基本信息
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职业迁徙
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,Andy Shaw, Hala El-Masri,Gregory Y. H. Lip
AMERICAN HEART JOURNAL (2024): 164-177
A. J. Mitchinson, M. Pogson,G. Czanner, D. Conway, R. R. Wilkinson, M. F. Murphy, I. Siekmann,S. D. Webb
JOURNAL OF THEORETICAL BIOLOGY (2024)
Martina Billichova, Lauren Joyce Coan,Silvester Czanner,Monika Kovacova,Fariba Sharifian,Gabriela Czanner
PLOS ONEno. 1 (2024)
EUROPEAN JOURNAL OF OPHTHALMOLOGYno. 1 (2023): 18-19
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Fadi Alfaqawi,Luca Pagano,Esmaeil M Arbabi,Vito Romano, Ahmed Al-Maskari,Gabriela Czanner,Stephen Kaye
BMJ open ophthalmologyno. Suppl 1 (2023)
INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCEno. 8 (2023)
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Gait & Posture (2023): S232-S233
Survey of Ophthalmologyno. 1 (2023): 17-41
Spring Conference Acoustics 2008 (2023)
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作者统计
#Papers: 109
#Citation: 2290
H-Index: 23
G-Index: 46
Sociability: 6
Diversity: 0
Activity: 1
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