Kai Han

31 papers A 1Journal 22Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A dynamic Bi-CSAM-Net for brain tumor segmentation.
Biomed. Signal Process. Control.
Ernest Asimeng, Zhe Liu, Liang Yin, Kai Han, Fadilul-lah Yassaanah Issahaku, Qiaoying Teng
2026 J jnl
CGR: calibrating generative replay for exemplar-free class-incremental learning.
Multim. Syst.
Xingcheng Zhu, Kai Han, Xiaocheng Hu, Chongwen Lyu, Jun Chen, Yi Liu, Zhe Liu
2026 J jnl
Transformer-masked autoencoder (MAE) for robust medical image classification: A comprehensive survey.
Expert Syst. Appl.
Ernest Asimeng, Jun Chen, Kai Han, Chongwen Lyu, Zhe Liu
2025 J jnl
Adaptive Label Correction for Robust Medical Image Segmentation with Noisy Labels.
CoRR
Chengxuan Qian, Kai Han, Siqi Ma, Chongwen Lyu, Zhenlong Yuan, Jun Chen, Zhe Liu
2025 — conf
CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis.
MICCAI (15)
Kai Han, Chongwen Lyu, Lele Ma, Chengxuan Qian, Siqi Ma, Zheng Pang, Jun Chen, Zhe Liu
2025 J jnl
CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis.
CoRR
Kai Han, Chongwen Lyu, Lele Ma, Chengxuan Qian, Siqi Ma, Zheng Pang, Jun Chen, Zhe Liu
2025 J jnl
DynCIM: Dynamic Curriculum for Imbalanced Multimodal Learning.
CoRR
Chengxuan Qian, Kai Han, Jingchao Wang, Zhenlong Yuan, Chongwen Lyu, Jun Chen, Zhe Liu
2025 J jnl
Frequency Domain Unlocks New Perspectives for Abdominal Medical Image Segmentation.
CoRR
Kai Han, Siqi Ma, Chengxuan Qian, Jun Chen, Chongwen Lyu, Yuqing Song, Zhe Liu
2025 — conf
Intermediate Category-Driven Balancing Adjustment Method for Long-Tail Classification.
PRCV (4)
Yijing Chen, Jun Chen, Chongwen Lyu, Kai Han, Zhe Liu, Yi Liu
2025 J jnl
LiMT: A Multi-task Liver Image Benchmark Dataset.
CoRR
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
2025 — conf
Mitigating Language Bias in Medical VQA via Causally-Inspired Intervention.
BIBM
Qiaoying Teng, Jun Chen, Xingyu Wan, Kai Han, Chongwen Lyu, Chongshang Zhong, Deqi Yuan, Zhe Liu
2025 J jnl
Region Uncertainty Estimation for Medical Image Segmentation With Noisy Labels.
IEEE Trans. Medical Imaging
Kai Han, Shuhui Wang, Jun Chen, Chengxuan Qian, Chongwen Lyu, Siqi Ma, Chengjian Qiu, Victor S. Sheng, Qingming Huang, Zhe Liu
2024 — conf
AugMixSpeech: A Data Augmentation Method and Consistency Regularization for Mandarin Automatic Speech Recognition.
NLPCC (3)
Yang Jiang, Jun Chen, Kai Han, Yi Liu, Siqi Ma, Yuqing Song, Zhe Liu
2024 J jnl
Automatic medical report generation combining contrastive learning and feature difference.
Knowl. Based Syst.
Chongwen Lyu, Chengjian Qiu, Kai Han, Saisai Li, Victor S. Sheng, Huan Rong, Yuqing Song, Yi Liu, Zhe Liu
2024 J jnl
CPSNet: a cyclic pyramid-based small lesion detection network.
Multim. Tools Appl.
Yan Zhu, Zhe Liu, Yuqing Song, Kai Han, Chengjian Qiu, Yangyang Tang, Jiawen Zhang, Yi Liu
2024 J jnl
Deep semi-supervised learning for medical image segmentation: A review.
Expert Syst. Appl.
Kai Han, Victor S. Sheng, Yuqing Song, Yi Liu, Chengjian Qiu, Siqi Ma, Zhe Liu
2024 J jnl
Imbalance multiclass problem: a robust feature enhancement-based framework for liver lesion classification.
Multim. Syst.
Rui Hu, Yuqing Song, Yi Liu, Yan Zhu, Nuo Feng, Chengjian Qiu, Kai Han, Qiaoying Teng, Imran Ul Haq, Zhe Liu
2024 J jnl
MMMViT: Multiscale multimodal vision transformer for brain tumor segmentation with missing modalities.
Biomed. Signal Process. Control.
Chengjian Qiu, Yuqing Song, Yi Liu, Yan Zhu, Kai Han, Victor S. Sheng, Zhe Liu
2024 — conf
Wavelet Transform-based Distribution Discrepancy Maximization for Medical Image Segmentation.
BIBM
Kai Han, Jun Chen, Siqi Ma, Yuqing Song, Yonghan Lu, Zhe Liu
2023 — conf
A Domain Knowledge-Based Semi-supervised Pancreas Segmentation Approach.
ICONIP (4)
Siqi Ma, Zhe Liu, Yuqing Song, Yi Liu, Kai Han, Yang Jiang
2023 J jnl
CMFCUNet: cascaded multi-scale feature calibration UNet for pancreas segmentation.
Multim. Syst.
Cheng-Jian Qiu, Yuqing Song, Zhe Liu, Jing Yin, Kai Han, Yi Liu
2023 J jnl
Cascaded multi-point regression Network for high-quality generic lesion detection.
Expert Syst. Appl.
Han Li, Huan Rong, Victor S. Sheng, Yuqing Song, Cheng-Jian Qiu, Kai Han, Zhe Liu
2023 A conf
Noisy-to-Clean Label Learning for Medical Image Segmentation.
ICME
Zihao Bu, Xiaoxiao Wang, Chengjian Qiu, Zhixuan Wang, Kai Han, Xiuhong Shan, Zhe Liu
2023 J jnl
RTUNet: Residual transformer UNet specifically for pancreas segmentation.
Biomed. Signal Process. Control.
Cheng-Jian Qiu, Zhe Liu, Yuqing Song, Jing Yin, Kai Han, Yan Zhu, Yi Liu, Victor S. Sheng
2023 — conf
Sample Selection Based on Uncertainty for Combating Label Noise.
ICONIP (9)
Shuohui Hao, Zhe Liu, Yuqing Song, Yi Liu, Kai Han, