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Volumn 418, Issue 2, 2011, Pages 235-242

A framework for in-silico formulation design using multivariate latent variable regression methods

Author keywords

Blending; Mixture modeling; PCA; PLS

Indexed keywords

DRUG;

EID: 80052968375     PISSN: 03785173     EISSN: 18733476     Source Type: Journal    
DOI: 10.1016/j.ijpharm.2011.04.064     Document Type: Article
Times cited : (19)

References (29)
  • 1
    • 0030085401 scopus 로고    scopus 로고
    • The recycling of thermoplastics: Prediction of the properties of mixtures of virgin and reprocessed polyolefins
    • C.A. Bernardo, A.M. Cunha, and M.J. Oliveira The recycling of thermoplastics: prediction of the properties of virgin and reprocessed polyolefins Polym. Eng. Sci. 36 1996 511 519 (Pubitemid 126594062)
    • (1996) Polymer Engineering and Science , vol.36 , Issue.4 , pp. 511-519
    • Bernardo, C.A.1    Cunha, A.M.2    Oliveira, M.J.3
  • 2
    • 58949084599 scopus 로고    scopus 로고
    • Estimating the refractive index of pharmaceutical solids using predictive methods
    • X. Cao, B.C. Hancock, N. Leyva, J. Becker, W. Yu, and V.M. Masterson Estimating the refractive index of pharmaceutical solids using predictive methods Int. J. Pharm. 368 2009 16 23
    • (2009) Int. J. Pharm. , vol.368 , pp. 16-23
    • Cao, X.1    Hancock, B.C.2    Leyva, N.3    Becker, J.4    Yu, W.5    Masterson, V.M.6
  • 3
    • 41349101294 scopus 로고    scopus 로고
    • Use of prediction methods to estimate true density of active pharmaceutical ingredients
    • X. Cao, N. Leyva, S.R. Anderson, and B.C. Hancock Use of prediction methods to estimate true density of active pharmaceutical ingredients Int. J. Pharm. 355 2008 231 237
    • (2008) Int. J. Pharm. , vol.355 , pp. 231-237
    • Cao, X.1    Leyva, N.2    Anderson, S.R.3    Hancock, B.C.4
  • 4
    • 0034731684 scopus 로고    scopus 로고
    • ICH Q6A: Test procedures and acceptance criteria for new drug substances and new drug products: Chemical substances
    • Food and Drug Adminstration ICH Q6A: test procedures and acceptance criteria for new drug substances and new drug products: chemical substances Fed. Regist. 65 2000 83041 83063
    • (2000) Fed. Regist. , vol.65 , pp. 83041-83063
  • 5
    • 84924954986 scopus 로고    scopus 로고
    • ICH Q8(R2) Pharmaceutical Development
    • Food and Drug Adminstration ICH Q8(R2) Pharmaceutical Development Fed. Regist. 71 2009
    • (2009) Fed. Regist. , vol.71
  • 6
    • 53049097130 scopus 로고    scopus 로고
    • Pharmaceutical applications of vibrational chemical imaging and chemometrics: A review
    • C. Gendrin, Y. Roggo, and C. Collet Pharmaceutical applications of vibrational chemical imaging and chemometrics: a review J. Pharm. Biomed. Anal. 48 2008 533 553
    • (2008) J. Pharm. Biomed. Anal. , vol.48 , pp. 533-553
    • Gendrin, C.1    Roggo, Y.2    Collet, C.3
  • 7
    • 77957365788 scopus 로고    scopus 로고
    • Multi-scale pharmaceutical process understanding: From particle to powder to dosage form
    • M.L. Hamad, K. Bowman, N. Smith, X. Sheng, and K.R. Morris Multi-scale pharmaceutical process understanding: from particle to powder to dosage form Chem. Eng. Sci. 65 2010 5625 5638
    • (2010) Chem. Eng. Sci. , vol.65 , pp. 5625-5638
    • Hamad, M.L.1    Bowman, K.2    Smith, N.3    Sheng, X.4    Morris, K.R.5
  • 8
    • 0037043106 scopus 로고    scopus 로고
    • Comparison of the mechanical properties of the crystalline and amorphous forms of a drug substance
    • DOI 10.1016/S0378-5173(02)00133-3, PII S0378517302001333
    • B.C. Hancock, G.T. Carlson, D.D. Ladipo, B.A. Langdon, and M.P. Mullarney Comparison of the mechanical properties of the crystalline and amorphous forms of a drug substance Int. J. Pharm. 241 2002 73 85 (Pubitemid 34667068)
    • (2002) International Journal of Pharmaceutics , vol.241 , Issue.1 , pp. 73-85
    • Hancock, B.C.1    Carlson, G.T.2    Ladipo, D.D.3    Langdon, B.A.4    Mullarney, M.P.5
  • 9
    • 0030775017 scopus 로고    scopus 로고
