Shangran Qiu

Development and validation of an interpretable deep learning framework for Alzheimer’s disease classification

Shangran Qiu, Prajakta Joshi, Matthew I. Miller et al. · Brain · 2020 · 455 citations · Full text

Unique Alzheimer, Convolutional Neural Network, Engineering +18

Multimodal deep learning for Alzheimer’s disease dementia assessment

Shangran Qiu, Matthew I. Miller, Prajakta Joshi et al. · Nature Communications · 2022 · 321 citations · Full text

Fusion of deep learning models of MRI scans, Mini–Mental State Examination, and logical memory test enhances diagnosis of mild cognitive impairment

Shangran Qiu, Gary H. Chang, Marcello Panagia et al. · Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring · 2018 · 106 citations · Full text

Enhancing magnetic resonance imaging-driven Alzheimer’s disease classification performance using generative adversarial learning

Xiao Zhou, Shangran Qiu, Prajakta Joshi et al. · Alzheimer s Research & Therapy · 2021 · 78 citations · Full text

Assessment of knee pain from MR imaging using a convolutional Siamese network

Gary H. Chang, David T. Felson, Shangran Qiu et al. · European Radiology · 2020 · 69 citations · Full text

Image Analysis, Engineering, Medical Imaging +11