Radiomics: a novel feature extraction method for brain neuron degeneration disease using 18F-FDG PET imaging and its implementation for Alzheimer's disease and mild cognitive impairment.
Yupeng LiJie-Hui JiangJiaying LuJuanjuan JiangHuiwei ZhangChuantao ZuoPublished in: Therapeutic advances in neurological disorders (2019)
The research in this paper proved that the novel approach based on high-order radiomic features extracted from 18F-FDG PET brain images that can be used for AD and MCI computer-aided diagnosis.
Keyphrases
- pet imaging
- mild cognitive impairment
- cognitive decline
- positron emission tomography
- deep learning
- pet ct
- resting state
- white matter
- healthcare
- computed tomography
- convolutional neural network
- optical coherence tomography
- squamous cell carcinoma
- lymph node metastasis
- multiple sclerosis
- magnetic resonance imaging
- quality improvement
- contrast enhanced
- brain injury