Towards AI Lesion Tracking in PET/CT Imaging: A Siamese-based CNN Pipeline applied on PSMA PET/CT Scans

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...

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Veröffentlicht in:	arXiv.org 2024-07
Hauptverfasser:	Hein, Stefan P, Schultheiss, Manuel, Gafita, Andrei, Zaum, Raphael, Yagubbayli, Farid, Tauber, Robert, Rauscher, Isabel, Eiber, Matthias, Pfeiffer, Franz, Weber, Wolfgang A
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Classification Computed tomography Heterogeneity Lesions Medical imaging Metastasis Positron emission Tracking Tumors
Online-Zugang:	Volltext
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