SCOPUS 정보 검색 플랫폼

Artificial Intelligence in Medicine

Volumn 23, Issue 3, 2001, Pages 277-293

A sequential neural network model for diabetes prediction

(2) Park, Jin a Edington, Dee W a

a UNIVERSITY OF MICHIGAN (United States)

Author keywords

Backpropagation; Disease prediction; HRA; Multi layered perceptron; SMLP

Indexed keywords

BACKPROPAGATION; COMPUTER SIMULATION; HEALTH RISKS; LEARNING ALGORITHMS; REGRESSION ANALYSIS;

PROGNOSTIC PROCESSES;

NEURAL NETWORKS;

ADULT; ALGORITHM; ARTICLE; ARTIFICIAL NEURAL NETWORK; CLASSIFICATION; DIABETES MELLITUS; HEALTH HAZARD; HEALTH PROGRAM; HEALTH STATUS; HUMAN; LEARNING; MODEL; MULTIVARIATE ANALYSIS; PREDICTION; PRIORITY JOURNAL; PROGNOSIS; REGRESSION ANALYSIS; RISK FACTOR; SIMULATION; STATISTICAL MODEL; TIME;

DIABETES MELLITUS; FORECASTING; HEALTH STATUS INDICATORS; HUMANS; MIDDLE AGED; MODELS, THEORETICAL; NEURAL NETWORKS (COMPUTER);

EID: 0034776764 PISSN: 09333657 EISSN: None Source Type: Journal
DOI: 10.1016/S0933-3657(01)00086-0 Document Type: Article

Times cited : (46)

References (26)

1
- 0003002851
- Andrews R, Geva S. Inserting and extracting knowledge from constrained error backpropagation networks. In: Proceedings of the 6th Australian Conference on Neural Networks. NSW, Sydney, 1995.

2
- 0002922516
- Apolloni B, Avanzini G, Cesa-Bianchi N, Ronchini G. Diagnosis of epilepsy via backpropagation. In: Proceedings of the IJCNN, vol. 2. Washington, DC, 1990. p. 571-4.

3
- 0002999257
- Bishop CM. Neural networks for pattern recognition. Oxford: Oxford University Press, 1995.

4
- 0024124745
- MLP for low backpain
- (1988) Proc. IEEE: Int. Conf. NN , vol.2 , pp. 481-489
- Bounds, D.G.¹ Lloyd, P.J.²

5
- 0003005032
- Edington DW. Health behaviors and risk appraisal. Worksite Health Promot Econ 1995;97-115.

6
- 0002293343
- The formula for proving your program's worth
- (1989) Employee Service Manage. , vol.31 , pp. 12-17
- Edington, D.W.¹ Edington, M.² Yen, L.³

7
- 0003072944
- Data splitting strategies for reducing the effect of model selection on inference
- (1998) Comput. Sci. Stat. , vol.30 , pp. 332-341
- Faraway, J.¹

8
- 0002931491
- Foxray N, Thamer M, Gardner E, Chan JK. Economic consequences of diabetes mellitus in the United States in 1997. Report from the American Diabetes Association, 1999.

9
- 0026345357
- Comparing the predictive accuracy of Health Risk Appraisal: The Centers for Disease Control versus Carter Center Program
- (1991) Am. J. Public Health , vol.81 , pp. 1296-1301
- Gazmararian, J.A.¹ Foxman, B.² Yen, L.T.³ Morgenstern, H.⁴ Edington, D.W.⁵

10
- 0003071802
- Hebb DO. The organization of behaviors. New York: Wiley. 1949.

11
- 0031666799
- Probabilities and health risks: a qualitative approach
- (1998) Social Sci. Med. , vol.47 , pp. 1295-1306
- Heyman, B.¹ Henriksen, M.² Maughan, K.³

12
- 0002931073
- Ivanova I, Kubat M. Initialization of neural networks by means of decision trees. Knowledge-Based Syst 1995;8(6).

13
- 0002936210
- Kleinbaum DG. Logistic regression: a self learning text. New York: Springer. 1998.

14
- 0003013707
- Lawrence S, Burns IB, Tsoi AC, Giles CL. Neural network classification and prior class probabilities, lecture notes in computer science state-of-the-art surveys. New York: Springer. 1998.

15
- 0031281245
- Application of autonomous neural network systems to medical pattern classification tasks
- (1997) Artif. Intel. Med. , vol.11 , pp. 215-239
- Lim, C.P.¹ Harrison, R.F.² Kennedy, R.L.³

16
- 0003073230
- Maindonald JH. New approaches to using scientific data statistics. Data Mining & Related Technologies in Research & Research Training. The Australian National University, 1998.

17
- 51249194645
- A logical calculation of the ideas immanent in nervous activity
- (1943) Bull. Math. Biophys. , vol.5 , pp. 115-133
- McCulloch, W.S.¹ Pitt, W.S.²

18
- 0031193620
- Sequential versus standard neural networks for pattern recognition: an example using the domain of coronary heart disease
- (1997) Comput. Biol. Med. , vol.27 , pp. 267-281
- Ohno-Machado, L.¹ Musen, M.A.²

19
- 0002928835
- Rosenblatt F. The perceptron: a perceiving and recognizing automation. Technical Report 85-46-1. Cornell Aeronautical Laboratory, 1957.

20
- 0029690427
- Using neural networks to predict the onset of diabetes mellitus
- (1996) J. Chem. Inform. Comput. Sci. , vol.36 , pp. 35-41
- Shanker, M.S.¹

21
- 21144474350
- Linear model selection by cross-validation
- (1993) J. Am. Stat. Assoc. , vol.88 , pp. 486-494
- Shao, J.¹

22
- 0002983420
- Smith K, McKinlay S, Thorington B. The validity of Health Risk Appraisal instruments for assessing coronary heart disease risk. American Institute for Research, 1986.

23
- 0031716926
- Predictive factors for one-year outcome of low-back pain and neck pain in patients treated in primary care: comparison between the treatment strategies chiropractic and physiotherapy
- (1998) Pain , vol.77 , pp. 201-207
- Stargren, E.I.¹ Oberg, B.E.²

24
- 0002931493
- Sugimori H, Miyakawa M, Yoshida K, Izuno T, Takahashi E, Tanaka C, et al. Health risk assessment for diabetes mellitus based on longitudinal analysis of MHTS database. J Med Syst 1998;22:27-32.

25
- 0025635525
- Connectionist nonparametric regression: multi-layer feed-forward networks can learn arbitrary mappings
- (1990) Neural Networks , vol.3 , pp. 535-550
- White, H.¹

26
- 0003072946
- White H. Nonparametric estimation of conditional quantiles using neural networks. In: Page C, LePage R, editors. Proceedings of the 23rd Symposium on the Interface: Computing Science and Statistics. ASA, Alexandria, 1992. p. 190-9.

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.