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Xinwei Luo

Junior Machine Learning Researcher specializing in medical imaging and retinal disease diagnosis

Lehigh UniversityLehigh UniversityBethlehem, PAJunior LevelWorks On-Site

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Experience

Ph.D. StudentLehigh University · Jun 2022 – Present
Visiting StudentPerelman School of Medicine, University of Pennsylvania · Nov 2023 – Present

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Education

Lehigh Universitydoctorate, Computer Engineering
Lehigh Universitymaster, Electrical Engineering (2022)
Sichuan Universitybachelor, Electronic Information Engineering (2019)

Skills

Machine LearningDeep LearningComputer VisionNeural NetworksFeature EngineeringData PreprocessingRandom ForestXGBoostMedical Image AnalysisRetinal Disease ClassificationEye Disease ScreeningMultimodal LearningMulti-View LearningContrastive LearningHierarchical Contrastive Learning

Languages

English

Certifications

University of Pennsylvania

Publications

5 publications

Retinal imaging and ophthalmology AIMedical image segmentation and classificationMultimodal and multi-view learningBrain network analysis with graph neural networksPrivacy-preserving machine learning (homomorphic encryption)

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Xinwei LuoJunior Machine Learning Researcher specializing in medical imaging and retinal disease diagnosis