Yuqian Chen
According to our database1,
Yuqian Chen
authored at least 21 papers
between 2015 and 2024.
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Bibliography
2024
Cross-domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction.
CoRR, 2024
2023
Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation.
NeuroImage, June, 2023
Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions.
Medical Image Anal., April, 2023
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance.
CoRR, 2023
TractCloud: Registration-Free Tractography Parcellation with a Novel Local-Global Streamline Point Cloud Representation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
A Deep Network for Explainable Prediction of Non-imaging Phenotypes Using Anatomical Multi-view Data.
Proceedings of the Computational Diffusion MRI - 14th International Workshop, 2023
Tractography-Based Parcellation of Cerebellar Dentate Nuclei via a Deep Nonnegative Matrix Factorization Clustering Method.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
DEEPRGVP: A novel microstructure-informed supervised contrastive learning framework for automated identification of the retinogeniculate pathway using dMRI tractography.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Tractgraphcnn: Anatomically Informed Graph CNN for Classification Using Diffusion MRI Tractography.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
White matter association tracts underlying language and theory of mind: An investigation of 809 brains from the Human Connectome Project.
NeuroImage, 2022
A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography.
CoRR, 2022
DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation.
CoRR, 2022
White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Celltrack R-CNN: A Novel End-To-End Deep Neural Network For Cell Segmentation And Tracking In Microscopy Images.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2017
Enhancing performance of P300-Speller under mental workload by incorporating dual-task data during classifier training.
Comput. Methods Programs Biomed., 2017
2015
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
A study of effect of N-back and arithmetic mental workload on performance of P300-Speller.
Proceedings of the IEEE 7th International Conference on Awareness Science and Technology, 2015