Protocol for vision transformer-based evaluation of drug potency using images processed by an optimized Sobel operator

Protocol for vision transformer-based evaluation of drug potency using images processed by an optimized Sobel operator

Summary: Conventional approaches for screening anticancer drugs rely on chemical reactions, which are time consuming, labor intensive, and costly. Here, we present a protocol for label-free and high-throughput assessment of drug efficacy using a vision transformer and a Conv2D. We describe the steps...

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Bibliographic Details
Main Authors: Yongheng Wang, Weidi Zhang, Yi Wu, Chuyuan Qu, Hongru Hu, Teresa Lee, Siyu Lin, Jiawei Zhang, Kit S. Lam, Aijun Wang
Format: Article
Language:English
Published: Elsevier 2023-06-01
Series:STAR Protocols
Subjects:
Biotechnology and bioengineering
Cancer
Computer sciences
High Throughput Screening
Microscopy
Online Access:http://www.sciencedirect.com/science/article/pii/S2666166723002174

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http://www.sciencedirect.com/science/article/pii/S2666166723002174

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