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职业迁徙
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 176 篇作者统计合作学者相似作者
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Immunometabolismno. 2 (2024): e00042-e00042
Jingyi Ma,Khatoun Al Moussawi,Hantao Lou, Hok Fung Chan,Yihua Wang,Joseph Chadwick,Chansavath Phetsouphanh,Elizabeth A. Slee,Shan Zhong,Thomas M. Leissing,Andrew Roth,Xiao Qin, Shuo Chen, Jie Yin,Indrika Ratnayaka, Yang Hu,Pakavarin Louphrasitthiphol,Lewis Taylor,Paulo J. G. Bettencourt, Mary Muers,David R. Greaves,Helen Mcshane,Robert Goldin,Elizabeth J. Soilleux,Mathew L. Coleman,Peter J. Ratcliffe,Xin Lu
Proceedings of the National Academy of Sciences of the United States of Americano. 10 (2024)
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, Teresa Algara, Takako Kono,Sean Beatty,Elena Zaikova,Daniel Lai, Eric Lee, Richard Moore,Andrew J. Mungall,Marc J. Williams,Andrew Roth,Kieran R. Campbell,Sohrab P. Shah,Samuel Aparicio
Genome Biologyno. 1 (2024): 1-32
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,Teresa Algara,Takako Kono,Sean Beatty,Elena Zaikova,Daniel Lai,Eric Lee, Richard Moore,Andrew J. Mungall,Marc J. Williams,Andrew Roth,Kieran R. Campbell,Sohrab P. Shah,Samuel Aparicio
Genome Biologyno. 1 (2024): 1-32
Clementine Sarkozy,Shaocheng Wu,Katsuyoshi Takata,Tomohiro Aoki,Susana B. Neriah,Katy Milne, Talia Goodyear, Celia Strong, Tashi Rastogi, Laura K. Hilton,Daniel Lai, Laurie H. Sehn, Pedro Farinha,Brad H. Nelson,Andrew Weng, Marco Marra,David W. Scott,Jeffrey W. Craig,Christian Steidl,Andrew Roth
Cancer cellno. 9 (2024): 1630-1630
Tomohiro Aoki,Aixiang Jiang,Alexander Xu,Yifan Yin,Alicia Gamboa,Katy Milne,Katsuyoshi Takata,Tomoko Miyata-Takata,Shanee Chung,Shinya Rai,Shaocheng Wu, Mary Warren, Celia Strong,Talia Goodyear, Kayleigh Morris,Lauren C. Chong,Monirath Hav,Anthony R. Colombo,Adele Telenius,Merrill Boyle,Susana Ben-Neriah,Maryse Power,Alina S. Gerrie,Andrew P. Weng,Aly Karsan,Andrew Roth,Pedro Farinha,David W. Scott,Kerry J. Savage,Brad H. Nelson,Akil Merchant,Christian Steidl
Journal of Clinical Oncologyno. 9 (2024): 1077-1087
biorxiv(2024)
Thomas M Carroll,Joseph A Chadwick,Richard P Owen,Michael J White,Joseph Kaplinsky,Iliana Peneva,Anna Frangou,Phil F Xie,Jaeho Chang,Andrew Roth, Bob Amess, Sabrina A James,Margarida Rei, Hannah S Fuchs,Katy J McCann,Ayo O Omiyale,Brittany-Amber Jacobs,Simon R Lord, Stewart Norris-Bulpitt,Sam T Dobbie,Lucinda Griffiths,Kristen Aufiero Ramirez,Toni Ricciardi,Mary J Macri,Aileen Ryan,Ralph R Venhaus,Benoit J Van den Eynde,Ioannis Karydis,Benjamin Schuster-Böckler,Mark R Middleton,Xin Lu
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作者统计
#Papers: 176
#Citation: 13904
H-Index: 50
G-Index: 106
Sociability: 7
Diversity: 3
Activity: 176
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