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Fig. 3 | Cancer Imaging

Fig. 3

From: Extracting value from total-body PET/CT image data - the emerging role of artificial intelligence

Fig. 3

Characterising Oncological Heterogeneity through Multiplexed PET Imaging. The figure demonstrates the potential of multiplexed PET imaging technique on a patient with coexistent malignancies: 68Ga-PSMA-positive/ 18F-FDG- negative prostate cancer (refer to PET/CT axial slice) highlighted in green and 18F-FDG-avid metastatic melanoma (refer to coronal slice with prominent 18F-FDG uptake and mild 68Ga-PSMA uptake), highlighted with red arrows. Separate scans using 18F-FDG and 68Ga-PSMA tracers reveal distinct metabolic and molecular patterns corresponding to melanoma and prostate cancer, respectively. The composite image results from diffeomorphic algorithmic synthesis, assigning discrete chromatic channels—red for 18F-FDG and green for 68Ga-PSMA—to each radiotracer, thereby creating a composite image. This multiplexed image merges the two separate datasets into a single, integrated visual field. Manifestations of sole 18F-FDG uptake are visualized in red, 68Ga-PSMA uptake in green, and concomitant tracer accumulation is rendered in shades of yellow, indicating co-expression. 18F-FDG dominant malignancies in the multiplexed images are highlighted with red arrows, while 68Ga-PSMA dominant malignancies are highlighted with green arrows. This technique of image multiplexing, akin to multiplex histopathology, allows for a nuanced characterization of tumoural heterogeneity, providing an intuitive and single-image synopsis of the distinct pathophysiological processes at play

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