    • Mechanical properties of compacts and particles that control-tableting success
    • DOI 10.1021/js9701061
    • E. Hiestand Mechanical properties of compacts and particles that control tableting success J. Pharm. Sci. 86 1997 985 990 (Pubitemid 27382897)
    • (1997) Journal of Pharmaceutical Sciences , vol.86 , Issue.9 , pp. 985-990
    • Hiestand, E.N.1
  • 10
    • 0021428675 scopus 로고
    • Indices of tabletting performance
    • E. Hiestand, and D.P. Smith Indices of tabletting performance Powder Technol. 38 1984 145 159
    • (1984) Powder Technol. , vol.38 , pp. 145-159
    • Hiestand, E.1    Smith, D.P.2
  • 11
    • 0007530712 scopus 로고
    • Rationale for and the measurement of tableting indicies
    • G. Alderborn, C. Nystrom, Marcel Dekker, Inc New York
    • E.N. Hiestand Rationale for and the measurement of tableting indicies G. Alderborn, C. Nystrom, Pharmaceutical Powder Compaction Technology 1995 Marcel Dekker, Inc New York
    • (1995) Pharmaceutical Powder Compaction Technology
    • Hiestand, E.N.1
  • 13
    • 0037413388 scopus 로고    scopus 로고
    • Artificial neural networks (ANNs) and modeling of powder flow
    • DOI 10.1016/S0378-5173(02)00528-8, PII S0378517302005288
    • K. Kachrimanis, V. Karamyan, and S. Malamataris Artificial neural networks (ANNs) and modeling of powder flow Int. J. Pharm. 250 2003 13 23 (Pubitemid 35447933)
    • (2003) International Journal of Pharmaceutics , vol.250 , Issue.1 , pp. 13-23
    • Kachrimanis, K.1    Karamyan, V.2    Malamataris, S.3
  • 14
    • 0040620488 scopus 로고    scopus 로고
    • Ternary polymer blends: Prediction of mechanical properties for various phase structures
    • J. Kolarik, L. Fambri, A. Pegoretti, and A. Penati Ternary polymer blends: prediction of mechanical properties for various phase structures Polym. Adv. Technol. 11 2000 75 81
    • (2000) Polym. Adv. Technol. , vol.11 , pp. 75-81
    • Kolarik, J.1    Fambri, L.2    Pegoretti, A.3    Penati, A.4
  • 15
    • 0242403097 scopus 로고    scopus 로고
    • Computational materials science: The emergence of predictive capabilties of material behaviour
    • V. Kumar Computational materials science: the emergence of predictive capabilties of material behaviour Sadhana 28 2003 815 831
    • (2003) Sadhana , vol.28 , pp. 815-831
    • Kumar, V.1
  • 16
    • 18244408225 scopus 로고    scopus 로고
    • Data-based latent variable methods for process analysis, monitoring and control
    • DOI 10.1016/j.compchemeng.2005.02.007, PII S0098135405000128
    • J.F. MacGregor, H. Yu, S. Garcia-Munoz, and J. Flores-Cerrillo Data-based latent variable methods for process analysis monitoring and control Comput. Chem. Eng. 29 2005 1217 1223 (Pubitemid 40630969)
    • (2005) Computers and Chemical Engineering , vol.29 , Issue.6 SPEC. ISSUE , pp. 1217-1223
    • MacGregor, J.F.1    Yu, H.2    Munoz, S.G.3    Flores-Cerrillo, J.4
  • 17
    • 0031395779 scopus 로고    scopus 로고
    • The effect of composition on the tableting indices of binary powder mixtures
    • S. Majuru, and D.E. Wurster The effect of compositions on the tableting indices of binary powder mixtures Pharm. Dev. Technol. 2 1997 313 321 (Pubitemid 28249296)
    • (1997) Pharmaceutical Development and Technology , vol.2 , Issue.4 , pp. 313-321
    • Majuru, S.1    Wurster, D.E.2
  • 18
    • 0037433796 scopus 로고    scopus 로고
    • The powder flow and compact mechanical properties of sucrose and three high-intensity sweeteners used in chewable tablets
    • DOI 10.1016/S0378-5173(03)00144-3
    • M.P. Mullarney, B.C. Hancock, G.T. Carlson, D.D. Ladipo, and B.A. Langdon The powder flow and compact mechanical properties of sucrose and three high-intensity sweeteners used in chewable tablets Int. J. Pharm. 257 2003 227 236 (Pubitemid 36507048)
    • (2003) International Journal of Pharmaceutics , vol.257 , Issue.1-2 , pp. 227-236
    • Mullarney, M.P.1    Hancock, B.C.2    Carlson, G.T.3    Ladipo, D.D.4    Langdon, B.A.5
  • 19
    • 71649103150 scopus 로고    scopus 로고
