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Volumn 5, Issue 1, 2004, Pages

Artificial neural network as an alternative to multiple regression analysis in optimizing formulation parameters of cytarabine liposomes

Author keywords

Artificial neural network; Contour plots; Cytarabine liposomes; Factorial design; Multiple regression

Indexed keywords

CHOLESTEROL; CYTARABINE; LIPOSOME; PHOSPHATIDYLCHOLINE;

EID: 23144462228     PISSN: 15309932     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (59)

References (28)
  • 1
    • 0027930323 scopus 로고
    • Formulation optimization of indomethacin gels containing a combination of three kinds of cyclic monoterpenes as percutaneous penetration enhancers
    • Levison KK, Takayama K, Isowa K, Okaba K, Nagai T. Formulation optimization of indomethacin gels containing a combination of three kinds of cyclic monoterpenes as percutaneous penetration enhancers. J Pharm Sci. 1994;83:1367-1372.
    • (1994) J. Pharm. Sci. , vol.83 , pp. 1367-1372
    • Levison, K.K.1    Takayama, K.2    Isowa, K.3    Okaba, K.4    Nagai, T.5
  • 3
    • 0034632938 scopus 로고    scopus 로고
    • Formula optimization of theophylline controlled-release tablet based on artificial neural networks
    • Takayama K, Morva A, Fujikawa M, Hattori Y, Obata Y, Nagai T. Formula optimization of theophylline controlled-release tablet based on artificial neural networks. J Control Release. 2000;68:175-186.
    • (2000) J. Control Release , vol.68 , pp. 175-186
    • Takayama, K.1    Morva, A.2    Fujikawa, M.3    Hattori, Y.4    Obata, Y.5    Nagai, T.6
  • 4
    • 0030760466 scopus 로고    scopus 로고
    • Multi-objective simultaneous optimization technique based on an artificial neural network in sustained release formulations
    • Takahara J, Takayama K, Nagai T. Multi-objective simultaneous optimization technique based on an artificial neural network in sustained release formulations. J Control Release. 1997;49:11-20.
    • (1997) J. Control Release , vol.49 , pp. 11-20
    • Takahara, J.1    Takayama, K.2    Nagai, T.3
  • 5
    • 0032913392 scopus 로고
    • Artificial neural network as a novel method to optimize pharmaceutical formulations
    • Takayama K, Fujikawa M, Nagai T. Artificial neural network as a novel method to optimize pharmaceutical formulations. Pharm Res. 1991;16:1-6.
    • (1991) Pharm. Res. , vol.16 , pp. 1-6
    • Takayama, K.1    Fujikawa, M.2    Nagai, T.3
  • 6
    • 0031440251 scopus 로고    scopus 로고
    • Multi-objective simultaneous optimization based on artificial neural network in a ketoprofen hydrogel formula containing O-ethylmenthol as a percutaneous absorption enhancer
    • Takahara J, Takayama K, Isowa K, Nagai T. Multi-objective simultaneous optimization based on artificial neural network in a ketoprofen hydrogel formula containing O-ethylmenthol as a percutaneous absorption enhancer. Int J Pharm. 1997;158:203-210.
    • (1997) Int. J. Pharm. , vol.158 , pp. 203-210
    • Takahara, J.1    Takayama, K.2    Isowa, K.3    Nagai, T.4
  • 8
    • 0028816977 scopus 로고
    • Artificial neural networks: Implications for pharmaceutical sciences
    • Achanta AS, Kowalski IG, Rhodes CT. Artificial neural networks: implications for pharmaceutical sciences. Drug Dev Ind Pharm. 1995;21:119-155.
    • (1995) Drug Dev. Ind. Pharm. , vol.21 , pp. 119-155
    • Achanta, A.S.1    Kowalski, I.G.2    Rhodes, C.T.3
  • 10
    • 0021123668 scopus 로고
    • Low dose cytosine arabinoside (Ara C) in myelodysplastic syndromes
    • Tricot G, De Bock R, Dekker AW. Low dose cytosine arabinoside (Ara C) in myelodysplastic syndromes. Br J Haematol. 1984;58:231-240.
    • (1984) Br. J. Haematol. , vol.58 , pp. 231-240
    • Tricot, G.1    De Bock, R.2    Dekker, A.W.3
  • 11
    • 0021791313 scopus 로고
    • Low-dose cytosine arabinoside in the treatment of myelodysplastic syndromes and acute myelogenous leukemia
    • Roberts JD, Ershlew WB, Tindle BH. Low-dose cytosine arabinoside in the treatment of myelodysplastic syndromes and acute myelogenous leukemia. Cancer. 1985;56:1001-1005.
    • (1985) Cancer , vol.56 , pp. 1001-1005
    • Roberts, J.D.1    Ershlew, W.B.2    Tindle, B.H.3
  • 12
    • 0021816046 scopus 로고
    • Low-dose cytosine arabinoside (Ara-C) therapy in myelodysplastic syndromes and acute leukemia
