References
- KangFSinghJEffect of additives on the release of a model protein from PLGA microspheresAAPS Pharm Sci Tech20012430
- ZhouXLHeJTDuHJPharmacokinetic and pharmacodynamic profiles of recombinant human erythropoietin-loaded poly(lactic-co-glycolic acid) microspheres in ratsActa Pharmacol Sin20123311374422139004
- FanDDe RosaEMurphyMBMesoporous silicon-PLGA composite microspheres for the double controlled release of biomolecules for orthopedic tissue engineeringAdv Funct Mater2012222282293
- KimTHLeeHParkTGPegylated recombinant human epidermal growth factor (rhEGF) for sustained release from biodegradable PLGA microspheresBiomaterials200223112311231712013178
- BlancoDAlonsoMJProtein encapsulation and release from poly (lactide-co-glycolide) microspheres: effect of the protein and polymer properties and of the co-encapsulation of surfactantsEur J Pharm Biopharm19984532852949653633
- MokHParkTGWater-free microencapsulation of proteins within PLGA microparticles by spray drying using PEG-assisted protein solubilization technique in organic solventEur J Pharm Biopharm200870113714418515053
- BuskeJKönigCBassarabSLamprechtAMühlauSWagnerKGInfluence of PEG in PEG-PLGA microspheres on particle properties and protein releaseEur J Pharm Biopharm2012811576322306701
- CorriganOILiXQuantifying drug release from PLGA nanoparticulatesEur J Pharm Sci2009373–447748519379812
- PurasGSalvadorAIgartuaMHernándezRMPedrazJLEncapsulation of Aβ (1–15) in PLGA microparticles enhances serum antibody response in mice immunized by subcutaneous and intranasal routesEur J Pharm Sci201144320020621820509
- KimHKParkTGMicroencapsulation of dissociable human growth hormone aggregates within poly(D,L-lactic-co-glycolic acid) microparticles for sustained releaseInt J Pharm20012291–210711611604263
- HanYTianHHePChenXJingXInsulin nanoparticle preparation and encapsulation into poly(lactic-co-glycolic acid) microspheres by using an anhydrous systemInt J Pharm20093781–215916619465100
- HeJFengMZhouXStabilization and encapsulation of recombinant human erythropoietin into PLGA microspheres using human serum albumin as a stabilizerInt J Pharm20114161697621699969
- GasperMMBlancoDCruzMEAlonsoMJFormulation of L-asparaginase-loaded poly(lactide-co-glycolide) nanoparticles: influence of polymer properties on enzyme loading, activity and in vitro releaseJ Control Release1998521–253629685935
- KawashimaYYamamotoHTakeuchiHFujiokaSHinoTPulmonary delivery of insulin with nebulized DL-lactide/glycolide copolymer (PLGA) nanospheres to prolong hypoglycemic effectJ Control Release1999621–227928710518661
- UngaroFd’Emmanuele di Villa BiancaRGiovinoCInsulin-loaded PLGA/cyclodextrin large porous particles with improved aerosolization properties: in vivo deposition and hypoglycaemic activity after delivery to rat lungsJ Control Release20091351253419154761
- JiangHLJinJFHuYQZhuKJImprovement of protein loading and modulation of protein release from poly(lactide-co-glycolide) microspheres by complexation of proteins with polyanionsJ Microencapsul200421661562415762319
- PiroozniaNHasanniaSLotfASGhaneiMEncapsulation of alpha-1 antitrypsin in PLGA nanoparticles: in vitro characterization as an effective aerosol formulation in pulmonary diseasesJ Nanobiotechnology2012102022607686
- CastellanosIJFloresGGriebenowKEffect of cyclodextrins on alpha-chymotrypsin stability and loading in PLGA microspheres upon S/O/W encapsulationJ Pharm Sci200695484985816493595
- AsteteCESabliovCMSynthesis and characterization of PLGA nanoparticlesJ Biomater Sci Polymer Ed2006173247289
- van der MaatenLJPostmaEOvan den HerikHJDimensionality reduction: a comparative reviewTechnical Report TiCC TR 2009-005
- SzlękJPaclawskiALauRJachowiczRMendykAHeuristic modeling of macromolecule release from PLGA microspheresInt J Nanomedicine2013814601461124348037
- FredenbergSWahlgrenMReslowMAxelssonAThe mechanisms of drug release in poly(lactic-co-glycolic acid)-based drug delivery systems: a reviewInt J Pharm20114151–2345221640806
- KangJSchwendemanSPPore closing and opening in biodegradable polymers and their effect on the controlled release of proteinsMol Pharm20074110411817274668
- KangJLambertOAusbornMSchwendemanSPStability of proteins encapsulated in injectable and biodegradable poly(lactide-co-glycolide)-glucose millicylindersInt J Pharm2008357123524318384984
- BlancoMDAlonsoMJDevelopment and characterization of protein-loaded poly(lactide-co-glycolide) nanospheresEur J Pharm Biopharm1997433287294
- MainardesRMEvangelistaRCPLGA nanoparticles containing praziquantel: effect of formulation variables on size distributionInt J Pharm20052901–213714415664139
