Concepedia

Chixiang Lu

CL

4

Publications

240

Citations

4

H-Index

2021

Active since

Affiliations

University of Hong Kong(Current)

ShanghaiTech University

Chixiang Lu is an author at University of Hong Kong specializing in medical imaging, medical image computing, and computer vision.

Top concepts

HealthRadiologyEngineeringData ScienceDeep LearningImage AnalysisComputer VisionMedical ImagingComputer ScienceMachine Learning

Publications per year

2021–2024

4

Publications

4

Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse Contexts

Hong-Yu Zhou, Chixiang Lu, Sibei Yang et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 88 citations

Engineering, Machine Learning, Autoencoders +22

A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis

Hong-Yu Zhou, Chixiang Lu, Chaoqi Chen et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 63 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +26

ConvNets vs. Transformers: Whose Visual Representations are More Transferable?

Hong-Yu Zhou, Chixiang Lu, Sibei Yang et al. · 2021 · 54 citations

Diffusion-based deep learning method for augmenting ultrastructural imaging and volume electron microscopy

Chixiang Lu, Kai Chen, Heng Qiu et al. · Nature Communications · 2024 · 35 citations · Full text

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