Kai Han

According to our database, Kai Han authored at least 32 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

LiMT: A Multi-Task Liver Image Benchmark Dataset.

Zhe Liu, Kai Han, Siqi Ma, Yan Zhu, Jun Chen, Chongwen Lyu, Xinyi Qiu, Chengxuan Qian, Yuqing Song, Yi Liu, Liyuan Tian, Yang Ji, Yuefeng Li

IEEE J. Biomed. Health Informatics, June, 2026

CGR: calibrating generative replay for exemplar-free class-incremental learning.

Xingcheng Zhu, Kai Han, Xiaocheng Hu, Chongwen Lyu, Jun Chen, Yi Liu, Zhe Liu

Multim. Syst., June, 2026

SES-Net: Semantic-edge synergistic network for industrial small defect detection.

Zhe Liu, Luhao Xia, Kai Han, Jun Chen, Jinyao Zhu, Shiyu Gan, Li Wang, Xiaocheng Hu, Jiarui Zhang, Qingli Li, Yi Liu

Pattern Recognit., 2026

Transformer-masked autoencoder (MAE) for robust medical image classification: A comprehensive survey.

Ernest Asimeng, Jun Chen, Kai Han, Chongwen Lyu, Zhe Liu

Expert Syst. Appl., 2026

A dynamic Bi-CSAM-Net for brain tumor segmentation.

Ernest Asimeng, Zhe Liu, Liang Yin, Kai Han, Fadilul-lah Yassaanah Issahaku, Qiaoying Teng

Biomed. Signal Process. Control., 2026

2025

Region Uncertainty Estimation for Medical Image Segmentation With Noisy Labels.

Kai Han, Shuhui Wang, Jun Chen, Chengxuan Qian, Chongwen Lyu, Siqi Ma, Chengjian Qiu, Victor S. Sheng, Qingming Huang, Zhe Liu

IEEE Trans. Medical Imaging, December, 2025

LiMT: A Multi-task Liver Image Benchmark Dataset.

Zhe Liu, Kai Han, Siqi Ma, Yan Zhu, Jun Chen, Chongwen Lyu, Xinyi Qiu, Chengxuan Qian, Yuqing Song, Yi Liu, Liyuan Tian, Yang Ji, Yuefeng Li

CoRR, November, 2025

Frequency Domain Unlocks New Perspectives for Abdominal Medical Image Segmentation.

Kai Han, Siqi Ma, Chengxuan Qian, Jun Chen, Chongwen Lyu, Yuqing Song, Zhe Liu

CoRR, October, 2025

Adaptive Label Correction for Robust Medical Image Segmentation with Noisy Labels.

Chengxuan Qian, Kai Han, Siqi Ma, Chongwen Lyu, Zhenlong Yuan, Jun Chen, Zhe Liu

CoRR, March, 2025

DynCIM: Dynamic Curriculum for Imbalanced Multimodal Learning.

Chengxuan Qian, Kai Han, Jingchao Wang, Zhenlong Yuan, Chongwen Lyu, Jun Chen, Zhe Liu

CoRR, March, 2025

Intermediate Category-Driven Balancing Adjustment Method for Long-Tail Classification.

Yijing Chen, Jun Chen, Chongwen Lyu, Kai Han, Zhe Liu, Yi Liu

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis.

Kai Han, Chongwen Lyu, Lele Ma, Chengxuan Qian, Siqi Ma, Zheng Pang, Jun Chen, Zhe Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Mitigating Language Bias in Medical VQA via Causally-Inspired Intervention.

Qiaoying Teng, Jun Chen, Xingyu Wan, Kai Han, Chongwen Lyu, Chongshang Zhong, Deqi Yuan, Zhe Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

CPSNet: a cyclic pyramid-based small lesion detection network.

Yan Zhu, Zhe Liu, Yuqing Song, Kai Han, Chengjian Qiu, Yangyang Tang, Jiawen Zhang, Yi Liu

Multim. Tools Appl., April, 2024

Imbalance multiclass problem: a robust feature enhancement-based framework for liver lesion classification.

Rui Hu, Yuqing Song, Yi Liu, Yan Zhu, Nuo Feng, Chengjian Qiu, Kai Han, Qiaoying Teng, Imran Ul Haq, Zhe Liu

Multim. Syst., April, 2024

Automatic medical report generation combining contrastive learning and feature difference.

