Zhifen Guo

A transfer learning-based multimodal neural network combining metadata and multiple medical images for glaucoma type diagnosis

Yi Li, Yujie Han, Zihan Li et al. · Scientific Reports · 2023 · 18 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +22

A dual transfer learning method based on 3D-CNN and vision transformer for emotion recognition

Zhifen Guo, Jiao Wang, Bin Zhang et al. · Applied Intelligence · 2024 · 18 citations

Deep neural network classification of EEG data in schizophrenia

Zhifen Guo, Lezhou Wu, Yun Li et al. · 2021 IEEE 10th Data Driven Control and Learning Systems Conference (DDCLS) · 2021 · 13 citations

World Health Organization, Neuropsychology, Convolutional Neural Network +18

Investigating the interpretability of schizophrenia EEG mechanism through a 3DCNN-based hidden layer features aggregation framework

Zhifen Guo, Jiao Wang, Tianyu Jing et al. · Computer Methods and Programs in Biomedicine · 2024 · 13 citations