2023
Estimating Causal Effects using a Multi-task Deep Ensemble.
Jiang Z, Hou Z, Liu Y, Ren Y, Li K, Carlson D. Estimating Causal Effects using a Multi-task Deep Ensemble. Proceedings Of Machine Learning Research 2023, 202: 15023-15040. PMID: 38169983, PMCID: PMC10759931.Peer-Reviewed Original Research
2007
Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality
Matheny M, Resnic F, Arora N, Ohno-Machado L. Effects of SVM parameter optimization on discrimination and calibration for post-procedural PCI mortality. Journal Of Biomedical Informatics 2007, 40: 688-697. PMID: 17600771, PMCID: PMC2170520, DOI: 10.1016/j.jbi.2007.05.008.Peer-Reviewed Original ResearchConceptsSupport vector machineRadial Basis Kernel Support Vector MachineKernel support vector machineCross-entropy errorSVM parameter optimizationUnseen test dataSVM kernel typesTraining dataVector machineEvolutionary algorithmGrid searchMean squared errorKernel typeMachineOptimization methodPrediction modelNumber of methodsParameter optimizationTest dataMedical applicationsOptimization parametersMortality prediction modelAlgorithmBest modelApplications
1999
Bound-solvent structures for microgravity-, ground control-, gel- and microbatch-grown hen egg-white lysozyme crystals at 1.8 Å resolution
Dong J, Boggon T, Chayen N, Raftery J, Bi R, Helliwell J. Bound-solvent structures for microgravity-, ground control-, gel- and microbatch-grown hen egg-white lysozyme crystals at 1.8 Å resolution. Acta Crystallographica Section D, Structural Biology 1999, 55: 745-52. PMID: 10089304, DOI: 10.1107/s0907444998016047.Peer-Reviewed Original ResearchConceptsHen egg white lysozymeX-ray dataAdvanced Protein Crystallization FacilityDifferent crystallization methodsLysozyme crystalsCrystal growth environmentProtein structureHen egg-white lysozyme crystalsEgg white lysozymeCrystallization methodProtein crystalsGelÅ resolutionCrystalsMicrogravity Spacelab (LMS) missionCrystallizationCrystallization FacilityAgarose gelStructureDiffusion methodPhase boundaryPhysics statesOilNumber of methodsLysozyme
This site is protected by hCaptcha and its Privacy Policy and Terms of Service apply