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Towards AI Lesion Tracking in PET/CT Imaging: A Siamese-based CNN Pipeline applied on PSMA PET/CT Scans
June 14, 2024, 4:48 a.m. | Stefan P. Hein, Manuel Schultheiss, Andrei Gafita, Raphael Zaum, Farid Yagubbayli, Isabel Rauscher, Matthias Eiber, Franz Pfeiffer, Wolfgang A. Weber
cs.CV updates on arXiv.org arxiv.org
Abstract: Assessing tumor response to systemic therapies is one of the main applications of PET/CT. Routinely, only a small subset of index lesions out of multiple lesions is analyzed. However, this operator dependent selection may bias the results due to possible significant inter-metastatic heterogeneity of response to therapy. Automated, AI based approaches for lesion tracking hold promise in enabling the analysis of many more lesions and thus providing a better assessment of tumor response. This work …
abstract applications arxiv bias cnn cs.cv eess.iv however imaging index multiple pet physics.med-ph pipeline results scans small tracking type
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