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020 _a9783319195513
_9978-3-319-19551-3
024 7 _a10.1007/978-3-319-19551-3
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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_223
245 1 0 _aArtificial Intelligence in Medicine
_h[electronic resource] :
_b15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings /
_cedited by John H. Holmes, Riccardo Bellazzi, Lucia Sacchi, Niels Peek.
250 _a1st ed. 2015.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXVI, 345 p. 76 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v9105
505 0 _aProcess mining and phenotyping -- Data mining and machine learning -- Temporal data mining -- Uncertainty and Bayesian networks -- Text mining -- Prediction in clinical practice.- Knowledge representation and guidelines.
520 _aThis book constitutes the refereed proceedings of the 15th Conference on Artificial Intelligence in Medicine, AIME 2015, held in Pavia, Italy, in June 2015. The 19 revised full and 24 short papers presented were carefully reviewed and selected from 99 submissions. The papers are organized in the following topical sections: process mining and phenotyping; data mining and machine learning; temporal data mining; uncertainty and Bayesian networks; text mining; prediction in clinical practice; and knowledge representation and guidelines.
650 0 _aArtificial intelligence.
_93407
650 0 _aMedical informatics.
_94729
650 0 _aData mining.
_93907
650 0 _aPattern recognition systems.
_93953
650 0 _aApplication software.
_9155546
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aHealth Informatics.
_931799
650 2 4 _aData Mining and Knowledge Discovery.
_9155547
650 2 4 _aAutomated Pattern Recognition.
_931568
650 2 4 _aComputer and Information Systems Applications.
_9155548
700 1 _aHolmes, John H.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9155549
700 1 _aBellazzi, Riccardo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9155550
700 1 _aSacchi, Lucia.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9155551
700 1 _aPeek, Niels.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9155552
710 2 _aSpringerLink (Online service)
_9155553
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319195506
776 0 8 _iPrinted edition:
_z9783319195520
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v9105
_9155554
856 4 0 _uhttps://doi.org/10.1007/978-3-319-19551-3
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