Chongwen Lyu, Chengjian Qiu, Kai Han, Saisai Li, Victor S. Sheng, Huan Rong, Yuqing Song, Yi Liu, Zhe Liu

Knowl. Based Syst., 2024

Deep semi-supervised learning for medical image segmentation: A review.

Kai Han, Victor S. Sheng, Yuqing Song, Yi Liu, Chengjian Qiu, Siqi Ma, Zhe Liu

Expert Syst. Appl., 2024

MMMViT: Multiscale multimodal vision transformer for brain tumor segmentation with missing modalities.

Chengjian Qiu, Yuqing Song, Yi Liu, Yan Zhu, Kai Han, Victor S. Sheng, Zhe Liu

Biomed. Signal Process. Control., 2024

AugMixSpeech: A Data Augmentation Method and Consistency Regularization for Mandarin Automatic Speech Recognition.

Yang Jiang, Jun Chen, Kai Han, Yi Liu, Siqi Ma, Yuqing Song, Zhe Liu

Proceedings of the Natural Language Processing and Chinese Computing, 2024

Wavelet Transform-based Distribution Discrepancy Maximization for Medical Image Segmentation.

Kai Han, Jun Chen, Siqi Ma, Yuqing Song, Yonghan Lu, Zhe Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

CMFCUNet: cascaded multi-scale feature calibration UNet for pancreas segmentation.

Cheng-Jian Qiu, Yuqing Song, Zhe Liu, Jing Yin, Kai Han, Yi Liu

Multim. Syst., April, 2023

Cascaded multi-point regression Network for high-quality generic lesion detection.

Han Li, Huan Rong, Victor S. Sheng, Yuqing Song, Cheng-Jian Qiu, Kai Han, Zhe Liu

Expert Syst. Appl., 2023

RTUNet: Residual transformer UNet specifically for pancreas segmentation.

Cheng-Jian Qiu, Zhe Liu, Yuqing Song, Jing Yin, Kai Han, Yan Zhu, Yi Liu, Victor S. Sheng

Biomed. Signal Process. Control., 2023

A Domain Knowledge-Based Semi-supervised Pancreas Segmentation Approach.

Siqi Ma, Zhe Liu, Yuqing Song, Yi Liu, Kai Han, Yang Jiang

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Sample Selection Based on Uncertainty for Combating Label Noise.

Shuohui Hao, Zhe Liu, Yuqing Song, Yi Liu, Kai Han, Victor S. Sheng, Yan Zhu

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Noisy-to-Clean Label Learning for Medical Image Segmentation.

Zihao Bu, Xiaoxiao Wang, Chengjian Qiu, Zhixuan Wang, Kai Han, Xiuhong Shan, Zhe Liu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022

An Effective Semi-Supervised Approach for Liver CT Image Segmentation.

Kai Han, Lu Liu, Yu-Qing Song, Yi Liu, Cheng-Jian Qiu, Yangyang Tang, Qiaoying Teng, Zhe Liu

IEEE J. Biomed. Health Informatics, 2022

A survey on the interpretability of deep learning in medical diagnosis.

Qiaoying Teng, Zhe Liu, Yu-Qing Song, Kai Han, Yang Lu

Multim. Syst., 2022

Improving CT-image universal lesion detection with comprehensive data and feature enhancements.

Zhe Liu, Kai Han, Kaifeng Xue, Yuqing Song, Lu Liu, Yangyang Tang, Yan Zhu

Multim. Syst., 2022

HPM-Net: Hierarchical progressive multiscale network for liver vessel segmentation in CT images.

Wen Hao, Jing Zhang, Jun Su, Yuqing Song, Zhe Liu, Yi Liu, Cheng-Jian Qiu, Kai Han

Comput. Methods Programs Biomed., 2022

2021

Automatic liver segmentation from abdominal CT volumes using improved convolution neural networks.

Zhe Liu, Kai Han, Zhaohui Wang, Jing Zhang, Yuqing Song, Xu Yao, Deqi Yuan, Victor S. Sheng

Multim. Syst., 2021

Automatic CT Lesion Detection Based on Feature Pyramid Inference with Multi-scale Response.

Yangyang Tang, Zhe Liu, Yuqing Song, Kai Han, Jun Su, Wenqiang Wang, Fan Hu, Jiawen Zhang

Proceedings of the Artificial Intelligence and Security - 7th International Conference, 2021