Chiang Lab Department of Computational Medicine at UCLA David Geffen School of Medicine
Undergraduate Researcher UCLA Student Researcher Program
November 2023 - present
company
Chiang Lab Department of Computational Medicine at UCLA David Geffen School of Medicine
title
Undergraduate Researcher UCLA Student Researcher Program
overview
- November 2023 - Present
- Creating novel solutions to automate diagnosis of age-related macular degeneration through machine learning segmentation models and exploring self-supervised contrastive learning for improved training
- Trained models to predict the outcome of patients showing signs of macular degeneration through time-series imaging data, allowing for detection of wet AMD and treatment delaying of severe AMD
U
UCLA Biomedical Engineering Society
Design Team Software Sub-Team Lead
September 2022 - present
C
Computational Intelligence in Biomedical Imaging Laboratory National Taiwan University
Visiting Undergraduate Researcher
July 2023 - September 2023
I
Intelliances
Machine Learning Engineer Intern
April 2023 - September 2023
Skills
Languages
ChineseEnglish
Skills
AlgorithmsAmazon Web ServicesArtificial IntelligenceArtificial Neural NetworksAutoCADAutomationBioinformaticsBiologyBiomedical EngineeringBioMedicineBionicsCircuit DesignComputer ProgrammingConstructionC++ (Programming Language)Data ManagementData ScienceDeep LearningElectrical TransformersEntrepreneurshipGeneticsGitGithubImage ProcessingImagingInformation TechnologyJava (Programming Language)Knowledge of ElectrocardiographyKnowledge of EngineeringKnowledge of MedicineLesionMachine LearningMedical ImagingMicrosoft AzureMicrosoft ExcelMicrosoft PowerPointMicrosoft WordMobile Device ManagementNeurosciencePandasPhysiologyProbability and StatisticsPython (Programming Language)PytorchResearch SkillsRisk AnalysisSciencesScikit LearnSignal ProcessingSoftware EngineeringSolidWorks (CAD)SQL DatabasesStreamlineSystems BiologyTensorflowTime SeriesX-Ray Computed Tomography