Chengjin Yu

Multitask Learning for Estimating Multitype Cardiac Indices in MRI and CT Based on Adversarial Reverse Mapping

Chengjin Yu, Zhifan Gao, Weiwei Zhang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 53 citations

Engineering, Machine Learning, Dual-source Ct +20

LDAS: Local density-based adaptive sampling for imbalanced data classification

Yuanting Yan, Yifei Jiang, Zhong Zheng et al. · Expert Systems with Applications · 2021 · 43 citations

Data Classification, Classification Method, Engineering +8

Multi-level multi-type self-generated knowledge fusion for cardiac ultrasound segmentation

Chengjin Yu, Shuang Li, Dhanjoo N. Ghista et al. · Information Fusion · 2022 · 30 citations

Artificial Intelligence, Engineering, Machine Learning +10

Synthetic oversampling with Mahalanobis distance and local information for highly imbalanced class-overlapped data

Yuanting Yan, Lei Zheng, S. G. Han et al. · Expert Systems with Applications · 2024 · 26 citations

Data Classification, Engineering, Machine Learning +8

Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography

Zhenxuan Zhang, Chengjin Yu, Heye Zhang et al. · IEEE Transactions on Medical Imaging · 2024 · 17 citations

Engineering, Machine Learning, Cross-space Consistency +23