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1 Skin Structure and Physiology |
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1 | (24) |
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1 | (1) |
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The Hypodermis (Subcutaneous Fatty Tissue Layer) |
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1 | (1) |
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2 | (1) |
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3 | (1) |
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The Subcutaneous Sensory Mechanism |
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4 | (1) |
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5 | (5) |
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5 | (1) |
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6 | (1) |
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7 | (1) |
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7 | (1) |
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7 | (1) |
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The Stratum Corneum Barrier |
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8 | (2) |
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Routes of Permeation of Exogenous Chemicals Across the Stratum Corneum |
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10 | (1) |
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Percutaneous Permeation---Mechanisms of Absorption |
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10 | (2) |
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Theoretical Considerations |
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12 | (2) |
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Physicochemical Properties of the Penetrant |
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14 | (3) |
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14 | (1) |
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15 | (1) |
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Applied Concentration/Dose |
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15 | (1) |
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Aqueous Solubility and Melting Point |
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16 | (1) |
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16 | (1) |
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Physiological Factors Affecting Percutaneous Absorption |
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17 | (4) |
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17 | (1) |
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Skin Hydration and Occlusion |
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17 | (1) |
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18 | (1) |
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19 | (1) |
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19 | (1) |
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19 | (1) |
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20 | (1) |
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21 | (4) |
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2 Methods for the Measurement of Percutaneous Absorption |
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25 | (18) |
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25 | (1) |
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In Vivo and In Vitro Methods: Overview |
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26 | (1) |
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In Vitro Experimental Methods |
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27 | (11) |
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27 | (1) |
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27 | (4) |
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31 | (1) |
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Selection of the Diffusion Cell Apparatus |
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32 | (4) |
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36 | (1) |
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Formulation and Solubility Factors |
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36 | (1) |
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Detection of the Permeant |
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37 | (1) |
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38 | (1) |
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39 | (4) |
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3 Mathematical Treatments and Early Models of Skin Permeability |
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43 | (22) |
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43 | (5) |
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Infinite and Finite Dosing |
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48 | (13) |
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61 | (4) |
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4 The New Breadth of Research in the Field |
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65 | (26) |
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87 | (4) |
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5 Algorithms for Estimating Permeability Across Artificial Membranes |
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91 | (12) |
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The Role of Artificial Membranes in Studies of Percutaneous Absorption |
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91 | (3) |
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Quantitative Models for Permeability Across Polydimethylsiloxane Membranes |
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94 | (6) |
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100 | (3) |
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6 Other Approaches to Modelling Percutaneous Absorption |
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103 | (14) |
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114 | (3) |
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7 Squiggly Lines and Random Dots---You Can Fit Anything with a Nonlinear Model |
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117 | (24) |
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117 | (1) |
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Application of a Nonlinear Multiple Regression Model to Skin Permeability |
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118 | (3) |
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Fuzzy Logic and Neural Network Methods for the Prediction of Skin Permeability |
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121 | (5) |
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More Machine Learning Methods---Classification and Gaussian Process Models |
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126 | (10) |
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136 | (5) |
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8 Finite-Dose Models of Transient Exposures and Volatile Formulation Components |
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141 | (18) |
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141 | (3) |
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Modelling Finite-Dose Experiments |
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144 | (6) |
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Models of Formulation in Finite-Dose Experiments |
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150 | (6) |
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156 | (1) |
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156 | (3) |
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9 The Devil is in the Detail |
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159 | (22) |
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159 | (1) |
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Experimental Factors in Model Quality |
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159 | (8) |
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Analysis of the Experiments from Which Data Have Been Taken to Develop Models of Skin Absorption |
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167 | (6) |
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173 | (2) |
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175 | (1) |
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176 | (5) |
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10 Conclusions and Recommendations for Model Development and Use |
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181 | (12) |
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Overview of the Previous Chapters |
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181 | (1) |
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"Pitfalls" of Model Development and Use |
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182 | (2) |
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Quality of the Source, or Input, Data |
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184 | (1) |
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185 | (1) |
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185 | (1) |
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Descriptor Selection and Interpretation, and Data Set Design |
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186 | (1) |
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Statistical Analysis of Data |
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187 | (1) |
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Data---and Data Set---Quality |
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188 | (2) |
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190 | (1) |
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191 | (2) |
Index |
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193 | |