000 | 03884nam a22005655i 4500 | ||
---|---|---|---|
001 | 978-3-319-51463-5 | ||
003 | DE-He213 | ||
005 | 20220801221128.0 | ||
007 | cr nn 008mamaa | ||
008 | 170226s2017 sz | s |||| 0|eng d | ||
020 |
_a9783319514635 _9978-3-319-51463-5 |
||
024 | 7 |
_a10.1007/978-3-319-51463-5 _2doi |
|
050 | 4 | _aQ342 | |
072 | 7 |
_aUYQ _2bicssc |
|
072 | 7 |
_aTEC009000 _2bisacsh |
|
072 | 7 |
_aUYQ _2thema |
|
082 | 0 | 4 |
_a006.3 _223 |
100 | 1 |
_aTarnowska, Katarzyna A. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _954274 |
|
245 | 1 | 0 |
_aDecision Support System for Diagnosis and Treatment of Hearing Disorders _h[electronic resource] : _bThe Case of Tinnitus / _cby Katarzyna A. Tarnowska, Zbigniew W. Ras, Pawel J. Jastreboff. |
250 | _a1st ed. 2017. | ||
264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2017. |
|
300 |
_aX, 160 p. 33 illus. _bonline resource. |
||
336 |
_atext _btxt _2rdacontent |
||
337 |
_acomputer _bc _2rdamedia |
||
338 |
_aonline resource _bcr _2rdacarrier |
||
347 |
_atext file _bPDF _2rda |
||
490 | 1 |
_aStudies in Computational Intelligence, _x1860-9503 ; _v685 |
|
505 | 0 | _aPreface -- Introduction -- Tinnitus treatment as a problem area -- Recommender solutions overview -- Knowledge discovery approach for recommendation -- RECTIN system design -- Experiment 1: classifiers -- Experiment 2: diagnostic rules -- Experiment 3: treatment rules -- Experiment 4: treatment rules enhancement -- RECTIN implementation -- Final conclusions and future work -- References. | |
520 | _aThe book presents a knowledge discovery based approach to build a recommender system supporting a physician in treating tinnitus patients with the highly successful method called Tinnitus Retraining Therapy. It describes experiments on extracting novel knowledge from the historical dataset of patients treated by Dr. P. Jastreboff so that to better understand factors behind therapy's effectiveness and better personalize treatments for different profiles of patients. The book is a response for a growing demand of an advanced data analytics in the healthcare industry in order to provide better care with the data driven decision-making solutions. The potential economic benefits of applying computerized clinical decision support systems include not only improved efficiency in health care delivery (by reducing costs, improving quality of care and patient safety), but also enhancement in treatment's standardization, objectivity and availability in places of scarce expert's knowledge on this difficult to treat hearing disorder. Furthermore, described approach could be used in assessment of the clinical effectiveness of evidence-based intervention of various proposed treatments for tinnitus. | ||
650 | 0 |
_aComputational intelligence. _97716 |
|
650 | 0 |
_aArtificial intelligence. _93407 |
|
650 | 0 |
_aMedical informatics. _94729 |
|
650 | 1 | 4 |
_aComputational Intelligence. _97716 |
650 | 2 | 4 |
_aArtificial Intelligence. _93407 |
650 | 2 | 4 |
_aHealth Informatics. _931799 |
700 | 1 |
_aRas, Zbigniew W. _eauthor. _0(orcid)0000-0002-8619-914X _1https://orcid.org/0000-0002-8619-914X _4aut _4http://id.loc.gov/vocabulary/relators/aut _954275 |
|
700 | 1 |
_aJastreboff, Pawel J. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut _954276 |
|
710 | 2 |
_aSpringerLink (Online service) _954277 |
|
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783319514628 |
776 | 0 | 8 |
_iPrinted edition: _z9783319514642 |
776 | 0 | 8 |
_iPrinted edition: _z9783319846576 |
830 | 0 |
_aStudies in Computational Intelligence, _x1860-9503 ; _v685 _954278 |
|
856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-319-51463-5 |
912 | _aZDB-2-ENG | ||
912 | _aZDB-2-SXE | ||
942 | _cEBK | ||
999 |
_c79323 _d79323 |