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个人简介
I'm a PhD student at the University of Toronto. I'm part of the Computer Science Department, and I research computational biology under Alan Moses.
I focus on unsupervised machine learning techniques for the analysis of microscopy images. I believe that microscopy images contain rich information about biology, but they're underused because analysis of these images has traditionally been subjective and time-consuming, requiring biologists to look at each image manually. This approach is incompatible with current technologies, where robots can take tens of thousands of images in a single experiment.
I focus on unsupervised machine learning techniques for the analysis of microscopy images. I believe that microscopy images contain rich information about biology, but they're underused because analysis of these images has traditionally been subjective and time-consuming, requiring biologists to look at each image manually. This approach is incompatible with current technologies, where robots can take tens of thousands of images in a single experiment.
研究兴趣
论文共 24 篇作者统计合作学者相似作者
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Cell Systems (2024)
Nature Communicationsno. 1 (2024): 1-12
Iva Pritišanac,T. Reid Alderson, Đesika Kolarić,Taraneh Zarin, Shuting Xie,Alex X. Lu,Aqsa Alam, Abdullah Maqsood, Ji-Young Youn,Julie D. Forman-Kay,Alan M. Moses
biorxiv(2024)
biorxiv(2024)
arxiv(2024)
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biorxiv(2023)
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bioRxiv (Cold Spring Harbor Laboratory) (2023)
Aashaka Desai, Lauren Berger, Fyodor O. Minakov,Vanessa Milan, Chinmay Singh, Kriston Pumphrey,Richard E. Ladner,Hal Daumé III,Alex X. Lu,Naomi Caselli,Danielle Bragg
arXiv (Cornell University) (2023)
bioRxiv (Cold Spring Harbor Laboratory) (2023)
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