Tengfei Xue

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.

TractoFormer: A Novel Fiber-level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers

C. Westin, Weidong (Tom) Cai, Y. Rathi, 2022, MICCAI.

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.

Age Prediction Performance Varies Across Deep, Superficial, and Cerebellar White Matter Connections

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

GeoLab: Geometry-based Tractography Parcellation of Superficial White Matter

Nicole Labra Avila, Fan Zhang, Lauren J. O’Donnell, 2023, ArXiv.

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 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..

Age Prediction Performance Varies Across Deep, Superficial, and Cerebellar White Matter Connections

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

A Registration- and Uncertainty-based Framework for White Matter Tract Segmentation With Only One Annotated Subject

R. Kikinis, C. Westin, Fan Zhang, 2023, arXiv.org.