Computer-Aided Laser Dissection: A Microdissection Workflow Leveraging Image Analysis Tools

计算机辅助激光解剖:利用图像分析工具的显微解剖工作流程

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作者:Jason D Hipp, Donald J Johann, Yun Chen, Anant Madabhushi, James Monaco, Jerome Cheng, Jaime Rodriguez-Canales, Martin C Stumpe, Greg Riedlinger, Avi Z Rosenberg, Jeffrey C Hanson, Lakshmi P Kunju, Michael R Emmert-Buck, Ulysses J Balis, Michael A Tangrea2

Conclusions

The CALD methodology demonstrates the integration of image analysis tools with the microdissection workflow and shows the potential impact to clinical and life science applications.

Methods

To improve the efficiency of the cellular identification process, we describe a microdissection workflow that leverages recently developed and open source image analysis algorithms referred to as computer-aided laser dissection (CALD). CALD permits a computer algorithm to identify the cells of interest and drive the dissection process.

Results

We describe several "use cases" that demonstrate the integration of image analytic tools probabilistic pairwise Markov model, ImageJ, spatially invariant vector quantization (SIVQ), and eSeg onto the ThermoFisher Scientific ArcturusXT and Leica LMD7000 microdissection platforms. Conclusions: The CALD methodology demonstrates the integration of image analysis tools with the microdissection workflow and shows the potential impact to clinical and life science applications.

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