Chenjie Ge
Doktorand vid
Signalbehandling
Chenjie Ge är doktorand i forskargruppen för signalbehandling
Källa: chalmers.se
Visar 14 publikationer
2020
Machine Learning Methods for Image Analysis in Medical Applications, from Alzheimer's Disease, Brain Tumors, to Assisted Living
Chenjie Ge
Doktorsavhandling
2020
Deep semi-supervised learning for brain tumor classification
Chenjie Ge, Irene Yu-Hua Gu, Asgeir Store Jakola et al
BMC Medical Imaging. Vol. 20, p. 11 pages-
Artikel i vetenskaplig tidskrift
2020
Enlarged Training Dataset by Pairwise GANs for Molecular-Based Brain Tumor Classification
Chenjie Ge, Irene Yu-Hua Gu, Asgeir Store Jakola et al
IEEE Access. Vol. 8 (1), p. 22560-22570
Artikel i vetenskaplig tidskrift
2019
Multi-Stream Multi-Scale Deep Convolutional Networks for Alzheimer's Disease Detection using MR Images
Chenjie Ge, Qixun Qu, Irene Yu-Hua Gu et al
Neurocomputing. Vol. 350, p. 60-69
Artikel i vetenskaplig tidskrift
2019
Cross-Modality Augmentation of Brain MR Images Using a Novel Pairwise Generative Adversarial Network for Enhanced Glioma Classification
Chenjie Ge, Irene Yu-Hua Gu, Asgeir Store Jakola et al
Proceedings - International Conference on Image Processing, ICIP. Vol. September, p. 559-563
Paper i proceeding
2019
Multiscale Deep Convolutional Networks for Characterization and Detection of Alzheimer's Disease using MR Images
Chenjie Ge, Qixun Qu, Irene Yu-Hua Gu et al
Proceedings - International Conference on Image Processing, ICIP, p. 789-793
Paper i proceeding
2019
Human Fall Detection using Co-Saliency-Enhanced Deep Recurrent Convolutional Neural Networks
Chenjie Ge, Irene Yu-Hua Gu, Jie Yang
Internationa Research Journal of Engineering and Technology (IRJET). Vol. 6 (9), p. 993-1000
Artikel i vetenskaplig tidskrift
2018
Deep Learning and Multi-Sensor Fusion for Glioma Classification Using Multistream 2D Convolutional Networks
Chenjie Ge, Irene Yu-Hua Gu, Asgeir Jakola et al
, p. 5894-5897
Paper i proceeding
2018
3D Multi-Scale Convolutional Networks for Glioma Grading Using MR Images
Chenjie Ge, Qixun Qu, Irene Yu-Hua Gu et al
2018 IEEE International Conference on Image Processing: Proceedings, p. 141-145
Paper i proceeding
2018
Co-Saliency-Enhanced Deep Recurrent Convolutional Networks for Human Fall Detection in E-Healthcare
Chenjie Ge, Irene Yu-Hua Gu, Jie Yang
, p. 1572-1575
Paper i proceeding
2017
A spiking neural network model for obstacle avoidance in simulated prosthetic vision
Chenjie Ge, Nikola Kasabov, Zhi Liu et al
Information Sciences. Vol. 399 (August 2017), p. 30-42
Artikel i vetenskaplig tidskrift
2017
Human fall detection using segment-level CNN features and sparse dictionary learning
Chenjie Ge, Irene Yu-Hua Gu, Jie Yang
IEEE International workshop on Machine learning for signal processing (MLSP 2017), p. 6-
Paper i proceeding
2016
Co-saliency detection via inter and intra saliency propagation
Chenjie Ge, Keren Fu, Fanghui Liu et al
Signal Processing: Image Communication. Vol. 44, p. 69-83
Artikel i vetenskaplig tidskrift
2015
Co-saliency detection via similarity-based saliency propagation
Chenjie Ge, Keren Fu, Yijun Li et al
2015 IEEE International Conference on Image Processing (ICIP), p. 1845 - 1849
Paper i proceeding
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