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bioRxiv (Cold Spring Harbor Laboratory)
PatternExtract: A facile, scalable pipeline for point pattern generation from spatial imaging data
June 2025 • Shruti Sridhar, Gayatri Kumar, Siddham Jasoria, Ziwei Meng, Patrick Jaynes, Vaibhav Rajan, David W. Scott, Claudio Tripodo, Kasthuri Kannan, Anand D.…
Abstract We present PatternExtract, an open-source pipeline that generates accurate spatial point patterns from RGB pathology images and cell coordinate data without relying on composite channels or proprietary software. Using a novel two-kernel tissue segmentation method combined with automated pixel classification in QuPath, PatternExtract precisely excludes tissue artifacts such as necrosis and blood vessels to define spatial windows. Optimized on 568 diffuse large B-cell lymphoma images and validated on an ind…
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