Interpretable deep learning uncovers cellular properties in label-free live cell images that are predictive of highly metastatic melanoma
Zaritsky, Assaf, Jamieson, Andrew R., Welf, Erik S., Nevarez, Andres, Cillay, Justin, Eskiocak, Ugur, Cantarel, Brandi L., Danuser, Gaudenz
Published in Cell systems (21.07.2021)
Published in Cell systems (21.07.2021)
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Journal Article
Interpretable deep learning of label-free live cell images uncovers functional hallmarks of highly-metastatic melanoma
Zaritsky, Assaf, Jamieson, Andrew R, Welf, Erik S, Nevarez, Andres, Cillay, Justin, Eskiocak, Ugur, Cantarel, Brandi L, Danuser, Gaudenz
Published in bioRxiv (15.05.2020)
Published in bioRxiv (15.05.2020)
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Direct Arp2/3-vinculin binding is essential for cell spreading, but only on compliant substrates and in 3D
Isogai, Tadamoto, Dean, Kevin M, Roudot, Philippe, Shao, Qiuyan, Cillay, Justin D, Welf, Erik S, Driscoll, Meghan K, Royer, Shaina P, Mittal, Nikhil, Bo-Jui Chang, Han, Sangyoon J, Fiolka, Reto, Danuser, Gaudenz
Published in bioRxiv (04.09.2019)
Published in bioRxiv (04.09.2019)
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