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Volumn 13, Issue 1, 1998, Pages 13-24

Determining the Number of State Psychiatric Hospital Beds by Measuring Quality of Care with Artificial Neural Networks

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; COMMUNITY HOSPITAL; COMPARATIVE STUDY; HEALTH CARE QUALITY; HEALTH SERVICES RESEARCH; HOSPITAL; HOSPITAL BED CAPACITY; HUMAN; LENGTH OF STAY; MENTAL HOSPITAL; METHODOLOGY; REVIEW; STANDARD; STATISTICS; UNITED STATES;

EID: 0032014918     PISSN: 10628606     EISSN: None     Source Type: Journal    
DOI: 10.1177/106286069801300103     Document Type: Article
Times cited : (10)

References (45)
  • 2
    • 0027441118 scopus 로고
    • The least restrictive alternative in the postinstitutional era
    • Munetz MR, Geller JL. The least restrictive alternative in the postinstitutional era. Hosp Community Psychiatry, 1993;44:967-973.
    • (1993) Hosp Community Psychiatry , vol.44 , pp. 967-973
    • Munetz, M.R.1    Geller, J.L.2
  • 3
    • 0025959650 scopus 로고
    • "Anything but the state hospital": Examining assumptions about the benefits of admission diversion
    • Geller JL. "Anything but the state hospital": Examining assumptions about the benefits of admission diversion. Hosp Community Psychiatry 1991;42:145-152.
    • (1991) Hosp Community Psychiatry , vol.42 , pp. 145-152
    • Geller, J.L.1
  • 4
    • 0024917769 scopus 로고
    • Deinstitutionalization - From hospital closure to service development
    • Thornicroft G, Bebbington P. Deinstitutionalization - from hospital closure to service development. Br J Psychiatry 1989;155:739-753.
    • (1989) Br J Psychiatry , vol.155 , pp. 739-753
    • Thornicroft, G.1    Bebbington, P.2
  • 5
    • 0029036455 scopus 로고
    • Testing the limits of deinstitutionalization
    • Okin RL. Testing the limits of deinstitutionalization. Psychiatr Serv 1995;46:569-574.
    • (1995) Psychiatr Serv , vol.46 , pp. 569-574
    • Okin, R.L.1
  • 7
    • 0029371886 scopus 로고
    • The state psychiatric center as an academically affiliated tertiary care hospital
    • Bopp JH, Fisher WA. The state psychiatric center as an academically affiliated tertiary care hospital. Psychiatr Q 1995;66:237-248.
    • (1995) Psychiatr Q , vol.66 , pp. 237-248
    • Bopp, J.H.1    Fisher, W.A.2
  • 8
    • 0028506532 scopus 로고
    • The assessment of outcome and value of psychiatric hospital treatment
    • Butler SF, Docherty JP. The assessment of outcome and value of psychiatric hospital treatment. New Dir Ment Health Serv 1995;63:83-94.
    • (1995) New Dir Ment Health Serv , vol.63 , pp. 83-94
    • Butler, S.F.1    Docherty, J.P.2
  • 9
    • 0027422544 scopus 로고
    • When there are almost no state hospital beds left
    • Lamb HR, Shaner R. When there are almost no state hospital beds left. Hosp Community Psychiatry 1993;144:973-976,
    • (1993) Hosp Community Psychiatry , vol.144 , pp. 973-976
    • Lamb, H.R.1    Shaner, R.2
  • 10
    • 0029371705 scopus 로고
    • Clinical and administrative consequences of a reduced census on a psychiatric intensive care unit
    • Citrome L, Green L, Fost R. Clinical and administrative consequences of a reduced census on a psychiatric intensive care unit Psychiatr Q 1995;66:209-217.
    • (1995) Psychiatr Q , vol.66 , pp. 209-217
    • Citrome, L.1    Green, L.2    Fost, R.3
  • 11
    • 85033926769 scopus 로고    scopus 로고
    • Adult Mental Health Services in Maine: Lessons from the Past: Hope for the Future
    • published by Maine Center for Economic Policy
    • Desisto M. Adult Mental Health Services in Maine: Lessons from the Past: Hope for the Future, A Preview of State Budget Issues, published by Maine Center for Economic Policy, 1997;53-75.
    • (1997) A Preview of State Budget Issues , pp. 53-75
    • Desisto, M.1
  • 12
    • 0028936092 scopus 로고
    • Variation in length of stay as a measure of efficiency in Manitoba hospitals
    • Brownell M, Roos N. Variation in length of stay as a measure of efficiency in Manitoba hospitals. Can Med Assoc J 1995;152:675-682.
    • (1995) Can Med Assoc J , vol.152 , pp. 675-682
    • Brownell, M.1    Roos, N.2
  • 13
    • 0031093191 scopus 로고    scopus 로고
