P
Peter Chang
Researcher at University of California, Irvine
Publications - 76
Citations - 3532
Peter Chang is an academic researcher from University of California, Irvine. The author has contributed to research in topics: Convolutional neural network & Deep learning. The author has an hindex of 24, co-authored 70 publications receiving 2410 citations. Previous affiliations of Peter Chang include Columbia University & Columbia University Medical Center.
Papers
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Journal ArticleDOI
Requirements for Both Rac1 and Cdc42 in Membrane Ruffling and Phagocytosis in Leukocytes
TL;DR: In this article, the authors demonstrate differential requirements for Rho family GTPases in leukocyte motility, and indicate that both Rac1 and Cdc42 are required for Fc γ receptor mediated phagocytosis and for membrane ruffling mediated by structurally distinct receptors in macrophages.
Journal ArticleDOI
Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas
Peter Chang,Jack Grinband,Brent D. Weinberg,Michelle Bardis,M Khy,Gilbert Cadena,M-Y Su,Soonmee Cha,Christopher G. Filippi,Daniela A. Bota,Pierre Baldi,Laila M. Poisson,Rajan Jain,Daniel S. Chow +13 more
TL;DR: For The Cancer Imaging Archives dataset, machine-learning approaches allow classification of individual genetic mutations of both low- and high-grade gliomas and relevant MR imaging features acquired from an added dimensionality-reduction technique demonstrate that neural networks are capable of learning key imaging components without prior feature selection or human directed training.
Journal ArticleDOI
Tyrosine phosphorylation of the gamma subunit of Fc gamma receptors, p72syk, and paxillin during Fc receptor-mediated phagocytosis in macrophages.
TL;DR: The coordinated tyrosine phosphorylation of the gamma subunit of macrophage Fc receptors, the tyrosin kinase syk, and the cytoskeletal-associated protein, paxillin, may be important steps in integrating signals between Fc receptor and the underlying cytoskeleton.
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Tyrosine phosphorylation is required for Fc receptor-mediated phagocytosis in mouse macrophages.
TL;DR: It is suggested that tyrosine phosphorylation is a critical signaling event that underlies Fc receptor-mediated phagocytosis in mouse macrophages, and is necessary for the engulfment per se.
Journal ArticleDOI
Hybrid 3D/2D Convolutional Neural Network for Hemorrhage Evaluation on Head CT
Peter Chang,Edward Kuoy,Jack Grinband,Brent D. Weinberg,Matthew Thompson,Richelle L. Homo,Jefferson Chen,Hermelinda Abcede,Mohammad Shafie,Leo P. Sugrue,Christopher G. Filippi,Min-Ying Su,Wengui Yu,Christopher P. Hess,Daniel S. Chow +14 more
TL;DR: Demonstrated high performance on prospective NCCTs ordered from the emergency department suggests the clinical viability of the proposed deep learning tool in the detection and quantification of hemorrhage on NCCT.