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个人简介
Prof. Przulj is renowned for initiating extraction of biological knowledge purely from wiring patterns (topology) of "Big Data" real-world networks. That is, she views the wiring patterns of large and complex molecular networks, disease ontologies, clinical patient data, drug-drug and drug-target interaction networks etc., as a new source of information that complements the genetic sequence data and needs to be mined to gain deeper biomedical understanding. Her recent work includes designing machine learning methods for integration of heterogeneous biomedical and molecular data, applied to advancing biological and medical knowledge. She also applies her methods to economics. She is a member of the Editorail Board of Bioinformatics (Oxford Journals), Scientific Reports (Nature Publishing Group), and the Proceedings / Area Chair of Protein Interactions and Molecular Networks track at ISMB/ECCB 2015 and ISMB 2016.
研究兴趣
论文共 118 篇作者统计合作学者相似作者
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HAL (Le Centre pour la Communication Scientifique Directe) (2023)
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biorxiv(2023)
bioRxiv (Cold Spring Harbor Laboratory) (2023)
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Katarina Mihajlović, Gaia Ceddia, Nöel Malod-Dognin,Gabriela Novak,Dimitrios Kyriakis,Alexander Skupin,Nataša Pržulj
biorxiv(2023)
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PloS oneno. 4 (2023): e0284084-e0284084
Andreas Maier,Michael Hartung,Mark Abovsky, Klaudia Adamowicz,Gary D. Bader, Sylvie Baier,David B. Blumenthal,Jing Chen,Maria L. Elkjaer, Carlos Garcia-Hernandez,Markus Hoffmann,Igor Jurisica,
ArXiv (2023)
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bioRxiv (Cold Spring Harbor Laboratory) (2023)
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Myriam Patricia Cifuentes, Clara Mercedes Suarez,Ricardo Cifuentes,Noel Malod-Dognin,Sam Windels, Jose Fernando Valderrama,Paul D Juarez,R Burciaga Valdez,Cynthia Colen,Charles Phillips,Aramandla Ramesh,Wansoo Im,
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