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Volumn 19, Issue 1, 2005, Pages 33-46
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The prediction of human oral absorption for diffusion rate-limited drugs based on heuristic method and support vector machine
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Author keywords
Heuristic method; Humanoral absorption; QSPR QSAR; Support vector machine
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Indexed keywords
FORECASTING;
HEURISTIC METHODS;
DESCRIPTORS;
DIFFUSION RATE;
DIVERSE DATA SETS;
HUMANORAL ABSORPTION;
LARGE DATASETS;
MACHINE LEARNING TECHNIQUES;
MOLECULAR DESCRIPTORS;
ORAL ABSORPTION;
QSPR/QSAR;
SUPPORT VECTORS MACHINE;
SUPPORT VECTOR MACHINES;
ALPHA GLUCOSIDASE INHIBITOR;
ANALGESIC AGENT;
ANDROGEN;
ANTHELMINTIC AGENT;
ANTIARRHYTHMIC AGENT;
ANTIBIOTIC AGENT;
ANTICOAGULANT AGENT;
ANTICONVULSIVE AGENT;
ANTIDEPRESSANT AGENT;
ANTIDOTE;
ANTIFUNGAL AGENT;
ANTIHISTAMINIC AGENT;
ANTIHYPERTENSIVE AGENT;
ANTIINFLAMMATORY AGENT;
ANTINEOPLASTIC AGENT;
ANTIPARKINSON AGENT;
ANTIVIRUS AGENT;
ASCORBIC ACID;
BRONCHODILATING AGENT;
CARDIOTONIC AGENT;
CENTRAL STIMULANT AGENT;
CONTRACEPTIVE AGENT;
CORONARY VASODILATING AGENT;
CORTICOSTEROID;
DIGESTIVE TRACT AGENT;
DRUGS USED IN THE TREATMENT OF ADDICTION;
GANGLION STIMULATING AGENT;
HYPNOTIC SEDATIVE AGENT;
LAXATIVE;
LOOP DIURETIC AGENT;
MUSCARINIC RECEPTOR BLOCKING AGENT;
NARCOTIC AGENT;
NEUROLEPTIC AGENT;
OLIGOSACCHARIDE;
ORAL ANTIDIABETIC AGENT;
OSMOTIC DIURETIC AGENT;
SACCHARIN;
SEROTONIN AGONIST;
TRANQUILIZER;
URINARY TRACT ANTIINFECTIVE AGENT;
ARTICLE;
COMPUTER PROGRAM;
CONTROLLED STUDY;
DEVICE;
DRUG ABSORPTION;
HUMAN;
INTESTINE ABSORPTION;
MATHEMATICAL COMPUTING;
PHYSICAL CHEMISTRY;
PREDICTION;
PRIORITY JOURNAL;
QUANTITATIVE STRUCTURE ACTIVITY RELATION;
STATISTICAL ANALYSIS;
STATISTICAL SIGNIFICANCE;
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EID: 20344377894
PISSN: 0920654X
EISSN: 15734951
Source Type: Journal
DOI: 10.1007/s10822-005-0095-8 Document Type: Article |
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Times cited : (41)
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References (42)
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