Concepedia

Lei Song

LS

12

Publications

434

Citations

10

H-Index

2005

Active since

Affiliations

Shenzhen Institute of Information Technology(Current)

Tsinghua University

University of British Columbia

Renmin University of China

University of Hong Kong

Lei Song is an author at Shenzhen Institute of Information Technology specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceImage AnalysisComputer VisionPattern RecognitionHealthRadiologyMachine Vision

Publications per year

2005–2023

12

Publications

12

An End-to-End Multi-Task Deep Learning Framework for Skin Lesion Analysis

Lei Song, Jianzhe Lin, Z. Jane Wang et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 148 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +19

Healthcare algorithms by wearable inertial sensors: a survey

Buke Ao, Fang Gaoli, Yongcai Wang et al. · China Communications · 2015 · 73 citations

Wearable System, Engineering, Biometrics +18

Prediction of mechanical properties of composite materials using multimodal fusion learning

Lei Song, Donglei Wang, Xuwang Liu et al. · Sensors and Actuators A Physical · 2023 · 43 citations

Materials Science, Multilevel Fusion, Engineering +10

Bridging the Gap Between 2D and 3D Contexts in CT Volume for Liver and Tumor Segmentation

Lei Song, Haoqian Wang, Z. Jane Wang · IEEE Journal of Biomedical and Health Informatics · 2021 · 35 citations

Computed Tomography, Convolutional Neural Network, Engineering +25

Decoupling multi-task causality for improved skin lesion segmentation and classification

Lei Song, Haoqian Wang, Z. Jane Wang · Pattern Recognition · 2022 · 28 citations

Artificial Intelligence, Dermoscopic Image, Image Analysis +14

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