M
Matheus P. Viana
Researcher at University of California, Irvine
Publications - 90
Citations - 3736
Matheus P. Viana is an academic researcher from University of California, Irvine. The author has contributed to research in topics: Complex network & Mitochondrion. The author has an hindex of 26, co-authored 88 publications receiving 3031 citations. Previous affiliations of Matheus P. Viana include IBM & University of São Paulo.
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Journal ArticleDOI
Analyzing and Modeling Real-World Phenomena with Complex Networks: A Survey of Applications
Luciano da Fontoura Costa,Osvaldo N. Oliveira,Gonzalo Travieso,Francisco A. Rodrigues,Paulino Ribeiro Villas Boas,Lucas Antiqueira,Matheus P. Viana,Luis E. C. Rocha +7 more
TL;DR: A diversity of phenomena are surveyed, which may be classified into no less than 11 areas, providing a clear indication of the impact of the field of complex networks.
Journal ArticleDOI
Analyzing and modeling real-world phenomena with complex networks: a survey of applications
Luciano da Fontoura Costa,Osvaldo N. Oliveira,Gonzalo Travieso,Francisco A. Rodrigues,Paulino Ribeiro Villas Boas,Lucas Antiqueira,Matheus P. Viana,Luis E. C. Rocha +7 more
TL;DR: The success of new scientific areas can be assessed by their potential in contributing to new theoretical approaches and in applications to real-world problems as mentioned in this paper, and complex networks have fared extremely well in both these aspects, with their sound theoretical basis being developed over the years and with a variety of applications.
Journal ArticleDOI
Mechanosensing is critical for axon growth in the developing brain
David E. Koser,Amelia J Thompson,Sarah Foster,Asha Dwivedy,Eva K Pillai,Graham K. Sheridan,Graham K. Sheridan,Hanno Svoboda,Hanno Svoboda,Matheus P. Viana,Luciano da Fontoura Costa,Jochen Guck,Christine E. Holt,Kristian Franze +13 more
TL;DR: Mechanical signals as important regulators of axon pathfinding are identified, suggesting that local tissue stiffness, read out by mechanosensitive ion channels, is critically involved in instructing neuronal growth in vivo.
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Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge.
Mitko Veta,Yujing J. Heng,Nikolas Stathonikos,Babak Ehteshami Bejnordi,Francisco Beca,Thomas Wollmann,Karl Rohr,Manan Shah,Dayong Wang,Mikael Rousson,Martin Hedlund,David Tellez,Francesco Ciompi,Erwan Zerhouni,David Lanyi,Matheus P. Viana,Vassili Kovalev,Vitali Liauchuk,Hady Ahmady Phoulady,Talha Qaiser,Simon Graham,Nasir M. Rajpoot,Erik Sjöblom,Jesper Molin,Kyunghyun Paeng,Sangheum Hwang,Sunggyun Park,Zhipeng Jia,Eric Chang,Yan Xu,Andrew H. Beck,Paul J. van Diest,Josien P. W. Pluim +32 more
TL;DR: The achieved results are promising given the difficulty of the tasks and weakly‐labeled nature of the ground truth, however, further research is needed to improve the practical utility of image analysis methods for this task.
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Mitochondrial network size scaling in budding yeast
Susanne M. Rafelski,Matheus P. Viana,Yi Zhang,Yi Zhang,Yee-Hung M. Chan,Kurt S. Thorn,Phoebe Yam,Jennifer C. Fung,Hao Li,Luciano da Fontoura Costa,Wallace F. Marshall +10 more
TL;DR: It is found that yeast populations achieve a stable scaling relation between mitochondrial content and cell size despite asymmetry in inheritance, and that this scaling relation occurred primarily in the bud.