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个人简介
Research Interest
My research is primarily focused on the development and application of statistical and machine learning methods for analysing cancer omics data. The methods I develop leverage probabilistic graphical models and non-parametric Bayesian methods to extract biologically interpretable quantities from complex datasets. I am also interested in developing computationally efficient inference algorithms to fit these models. I am particularly interested in variational and sequential Monte Carlo methods. These two themes support the ultimate goal of my research which is to understand evolutionary cancer biology.
My research is primarily focused on the development and application of statistical and machine learning methods for analysing cancer omics data. The methods I develop leverage probabilistic graphical models and non-parametric Bayesian methods to extract biologically interpretable quantities from complex datasets. I am also interested in developing computationally efficient inference algorithms to fit these models. I am particularly interested in variational and sequential Monte Carlo methods. These two themes support the ultimate goal of my research which is to understand evolutionary cancer biology.
研究兴趣
论文共 175 篇作者统计合作学者相似作者
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Immunometabolismno. 2 (2024): e00042-e00042
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICAno. 10 (2024): e2309957121-e2309957121
Clinical gerontologistpp.1-11, (2024)
Farhia Kabeer,Hoa Tran,Mirela Andronescu, Gurdeep Singh,Hakwoo Lee,Sohrab Salehi,Beixi Wang,Justina Biele,Jazmine Brimhall,David Gee, Viviana Cerda,Ciara O’Flanagan,
Genome Biologyno. 1 (2024): 1-32
crossref(2023)
crossref(2023)
Peer Community Journalpp.1-44, (2023)
Farhia Kabeer, Goldman Lam, Naila Adam,Maxwell Douglas,Amal El-Naggar,Forouh Kalantari, Mengke Han,Vinci Au, Michael Van Vliet,Cindy Shen, Sean Beaty,Daniel Lai,
CANCER RESEARCHno. 7 (2023)
Farhia Kabeer, Goldman Lam, Naila Adam,Maxwell Douglas,Amal M. El-Naggar,Forouh Kalantari, Mengke Han,Vinci Au, Michael Van Vliet,Cindy Shen, Sean D. Beaty,Daniel T. H. Lai,
Cancer Researchno. 7_Supplement (2023): 2182-2182
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作者统计
#Papers: 179
#Citation: 13733
H-Index: 48
G-Index: 117
Sociability: 7
Diversity: 0
Activity: 2
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