Xintong Yan

Efficient skin lesion segmentation using separable-Unet with stochastic weight averaging

Peng Tang, Qiaokang Liang, Xintong Yan et al. · Computer Methods and Programs in Biomedicine · 2019 · 181 citations

Dermoscopic Image, Stochastic Weight, Image Analysis +8

GP-CNN-DTEL: Global-Part CNN Model With Data-Transformed Ensemble Learning for Skin Lesion Classification

Peng Tang, Qiaokang Liang, Xintong Yan et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 130 citations

Convolutional Neural Network, Engineering, Machine Learning +21

FusionM4Net: A multi-stage multi-modal learning algorithm for multi-label skin lesion classification

Peng Tang, Xintong Yan, Nan Yang et al. · Medical Image Analysis · 2021 · 110 citations

Dermoscopic Image, Multiple Instance Learning, Image Analysis +11

Temporal analysis of crash severities involving male and female drivers: A random parameters approach with heterogeneity in means and variances

Xintong Yan, Jie He, Changjian Zhang et al. · Analytic Methods in Accident Research · 2021 · 76 citations

Crash Severities, Engineering, Driver Behavior +9

Spatiotemporal instability analysis considering unobserved heterogeneity of crash-injury severities in adverse weather

Xintong Yan, Jie He, Changjian Zhang et al. · Analytic Methods in Accident Research · 2021 · 55 citations

Meteorology, Crash-injury Severities, Engineering +11