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个人简介
I am a statistician with broad interest of application and development of statistical methods for ophthalmology and vision science. I use tools from hierarchical modelling, mixed effect models and multivariate models to address problems of disease prediction and classification using big data: imaging data, clinical data and longitudinally collected data. I am particularly interested in developments of statistical methods in the following three areas: 1) feature selection and statistical classification of retinal disease stages using imaging data, 2) multivariate modelling and classification for longitudinally collected observational clinical data; and 3) information measures for evaluation of surrogate and predictive biomarkers.
研究兴趣
论文共 109 篇作者统计合作学者相似作者
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Ian D Jones,Deirdre A Lane,Robyn R Lotto,David Oxborough,Lis Neubeck,Peter E Penson, Emma Johnston Smith, Aimeris Santos, Emily E McGinn, Aderonke Ajiboye, Nicola Town,Gabriela Czanner,
American heart journal (2024): 164-177
Martina Billichova, Lauren Joyce Coan,Silvester Czanner, Monika Kovacova, Fariba Sharifian,Gabriela Czanner
PLOS ONEno. 1 (2024): e0297190-e0297190
Fadi Alfaqawi,Luca Pagano,Esmaeil M Arbabi,Vito Romano, Ahmed Al-Maskari,Gabriela Czanner,Stephen Kaye
BMJ open ophthalmologyno. Suppl 1 (2023)
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INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCEno. 8 (2023)
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Gait & Posture (2023): S232-S233
Survey of Ophthalmologyno. 1 (2023): 17-41
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