Direct inference of Patlak parametric images in whole-body PET/CT imaging using convolutional neural networks - Zaker, Neda; Haddad, Kamal; Faghihi, Reza; Arabi, Hossein; Zaidi, Habib (European journal of nuclear medicine and molecular imaging, 2022)
Keywords: Advanced Image Analyses (Radiomics and Artificial Intelligence); Artificial neural networks; Bias; Brain cancer; Cardiology; Computed tomography; Data acquisition; Datasets; Deep learning; Error reduction; Feasibility studies; Fluorodeoxyglucose F18; Humans; Image acquisition; Image Processing, Computer-Assisted - methods; Imaging; Inspection; Lesions; Liver cancer; Lung cancer; Medical imaging; Medicine; Medicine & Public Health; Neural networks; Neural Networks, Computer; Neuroimaging; Nuclear Medicine; Oncology; Original; Original Article; Orthopedics; Performance evaluation; Positron emission; Positron emission tomography; Positron Emission Tomography Computed Tomography - methods; Positron-Emission Tomography - methods; Radiology; Root-mean-square errors; Signal to noise ratio; Tomography; Training; Whole Body Imaging - methods; Deep learning; Dynamic PET imaging; Patlak analysis; Lesion detectability; Clinical oncology