    • Measuring quality of care in a psychiatric hospital using artificial neural networks
    • Davis GE, Lowell WE, Davis GL. Measuring quality of care in a psychiatric hospital using artificial neural networks. Am J Med Qual 1997;12:33-43
    • (1997) Am J Med Qual , vol.12 , pp. 33-43
    • Davis, G.E.1    Lowell, W.E.2    Davis, G.L.3
  • 14
  • 15
    • 0028285351 scopus 로고
    • A comparison of statistical and connectionist models for the prediction of chronicity in a surgical intensive care unit
    • Buchman TG, Kubos KL, Seidler AJ, Seigfoth MJ. A comparison of statistical and connectionist models for the prediction of chronicity in a surgical intensive care unit. Crit Care Med 1994;22:750-762.
    • (1994) Crit Care Med , vol.22 , pp. 750-762
    • Buchman, T.G.1    Kubos, K.L.2    Seidler, A.J.3    Seigfoth, M.J.4
  • 16
    • 0028885032 scopus 로고
    • Introduction to neural networks
    • Cross S, Harrison R, Kennedy R. Introduction to neural networks Lancet 1995;346:1075-1079.
    • (1995) Lancet , vol.346 , pp. 1075-1079
    • Cross, S.1    Harrison, R.2    Kennedy, R.3
  • 17
    • 0028788276 scopus 로고
    • Application of artificial neural networks to clinical medicine
    • Baxt WG. Application of artificial neural networks to clinical medicine. Lancet 1995;346:1135-1138.
    • (1995) Lancet , vol.346 , pp. 1135-1138
    • Baxt, W.G.1
  • 18
    • 0028662409 scopus 로고
    • Neural networks and psychiatry: Candidate applications in clinical decision making
    • Florio T, Einfeld S, Levy F. Neural networks and psychiatry: Candidate applications in clinical decision making. Aust NZ J Psychiatry 1994;28:651-666.
    • (1994) Aust NZ J Psychiatry , vol.28 , pp. 651-666
    • Florio, T.1    Einfeld, S.2    Levy, F.3
  • 19
    • 0030192380 scopus 로고    scopus 로고
    • Artificial neural networks. a prospective tool for the analysis of psychiatric disorders
    • Galletly C, Clark C, McFarlane A. Artificial neural networks. A prospective tool for the analysis of psychiatric disorders. J Psychiatry Neurosci 1996;21.:239-247.
    • (1996) J Psychiatry Neurosci , vol.21 , pp. 239-247
    • Galletly, C.1    Clark, C.2    McFarlane, A.3
  • 20
    • 0028537741 scopus 로고
    • Predicting length-of-stay for psychiatric diagnosis-related groups using neural networks
    • Lowell WE, Davis GE. Predicting length-of-stay for psychiatric diagnosis-related groups using neural networks. J Am Med Informatics Assoc 1994;1:459-466.
    • (1994) J Am Med Informatics Assoc , vol.1 , pp. 459-466
    • Lowell, W.E.1    Davis, G.E.2
  • 21
    • 0346556347 scopus 로고    scopus 로고
    • Improving length-of-stay prediction using artificial neural networks: A field study at three psychiatric hospitals
    • Lowell WE, Davis GE, Davis GL, et al. Improving length-of-stay prediction using artificial neural networks: A field study at three psychiatric hospitals. Neural Comput Appl 1997;3:184-193.
    • (1997) Neural Comput Appl , vol.3 , pp. 184-193
    • Lowell, W.E.1    Davis, G.E.2    Davis, G.L.3
  • 22
    • 0029006699 scopus 로고
    • Artificial neural network predictions of length-of-stay on a post-coronary care unit
    • Mobley BA, Leasure R, Davidson L. Artificial neural network predictions of length-of-stay on a post-coronary care unit. Heart Lung 1995;24:251-256.
    • (1995) Heart Lung , vol.24 , pp. 251-256
    • Mobley, B.A.1    Leasure, R.2    Davidson, L.3
  • 23
    • 0346556348 scopus 로고
    • Sensitivity profile of 41 psychiatric parameters determined by neural network in relation to 8-week outcome
    • Modai I, Saban N, Stoler M, et al. Sensitivity profile of 41 psychiatric parameters determined by neural network in relation to 8-week outcome. Comput Hum Behav 1995;11:181-190.
    • (1995) Comput Hum Behav , vol.11 , pp. 181-190
    • Modai, I.1    Saban, N.2    Stoler, M.3
  • 24
    • 0027729155 scopus 로고
    • A neural-network approach to predicting admission decisions in a psychiatric emergency room
    • Somoza E, Somoza JR. A neural-network approach to predicting admission decisions in a psychiatric emergency room. Med Decis Making 1993;13:273-280.
    • (1993) Med Decis Making , vol.13 , pp. 273-280
    • Somoza, E.1    Somoza, J.R.2
  • 25
    • 0029784377 scopus 로고    scopus 로고
