Yuqian Chen

发表

DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation

N. Makris, Weidong (Tom) Cai, Y. Rathi, 2022, ArXiv.

White matter association tracts underlying language and theory of mind: An investigation of 809 brains from the Human Connectome Project

Alexandra J. Golby, Yogesh Rathi, Nikos Makris, 2021, NeuroImage.

White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning

Yang Song, N. Makris, A. Golby, 2022, MICCAI.

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

Yang Song, N. Makris, A. Golby, 2022, 2207.08975.

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

Yang Song, N. Makris, A. Golby, 2022, ArXiv.

DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation

N. Makris, Weidong (Tom) Cai, Y. Rathi, 2022, ArXiv.

A Novel Supervised Contrastive Regression Framework for Prediction of Neurocognitive Measures Using Multi-Site Harmonized Diffusion MRI Tractography

Suheyla Cetin Karayumak, Steven D. Pieper, N. Makris, 2022, ArXiv.

DEEPRGVP: A novel microstructure-informed supervised contrastive learning framework for automated identification of the retinogeniculate pathway using dMRI tractography

R. Kikinis, N. Makris, A. Golby, 2022, 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI).

TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography

Yang Song, N. Makris, Weidong (Tom) Cai, 2023, ArXiv.

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

Yang Song, N. Makris, A. Golby, 2022, ArXiv.

TractoSCR: a novel supervised contrastive regression framework for prediction of neurocognitive measures using multi-site harmonized diffusion MRI tractography

Suheyla Cetin Karayumak, Steven D. Pieper, N. Makris, 2022, Frontiers in neuroscience.

Tractography-Based Parcellation of Cerebellar Dentate Nuclei via a Deep Nonnegative Matrix Factorization Clustering Method

N. Makris, Y. Rathi, Fan Zhang, 2022, 2211.10107.

Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning

N. Makris, Weidong (Tom) Cai, Y. Rathi, 2022, 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI).

Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation pdf

Yogesh Rathi, Nikos Makris, Tom Weidong Cai, 2021, MICCAI.

Fiber Tract Shape Measures Inform Prediction of Non-Imaging Phenotypes

N. Makris, Weidong (Tom) Cai, Fan Zhang, 2023, ArXiv.

Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation

Yang Song, N. Makris, Weidong (Tom) Cai, 2023, NeuroImage.

Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation

Yang Song, N. Makris, Weidong (Tom) Cai, 2022, NeuroImage.

TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representation

N. Makris, A. Golby, Weidong (Tom) Cai, 2023, MICCAI.

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

Yang Song, N. Makris, A. Golby, 2022, Medical Image Anal..

TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance

Yang Song, N. Makris, A. Golby, 2023, Medical Image Anal..

Celltrack R-CNN: A Novel End-To-End Deep Neural Network For Cell Segmentation And Tracking In Microscopy Images

Fan Zhang, Chaoyi Zhang, Weidong Cai, 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI).

OPC accuracy improvement through deep-learning based etch model

Y. Xi, Yongfa Fan, Yuqian Chen, 2022, Advanced Lithography.

Multitask Deep Learning-Based Whole-Process System for Automatic Diagnosis of Breast Lesions and Axillary Lymph Node Metastasis Discrimination from Dynamic Contrast-Enhanced-MRI: A Multicenter Study.

N. Mao, Heng Ma, H. Xie, 2023, Journal of magnetic resonance imaging : JMRI.

A diffusion MRI tractography atlas for concurrent white matter mapping across Eastern and Western populations

L. Zekelman, Yuqian Chen, J. Rushmore, 2024, Scientific data.