Chenjie Ge

Showing 18 publications

2022

Introduction to Deep Learning in Clinical Neuroscience

Eddie de Dios, Muhaddisa Barat Ali, Irene Yu-Hua Gu et al
Acta Neurochirurgica, Supplement. Vol. 134, p. 79-89
Book chapter
2021

Deep Feature Clustering for Seeking Patterns in Daily Harmonic Variations

Chenjie Ge, Roger Alves de Oliverra, Irene Yu-Hua Gu et al
IEEE Transactions on Instrumentation and Measurement. Vol. 70, p. 1-10
Journal article
2021

Unsupervised Deep Learning and Analysis of Harmonic Variation Patterns using Big Data from Multiple Locations

Chenjie Ge, Roger Alves De Oliveira, Irene Yu-Hua Gu et al
Electric Power Systems Research. Vol. 194
Journal article
2021

VISUALIZING THE RESULTS FROM UNSUPERVISED DEEP LEARNING FOR THE ANALYSIS OF POWER-QUALITY DATA

Roger Alves De Oliveira, Chenjie Ge, Irene Yu-Hua Gu et al
IET Conference Proceedings. Vol. 2021 (6), p. 653-657
Journal article
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 (1)
Journal article
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
Journal article
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. Vol. 2019-September, p. 789-793
Paper in proceeding
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
Journal article
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
Journal article
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. 2019-September, p. 559-563
Paper in proceeding
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
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, p. 5894-5897
Paper in proceeding
2018

3D Multi-Scale Convolutional Networks for Glioma Grading Using MR Images

Chenjie Ge, Qixun Qu, Irene Yu-Hua Gu et al
Proceedings - International Conference on Image Processing, ICIP, p. 141-145
Paper in proceeding
2018

Co-Saliency-Enhanced Deep Recurrent Convolutional Networks for Human Fall Detection in E-Healthcare

Chenjie Ge, Irene Yu-Hua Gu, Jie Yang
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. Vol. 2018-July, p. 1572-1575
Paper in proceeding
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. Vol. 2017-September, p. 6-
Paper in 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
Journal article
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
Journal article
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 in proceeding

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