- ZygourakisKMarkenscoffPAComputer-aided design of bioerodible devices with optimal release characteristics: a cellular automata approachBiomaterials19961721251358624389
- GopferichAMechanisms of polymer degradation and erosionBiomaterials19961721031148624387
- SiepmannJFaisantNBenoitJPA new mathematical model quantifying drug release from bioerodible microparticles using Monte Carlo simulationsPharm Res200219121885189312523670
- LangerRTirrellDADesigning materials for biology and medicineNature200442848749215057821
- BrodbeckKJDesNoyerJRMcHughAJPhase inversion dynamics of PLGA solutions related to drug delivery. Part II. The role of solution thermodynamics and bath-side mass transferJ Control Release199962333334410528071
- MakadiaHKSiegelSJPoly Lactic-co-Glycolic Acid (PLGA) as biodegradable controlled drug delivery carrierPolymers (Basel)2011331377139722577513
- DashMLiuHFeature Selection for ClassificationIntelligent Data Analysis199713131156
- HallMASmithLAPractical feature subset selection for machine learningMcDonaldCProceedings of the 21st Australasian Computer Science Conference ACSC ’98, Perth, WA, Australia, 4–6, February, 1998BerlinSpringer1998181191
- KohaviRJohnGHWrappers for feature subset selectionArtif Intell1997971273324
- PearsonKLIII. On lines and planes of closest fit to systems of points in spaceLond Edinburgh Dublin Philosoph Mag J Sci1901211559572
- AbdiHWilliamsLJPrincipal component analysisWiley Interdisciplinary Reviews: Computational Statistics201024433459
- HarmanHHModern Factor AnalysisChicagoUniversity of Chicago Press1960
- HyvärinenAOjaEIndependent component analysis: algorithms and applicationsNeural Netw2000134–541143010946390
- HyvärinenAFast and robust fixed-point algorithms for independent component analysisIEEE Trans Neural Netw199910362663418252563
- HyvärinenAIndependent component analysis and blind source separation Technical reportHelsinkiHelsinki University of Technology2003 Available from: http://www.cs.helsinki.f/u/ahy-varin/presentations/Berlin05.pdfAccessed December 22, 2014
- SchölkopfBSmolaAMüllerKRKernel principal component analysisGersnerWGermondAHaslerMNicoudJDArtificial Neural Networks — ICANN ’97BerlinSpringer1997583588
- KruskalJBMultidimensional scaling by optimizing goodness of fit to a nonmetric hypothesisPsychometrika1964291127
- NeterJApplied linear statistical models4th edChicagoIrwin1996
- RasmussenCEWilliamsCKGaussian Processes for Machine Learning (Adaptive Computation and Machine Learning)Cambridge, MAMIT Press2005
- RasmussenCENickischHGaussian processes for machine learning (GPML) toolboxJMLR20101130113015
- HaykinSNeural Networks: A Comprehensive Foundation1st edUpper Saddle River, NJPrentice Hall PRT1994
- WerbosPJBeyond Regression: New Tools for Prediction and Analysis in the Behavioral SciencesPrinceton, NJHarvard University Press1975
- RumelhartDEMcClellandJLParallel Distributed Processing: Explorations in the Microstructure of Cognition, Vol 1: FoundationsCambridge, MAMIT Press1986
- RiedmillerMBraunHA direct adaptive method for faster back-propagation learning: the RPROP algorithmIEEE International Conference on Neural NetworksIEEE1993586591
- QuinlanJRSimplifying decision treesInt J Man-Mach Stud1987273221234
- MohamedWNSallehMNOmarAHA comparative study of reduced error pruning method in decision tree algorithmsIEEE International Conference on Control System, Computing and Engineering (ICCSCE)November 23–25, 2012Penang, Malaysia11 20122012392397
- SmolaAJSchölkopfBLearning with Kernels: Support Vector Machines, Regularization, Optimization, and BeyondCambridge, MAMIT Press1998
- SmolaAJSchölkopfBA tutorial on support vector regressionStatistics Computing2004143199222
- SchölkopfBBurgesCJCSmolaAJAdvances in Kernel Methods: Support Vector LearningCambridge, MAMIT Press1999
- PlattJProbabilistic outputs for support vector machines and comparisons to regularized likelihood methodsAdvances in Large Margin Classifiers19991036174
- BrownGWyattJHarrisRYaoXDiversity creation methods: A survey and categorisationJournal of Information Fusion200561520
- HoTKThe random subspace method for constructing decision forestsIEEE Transac Pattern Anal Mach Intell1998208832844
- BreimanLBagging predictorsMach Learn1996242123140
- SaeysYInzaILarrañagaPA review of feature selection techniques in bioinformaticsBioinformatics200723192507251717720704
- BauerEKohaviRAn empirical comparison of voting classification algorithms: Bagging, boosting, and variantsMach Learn1999361–2105139
- GoldbergDEGenetic Algorithms in Search, Optimization, and Machine LearningBoston, MAAddison-Wesley1989