    • Winter JN,Variakojis D, Gaynor ER. Low-dose cytosine arabinoside (Ara-C) therapy in myelodysplastic syndromes and acute leukemia. J Cancer. 1985;56:443-449.
    • (1985) J. Cancer , vol.56 , pp. 443-449
    • Winter, J.N.1    Variakojis, D.2    Gaynor, E.R.3
  • 13
    • 0026692103 scopus 로고
    • Stealth liposomes: An improved sustained release system for 1-β-D-arabinofuranosylcytosine
    • Allen TM, Mehra T, Hansen C, Chin YC. Stealth liposomes: an improved sustained release system for 1-β-D-arabinofuranosylcytosine. Cancer Res. 1992; 52(9):2431-2439.
    • (1992) Cancer Res. , vol.52 , Issue.9 , pp. 2431-2439
    • Allen, T.M.1    Mehra, T.2    Hansen, C.3    Chin, Y.C.4
  • 14
    • 23444443192 scopus 로고
    • Antitumor activity of free and liposome-entrapped annamycin, a lipophilic antracycline antibiotic with non-cross-resistance properties
    • Zou Y, Ling YH, Van NT, Priebe W, Perz Solar R. Antitumor activity of free and liposome-entrapped annamycin, a lipophilic antracycline antibiotic with non-cross-resistance properties. Cancer Res. 1994;54(6):1479-1484.
    • (1994) Cancer Res. , vol.54 , Issue.6 , pp. 1479-1484
    • Zou, Y.1    Ling, Y.H.2    Van, N.T.3    Priebe, W.4    Perz Solar, R.5
  • 16
    • 0028291936 scopus 로고
    • The advantages by the use of the neural networks in modeling the fluidized bed granulation process
    • Murtonemi E, Yliruusi J, Kinnunen P, Merkku P, Leiviska K. The advantages by the use of the neural networks in modeling the fluidized bed granulation process. Int J Pharm. 1994;108:155-164.
    • (1994) Int. J. Pharm. , vol.108 , pp. 155-164
    • Murtonemi, E.1    Yliruusi, J.2    Kinnunen, P.3    Merkku, P.4    Leiviska, K.5
  • 17
    • 0025838017 scopus 로고
    • Application of neural computing in pharmaceutical product development
    • Hussian AS. Application of neural computing in pharmaceutical product development. Pharm Res. 1991;8(10):1248-1252.
    • (1991) Pharm. Res. , vol.8 , Issue.10 , pp. 1248-1252
    • Hussian, A.S.1
  • 18
    • 0031390851 scopus 로고    scopus 로고
    • Relating formulation variables to in vitro dissolution using an artificial neural network
    • Ebube NK, McCall T, Chen Y, Meyer MC. Relating formulation variables to in vitro dissolution using an artificial neural network. Pharm Dev Technol. 1997;2(3):225-232.
    • (1997) Pharm. Dev. Technol. , vol.2 , Issue.3 , pp. 225-232
    • Ebube, N.K.1    McCall, T.2    Chen, Y.3    Meyer, M.C.4
  • 19
    • 0003143015 scopus 로고
    • Preparation of liposomes
    • Oxford, UK: Oxford University Press
    • New RRC. Preparation of liposomes. In: Liposomes: A Practical Approach. Oxford, UK: Oxford University Press; 1990:33-104.
    • (1990) Liposomes: A Practical Approach , pp. 33-104
    • New, R.R.C.1
  • 21
    • 0027396025 scopus 로고
    • Introduction to backpropagation neural network computation
    • Erb RJ. Introduction to backpropagation neural network computation. Pharm Res. 1993;10:165-170.
    • (1993) Pharm. Res. , vol.10 , pp. 165-170
    • Erb, R.J.1
  • 24
    • 0036769480 scopus 로고    scopus 로고
    • Response surface optimization of the critical medium components for the production of alkaline protease by a newly isolated Bacillus sp
    • Adinarayana K, Ellaiah P. Response surface optimization of the critical medium components for the production of alkaline protease by a newly isolated Bacillus sp. J Pharm Pharm Sci. 2002;5(3):281-287.
    • (2002) J. Pharm. Pharm. Sci. , vol.5 , Issue.3 , pp. 281-287
    • Adinarayana, K.1    Ellaiah, P.2
  • 27
    • 0027458451 scopus 로고
    • Defined media optimization for the growth of recombinant Escherichia coli x90
    • Yee L, Blanch HW. Defined media optimization for the growth of recombinant Escherichia coli x90. Biotechnol Bioeng. 1993;41:221-227.
    • (1993) Biotechnol. Bioeng. , vol.41 , pp. 221-227
    • Yee, L.1    Blanch, H.W.2
  • 28
    • 0029267722 scopus 로고
    • Estimating diffusion coefficients of a micellar system using an artificial neural network
    • Jha BK, Thambe SS, Kulkarni BD. Estimating diffusion coefficients of a micellar system using an artificial neural network. J Colloid Interface Sci. 1995;170:392-398.
    • (1995) J. Colloid Interface Sci. , vol.170 , pp. 392-398
    • Jha, B.K.1    Thambe, S.S.2    Kulkarni, B.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.