    • Modeling pharmaceutical powder-flow performance using particle-size distribution data
    • M.P. Mullarney, and N. Leyva Modeling pharmaceutical powder-flow performance using particle-size distribution data Pharm. Technol. 33 2009 126 134
    • (2009) Pharm. Technol. , vol.33 , pp. 126-134
    • Mullarney, M.P.1    Leyva, N.2
  • 20
    • 74049117011 scopus 로고    scopus 로고
    • Prediction of granule packing and flow behavior based on particle size and shape analysis
    • N. Sandler, and D. Wilson Prediction of granule packing and flow behavior based on particle size and shape analysis J. Pharm. Sci. 99 2010 958 968
    • (2010) J. Pharm. Sci. , vol.99 , pp. 958-968
    • Sandler, N.1    Wilson, D.2
  • 21
    • 0030181075 scopus 로고    scopus 로고
    • Flowability and time consolidation measurements using a ring shear tester
    • D. Schultz Flowability and time consolidation measurements using a ring shear tester Powder Handl. Process. 8 1996 221 226
    • (1996) Powder Handl. Process. , vol.8 , pp. 221-226
    • Schultz, D.1
  • 22
    • 34247467027 scopus 로고    scopus 로고
    • Comparison of neurofuzzy logic and decision trees in discovering knowledge from experimental data of an immediate release tablet formulation
    • DOI 10.1016/j.ejps.2007.03.003, PII S0928098707000565
    • Q. Shao, R.C. Rowe, and P. York Comparison of neurofuzzy logic and decision trees in discovering knowledge from experimental data of an immediate release tablet formulation Eur. J. Pharm. Sci. 31 2007 129 136 (Pubitemid 46660582)
    • (2007) European Journal of Pharmaceutical Sciences , vol.31 , Issue.2 , pp. 129-136
    • Shao, Q.1    Rowe, R.C.2    York, P.3
  • 24
    • 52949087187 scopus 로고    scopus 로고
    • Utility of multivariate analysis in modeling the effects of raw material properties and operating parameters on granule and ribbon properties prepared in roller compaction
    • J.L.P. Soh, F. Wang, N. Boersen, R. Pinal, G.E. Peck, M.T. Carvajal, J. Cheney, H. Valthorsson, and J. Pazdan Utility of multivariate analysis in modeling the effects of raw material properties and operating parameters on granule and ribbon properties prepared in roller compaction Drug Dev. Ind. Pharm. 34 2008 1022 1035
    • (2008) Drug Dev. Ind. Pharm. , vol.34 , pp. 1022-1035
    • Soh, J.L.P.1    Wang, F.2    Boersen, N.3    Pinal, R.4    Peck, G.E.5    Carvajal, M.T.6    Cheney, J.7    Valthorsson, H.8    Pazdan, J.9
  • 25
    • 0042884371 scopus 로고    scopus 로고
    • Neural network based optimization of drug formulations
    • DOI 10.1016/S0169-409X(03)00120-0
    • K. Takayama, M. Fujikawa, Y. Obata, and M. Morishita Neural network based optimization of drug formulations Adv. Drug Deliv. Rev. 55 2003 1217 1231 (Pubitemid 37087925)
    • (2003) Advanced Drug Delivery Reviews , vol.55 , Issue.9 , pp. 1217-1231
    • Takayama, K.1    Fujikawa, M.2    Obata, Y.3    Morishita, M.4
  • 28
    • 33746911653 scopus 로고    scopus 로고
    • Predicting the tensile strength of compacted multi-component mixtures of pharmaceutical powders
    • DOI 10.1007/s11095-006-9005-6
    • C.-Y. Wu, S.M. Best, A.C. Bentham, B.C. Hancock, and W. Bonfield Predicting the tensile strength of compacted multi-component mixtures of pharmaceutical powders Pharm. Res. 23 2010 1898 1905 (Pubitemid 44200554)
    • (2006) Pharmaceutical Research , vol.23 , Issue.8 , pp. 1898-1905
    • Wu, C.-Y.1    Best, S.M.2    Bentham, A.C.3    Hancock, B.C.4    Bonfield, W.5
  • 29
    • 0033044296 scopus 로고    scopus 로고
    • Prediction of the Hiestand bonding indices of binary powder mixtures from single-component bonding indices
    • DOI 10.1081/PDT-100101340
    • D.E. Wurster, M. Shingai, and O. Euichaul Prediction of Hiestand bonding indices of binary powder mixtures from single-component bonding indices Pharm. Dev. Technol. 4 1999 65 70 (Pubitemid 29072349)
    • (1999) Pharmaceutical Development and Technology , vol.4 , Issue.1 , pp. 65-70
    • Wurster, D.E.1    Majuru, S.2    Oh, E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.