    • Artificial neural network to assist psychiatric diagnosis
    • Zou Y, Shen Y, Shu L, et al. Artificial neural network to assist psychiatric diagnosis. Br J Psychiatry 1996;169:64-67.
    • (1996) Br J Psychiatry , vol.169 , pp. 64-67
    • Zou, Y.1    Shen, Y.2    Shu, L.3
  • 29
    • 0002954212 scopus 로고
    • Training backprop neural networks
    • 1995
    • Carpenter W, Hoffman M. (1995), Training backprop neural networks. AI Expert 1995(March);30-33.
    • (1995) AI Expert , Issue.MARCH , pp. 30-33
    • Carpenter, W.1    Hoffman, M.2
  • 30
    • 0029298776 scopus 로고
    • Use of genetic algorithms to solve biomedical problems
    • Levin M. Use of genetic algorithms to solve biomedical problems. MD Comput 1995;12:193-198.
    • (1995) MD Comput , vol.12 , pp. 193-198
    • Levin, M.1
  • 32
    • 0037894887 scopus 로고
    • Tuning neural networks with genetic algorithms
    • Murray D. Tuning neural networks with genetic algorithms. AI Expert 1994(June);27-31.
    • (1994) AI Expert , Issue.JUNE , pp. 27-31
    • Murray, D.1
  • 33
    • 0027565986 scopus 로고
    • A neural network that predicts psychiatric length-of-stay
    • Davis GE, Lowell WE, Davis GL. A neural network that predicts psychiatric length-of-stay. MD Comput 1993;10:1-6.
    • (1993) MD Comput , vol.10 , pp. 1-6
    • Davis, G.E.1    Lowell, W.E.2    Davis, G.L.3
  • 34
    • 85033908054 scopus 로고    scopus 로고
    • Statistical Analysis System Institute, SAS Campus Dr, Cary NC 27513
    • Statistical Analysis System Institute, SAS Campus Dr, Cary NC 27513.
  • 36
    • 0025231838 scopus 로고
    • A neural network as an approach to clinical diagnosis
    • Mulsant BH. A neural network as an approach to clinical diagnosis. MD Comput 1990;7:25-36.
    • (1990) MD Comput , vol.7 , pp. 25-36
    • Mulsant, B.H.1
  • 37
    • 85033930938 scopus 로고    scopus 로고
    • Frequently Asked Questions (FAQ) Internet Newsgroup: comp.ai.neural-nets
    • Sarle W. Frequently Asked Questions (FAQ) Internet Newsgroup: comp.ai.neural-nets, 1996.
    • (1996)
    • Sarle, W.1
  • 38
    • 0347443437 scopus 로고
    • California Scientific Software, Nevada City, CA 95959
    • Genetic Training Option, 3rd Ed. California Scientific Software, Nevada City, CA 95959, 1993.
    • (1993) Genetic Training Option, 3rd Ed.
  • 39
    • 0345925131 scopus 로고
    • Assessing a neural net-validation procedures
    • Burke L. Assessing a neural net-validation procedures PC AI 1993(Mar-Apr):21-24.
    • (1993) PC AI , Issue.MAR-APR , pp. 21-24
    • Burke, L.1
  • 40
    • 0021601179 scopus 로고
    • Beyond Deinstitutionalization
    • 1984
    • Gudeman JE, Shore MF (1984), Beyond Deinstitutionalization. N Engl J Med 1984;311:832-836.
    • (1984) N Engl J Med , vol.311 , pp. 832-836
    • Gudeman, J.E.1    Shore, M.F.2
  • 41
    • 0026625674 scopus 로고
    • Inpatient length of stay measures: Statistical and conceptual issues
    • Fisher W, Altaffer F. Inpatient length of stay measures: Statistical and conceptual issues. Admin Policy Ment Health 1992;19:311-320.
    • (1992) Admin Policy Ment Health , vol.19 , pp. 311-320
    • Fisher, W.1    Altaffer, F.2
  • 42
    • 0030071305 scopus 로고    scopus 로고
    • Ultra-short hospitalization for severely mentally ill patients
    • Schneider S, Ross IM. Ultra-short hospitalization for severely mentally ill patients. Psychiatr Serv 1996;47:137-138.
    • (1996) Psychiatr Serv , vol.47 , pp. 137-138
    • Schneider, S.1    Ross, I.M.2
  • 44
    • 0027399137 scopus 로고
    • Length of stay and recidivism in schizophrenia: A study of public psychiatric hospital patients
    • Appleby L, Desrai PN, Luchins DJ, et al. Length of stay and recidivism in schizophrenia: A study of public psychiatric hospital patients. Am J Psychiatry 1993;150:72-76.
    • (1993) Am J Psychiatry , vol.150 , pp. 72-76
    • Appleby, L.1    Desrai, P.N.2    Luchins, D.J.3
  • 45
    • 0003964033 scopus 로고
    • 17th printing. Cambridge, MA: MIT Center for Advanced Engineering Study
    • Deming WE. Out of the Crisis, 17th printing. Cambridge, MA: MIT Center for Advanced Engineering Study, 1992.
    • (1992) Out of the Crisis
    • Deming, W.E.1


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