2024
Elevating Ocular Diagnosis: Harnessing the Power of EfficientNet for Eye Disease Classification
Mohith V, Raja K, Oviya I. Elevating Ocular Diagnosis: Harnessing the Power of EfficientNet for Eye Disease Classification. 2024, 00: 1-6. DOI: 10.1109/aiiot58432.2024.10574627.Peer-Reviewed Original ResearchNeural network designDeep learning methodsMedical image processingAutomated diagnostic toolLearning methodsImage processingAccuracy rateField of ophthalmologyNetwork designHealthcare technologiesOverall accuracy rateSpectrum of medical conditionsDiabetic retinopathyOcular illnessEye conditionsTreatment planningDisease classificationMedical conditionsDiagnostic toolImprove patient careEfficientNetDiverse spectrumEyesPreprocessingTechnology integration
2009
Pancreatic Cyst Fluid Protein Expression Profiling for Discriminating Between Serous Cystadenoma and Intraductal Papillary Mucinous Neoplasm
Allen P, Qin L, Tang L, Klimstra D, Brennan M, Lokshin A. Pancreatic Cyst Fluid Protein Expression Profiling for Discriminating Between Serous Cystadenoma and Intraductal Papillary Mucinous Neoplasm. Annals Of Surgery 2009, 250: 754-760. PMID: 19806054, PMCID: PMC4556365, DOI: 10.1097/sla.0b013e3181bd7f20.Peer-Reviewed Original ResearchConceptsSerous cystadenomaProtein expressionMucinous cystsCyst fluid of patientsDifferential protein expressionIntraductal papillary mucinous neoplasmCyst fluidBenign serous cystadenomaPapillary mucinous neoplasmFluid of patientsNoninvasive IPMNOperative resectionMucinous neoplasmsPancreatic cancerUnsupervised cluster analysisIPMNBiomarker panelMain ductPatientsCystsCystadenomaResectionMultiplex assayDown-regulationOverall accuracy rate
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