Fig. 1: Proposed computational pipeline for precision mapping and spatial heterogeneity analyses. | Nature Cancer

Fig. 1: Proposed computational pipeline for precision mapping and spatial heterogeneity analyses.

From: The artificial intelligence-based model ANORAK improves histopathological grading of lung adenocarcinoma

Fig. 1

a, The deep learning network architecture for growth pattern segmentation integrating inputs over multiple spatial resolutions and delivering pixel-wise delineations. b, Overview of all the cohorts and available data. c, Downstream analyses enabled by the AI method, including abundance quantification, risk stratification and morphological and spatial heterogeneity analyses. PPM, Pyramid Pooling Module; Lep., lepidic; Pap., papillary; Aci., acinar; Cri., cribriform; Mic., micropapillary; Sol., solid; NA, not applicable.

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