2001
A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions
Dreiseitl S, Ohno-Machado L, Kittler H, Vinterbo S, Billhardt H, Binder M. A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions. Journal Of Biomedical Informatics 2001, 34: 28-36. PMID: 11376540, DOI: 10.1006/jbin.2001.1004.Peer-Reviewed Original ResearchConceptsArtificial neural networkDichotomous problemNearest neighborsDifferent classification tasksSpecific classification problemMachine learning methodsMachine-learning methodsClassification taskClassification problemNeural networkLearning methodsDecision tressPigmented skin lesionsVector machineDecision treeTaskNeighborsSVMMachineNetworkBenchmarksCommon neviMethodExcellent results
2000
Decision trees and fuzzy logic: a comparison of models for the selection of measles vaccination strategies in Brazil.
Ohno-Machado L, Lacson R, Massad E. Decision trees and fuzzy logic: a comparison of models for the selection of measles vaccination strategies in Brazil. AMIA Annual Symposium Proceedings 2000, 625-9. PMID: 11079959, PMCID: PMC2244038.Peer-Reviewed Original Research