References
- AcharyaURData mining framework for fatty liver disease classification in ultrasound: a hybrid feature extraction paradigmMedical Physics20123974255426410.1118/1.4725759
- AustinPCLeeDSSteyerbergEWTuJVRegression trees for predicting mortality in patients with cardiovascular disease: what improvement is achieved by using ensemble-based methods?Biometrical Journal20125465767310.1002/bimj.201100251
- BatalHTenchJMcMillanSAdamsJMehlerPSPredicting patient visits to an urgent care clinic using calendar variablesAcademic Emergency Medicine200181485310.1111/j.1553-2712.2001.tb00550.x
- CatalanoRThe health effects of economic insecurityAmerican Journal of Public Health199118914481152
- CiosKJMoreGWUniqueness of medical data miningArtificial Intelligence in Medicine2002261–212410.1016/S0933-3657(02)00049-0
- ChuCZhangGA comparative study of linear and nonlinear models for aggregate retail sales forecastingInternational Journal of Production Economics200386321723110.1016/S0925-5273(03)00068-9
- DiGilio D and American Psychological Association. Mental and behavioral health and older Americans. Fact Sheet, [WWW document] http://www.apa.org/about/gr/issues/aging/mental-health.aspx.
- DooleyDPrauseJHam-RowbottomKUnderemployment and depression: longitudinal relationshipsJournal of Health and Social Behavior200041442143610.2307/2676295
- FayyadUShapiroGSmythPFrom data mining to knowledge discovery in databasesArtificial Intelligence19961333754
- FortneyJCA web-based clinical decision support system for depression care managementAmerican Journal of Managed Care20101611849854
- FrenchMKrajewskiRCuykendallRRainfall forecasting in space and time using a neural networkJournal of Hydrology19921371–413110.1016/0022-1694(92)90046-X
- FullertonKJCrawfordVThe winter bed crisis – quantifying seasonal affects on hospital bed usageQJM199992419920610.1093/qjmed/92.4.199
- GaoPWhich is a more accurate predictor in colorectal survival analysis? Nine data mining algorithms vs. the TNM staging systemPloS One201277e4201510.1371/journal.pone.0042015
- HintonGHow Neural Networks Learn from ExperienceScientific American1992267314415110.1038/scientificamerican0992-144
- HollemanDRBowlingRLGathyCPredicting daily visits to a walk-in clinic and emergency department using calendar and weather dataJournal of General Internal Medicine199615423723910.1007/BF02642481
- Honberg R, Kimball A, Diehl S, Usher L and Fitzpatrick M (2011) State Mental Health Cuts: A Continuing Crisis. NAMI [WWW document] http://www.NAMI.org (accessed 24 June 2014).
- JonesSSThomasAEvansRSWelchSJHaugPJSnowGLForecasting daily patient volumes in the emergency departmentAcademic Emergency Medicine200815215917010.1111/j.1553-2712.2007.00032.x
- JonesSSA multivariate time series approach to modeling and forecasting demand in the emergency departmentJournal of Biomedical Informatics200942112313910.1016/j.jbi.2008.05.003
- KudybaSHealthcare Informatics: Increasing Efficiency and Productivity2010
- Kudyba S (2012) Utilizing multivariate analytics for decision support to enhance patient demand forecasting. International Institute for Analytics October, 1–7.
- KuoMHHungCMBarnettJPinheiroFAssessing the feasibility of data mining techniques for early liver cancer detectionStudies in Health Technology and Informatics2012180584588
- LaMantiaMAPredicting hospital admission and returns to the emergency department for elderly patientsAcademic Emergency Medicine201017325225910.1111/j.1553-2712.2009.00675.x
- LisboaPTime-to-event analysis with artificial neural networks: an integrated analytical and rule-based study for breast cancerNeural Networks2008212–341442610.1016/j.neunet.2007.12.034
- LurieSJGawinskiBPierceDRousseauSJSeasonal affective disorderAmerican Family Physician200674915211524
- MillerRAMedical diagnostic decision support systems – past, present, and future: a threaded bibliography and brief commentaryJournal of the American Medical Informatics Association19941182710.1136/jamia.1994.95236141
- Nauert R (2010) Demand up yet funds drop for mental health care, Psych Central. [WWW document] http://psychcentral.com/news/2010/07/19/demand-up-yet-funds-drop-for-mental-health-care/15740.html.
- PeckJSBenneyanJCNightingaleDJGaehdeSAPredicting emergency department inpatient admissions to improve same-day patient flowAcademic Emergency Medicine2012199E1045E105410.1111/j.1553-2712.2012.01435.x
- PennyKISmithGDThe use of data-mining to identify indicators of health-related quality of life in patients with irritable bowel syndromeJournal of Clinical Nursing2012212761277110.1111/j.1365-2702.2011.03897.x
- RumelhartDHintonGWilliamsRJLearning internal representations by error propagation1986
- SridharSImproving diagnostic accuracy using agent-based distributed data mining systemsInformatics for Health and Social Care2013386172195
- SunYHengBHTaySYSeowEPredicting hospital admissions at emergency department triage using routine administrative dataAcademic Emergency Medicine201118884485010.1111/j.1553-2712.2011.01125.x
- TamKKiangMManagerial applications of neural networks: the case of bank failure predictionsManagement Science199238792694710.1287/mnsc.38.7.926
- WargonMGuidetBHoangTDHejblumGA systematic review of models for forecasting the number of emergency department visitsEmergency Medicine Journal200926639539910.1136/emj.2008.062380
- YasdiRPrediction of road traffic using a neural network approachNeural Computing & Applications19998213514210.1007/s005210050015