Generalization of deep learning models for ultra-low-count amyloid PET/MRI using transfer learning

Purpose We aimed to evaluate the performance of deep learning-based generalization of ultra-low-count amyloid PET/MRI enhancement when applied to studies acquired with different scanning hardware and protocols. Methods Eighty simultaneous [ 18 F]florbetaben PET/MRI studies were acquired, split equal...

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Veröffentlicht in:European journal of nuclear medicine and molecular imaging 2020-12, Vol.47 (13), p.2998-3007
Hauptverfasser: Chen, Kevin T., Schürer, Matti, Ouyang, Jiahong, Koran, Mary Ellen I., Davidzon, Guido, Mormino, Elizabeth, Tiepolt, Solveig, Hoffmann, Karl-Titus, Sabri, Osama, Zaharchuk, Greg, Barthel, Henryk
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Sprache:eng
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