
Simin Zhang
Articles
Machine Learning Based Identification and Characterization of Mast Cells in Eosinophilic Esophagitis
Oct 29, 2023 |
biorxiv.org | Simin Zhang |Julie M. Caldwell |Mark Rochman |Margaret Collins
AbstractBackground: Eosinophilic esophagitis (EoE) is diagnosed and monitored using esophageal eosinophil levels; however, EoE also exhibits a marked, understudied esophageal mastocytosis. Objective: Using machine learning, we localized and characterized esophageal mast cells to decipher their potential role in disease pathology.
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Apr 11, 2023 |
mdpi.com | Simin Zhang
Open AccessArticlebyYe Han 1, Simin Zhang 1 and Fei He 2,* 1College of Information Technology, Jilin Agricultural University, Changchun 130012, China2College of Information of Science and Technology, Northeast Normal University, Changchun 130012, China*Author to whom correspondence should be addressed.
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Feb 22, 2023 |
opg.optica.org | Ziyao Su |Carmen S. Menoni |Enam A. Chowdhury |Simin Zhang
AbstractMultilayer dielectric (MLD) gratings with high diffraction efficiency and a high laser-induced damage (LID) threshold for pulse compressors are key to scaling the peak and average power of chirped pulse amplification lasers. However, surface defects introduced by manufacturing, storage, and handling processes can reduce the LID resistance of MLD gratings and impact the laser output. The underlying mechanisms of such defect-initiated LID remain unclear, especially in the femtosecond regime.
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