2002
Gene expression levels in different stages of progression in oral squamous cell carcinoma.
Kuo W, Jenssen T, Park P, Lingen M, Hasina R, Ohno-Machado L. Gene expression levels in different stages of progression in oral squamous cell carcinoma. AMIA Annual Symposium Proceedings 2002, 415-9. PMID: 12474876, PMCID: PMC2244435.Peer-Reviewed Original ResearchConceptsOral squamous cell carcinomaExpression levelsGene expression studiesGene expression dataGene expression levelsChromosome domainsCancer samplesExpression studiesSquamous cell carcinomaMolecular mechanismsExpression dataGenesMolecular levelProgression of OSCCCell carcinomaGenetic featuresCancer typesCommon cancer typesImportant insightsSignificant differencesSmall panelPatient samplesDifferent stagesProgressionSample types
1997
A comparison of Cox proportional hazards and artificial neural network models for medical prognosis
Ohno-Machado L. A comparison of Cox proportional hazards and artificial neural network models for medical prognosis. Computers In Biology And Medicine 1997, 27: 55-65. PMID: 9055046, DOI: 10.1016/s0010-4825(96)00036-4.Peer-Reviewed Original ResearchConceptsCox proportional hazardsCox modelDisease progressionProportional hazardsCox proportional hazards modelDiagnosis of AIDSProportional hazards modelNegative predictive valuePrognostic accuracyIndividual patientsStudy populationPrognostic toolHazards modelPredictive valuePatientsPrognosisAIDSCharacteristic curveMedical prognosisProgressionPractice of medicineAccurate assessment