Search Results for author: Guanglei Xiong

Found 4 papers, 1 papers with code

GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation

no code implementations8 Apr 2023 Jinming Li, Wentao Zhang, Tian Wang, Guanglei Xiong, Alan Lu, Gerard Medioni

The generated queries naturally serve as interpretable representations of user interests and can be searched to recommend cold-start items.

Language Modelling Recommendation Systems

Implicit Tubular Surface Generation Guided by Centerline

no code implementations9 Jun 2016 Haoyin Zhou, James K. Min, Guanglei Xiong

Most machine learning-based coronary artery segmentation methods represent the vascular lumen surface in an implicit way by the centerline and the associated lumen radii, which makes the subsequent modeling process to generate a whole piece of watertight coronary artery tree model difficult.

Coronary Artery Segmentation Segmentation

Fast Segmentation of Left Ventricle in CT Images by Explicit Shape Regression using Random Pixel Difference Features

no code implementations27 Jul 2015 Peng Sun, Haoyin Zhou, Devon Lundine, James K. Min, Guanglei Xiong

On a dataset consisting of 139 CT volumes, a 5-fold cross validation shows the segmentation error is $1. 21 \pm 0. 11$ for LV endocardium and $1. 23 \pm 0. 11$ millimeters for epicardium.

Computed Tomography (CT) LV Segmentation +1

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