Triple modality image reconstruction of PET data using SPECT, PET, CT information increases lesion uptake in images of patients treated with radioembolization with [Formula: see text] micro-spheres.
Daniel DeiddaAna M Denis-BacelarAndrew J FenwickKelley M FerreiraWarda HeetunBrian F HuttonDaniel R McGowanAndrew P RobinsonJames ScuffhamKris ThielemansRobert TwymanPublished in: EJNMMI physics (2023)
This work proposes the first triple modality reconstruction method and demonstrates up to 69% lesion uptake increase over standard methods with SIRT [Formula: see text]Y patient data. Promising results are expected for other radionuclide combination used in theranostic applications using PET and SPECT.
Keyphrases
- pet ct
- positron emission tomography
- deep learning
- electronic health record
- big data
- smoking cessation
- human milk
- convolutional neural network
- photodynamic therapy
- oxidative stress
- case report
- fluorescence imaging
- data analysis
- machine learning
- artificial intelligence
- computed tomography
- ischemia reperfusion injury
- pet imaging