Fangzhan Guan

Neuropathologist-level integrated classification of adult-type diffuse gliomas using deep learning from whole-slide pathological images

Weiwei Wang, Yuanshen Zhao, Lianghong Teng et al. · Nature Communications · 2023 · 58 citations · Full text

Convolutional Neural Network, Engineering, Whole-slide Imaging +27

Radiomic features from dynamic susceptibility contrast perfusion-weighted imaging improve the three-class prediction of molecular subtypes in patients with adult diffuse gliomas

Dongling Pei, Fangzhan Guan, Xuanke Hong et al. · European Radiology · 2023 · 17 citations

Neuro-oncology, Engineering, Medical Imaging +15

Improving Noninvasive Classification of Molecular Subtypes of Adult Gliomas With Diffusion‐Weighted <scp>MR</scp> Imaging: An Externally Validated Machine Learning Algorithm

Yang Guo, Zeyu Ma, Dongling Pei et al. · Journal of Magnetic Resonance Imaging · 2023 · 13 citations

Diffusion tensor imaging‐based machine learning for <scp>IDH</scp> wild‐type glioblastoma stratification to reveal the biological underpinning of radiomic features

Zilong Wang, Fangzhan Guan, Wenchao Duan et al. · CNS Neuroscience & Therapeutics · 2023 · 12 citations · Full text

Biological underpinnings of radiomic magnetic resonance imaging phenotypes for risk stratification in IDH wild-type glioblastoma

Fangzhan Guan, Zilong Wang, Yuning Qiu et al. · Journal of Translational Medicine · 2023 · 11 citations · Full text