518942
776 0 8 _iPrinted edition:
_z9783031518959
856 4 0 _uhttps://doi.org/10.1007/978-3-031-51893-5
912 _aZDB-2-ENG
912 _aZDB-2-SXE
999 _c58758
_d58758