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Biology has become a data-rich science. Modern high-throughput experimental techniques can make simultaneous measurements of vast numbers of biological molecules and their interactions. These measurements can be taken at different times during some biological process, resulting in time-series data. My research group works on the interpretation of these datasets by building predictive models of biological systems using computer algorithms. We have developed methods to uncover the patterns underlying gene expression changes in time and to uncover the complex network of molecular interactions between DNA and proteins which regulate this process. We are also interested in how biological systems change and adapt over much longer evolutionary time-scales using phylogenetic models.
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论文共 204 篇作者统计合作学者相似作者
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CLINICAL AND EXPERIMENTAL ALLERGY (2024)
Sokratia Georgaka, William Geraint Morgans, Qian Zhao, Diego Sanchez Martinez, Amin Ali,Mohamed Ghafoor, Syed-Murtuza Baker,Robert Bristow,Mudassar Iqbal,Magnus Rattray
bioRxiv (Cold Spring Harbor Laboratory) (2023)
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Scientific reportsno. 1 (2023): 22796-22796
biorxiv(2023)
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Chenfu Shi, Danyun Zhao,Stefano Rossi,Antonios Frantzeskos,James Ding,Carlo Ferrazzano, Charlotte Wynn, Ryan Hum, Ellie Richards, Muskan Gupta,Chuan Fu Yap,Darren Plant,
medRxiv (Cold Spring Harbor Laboratory) (2023)
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Nigel Hammond,Syed Murtuza Baker,Sokratia Georgaka, Ali Al-Anbaki,Elliot Jokl,Kara Simpson,Varinder Athwal,Ajith K. Siriwardena, Harry Spiers,Michael J. Dixon,Nicoletta Bobola,Andrew D Sharrocks,
bioRxiv (Cold Spring Harbor Laboratory) (2023)
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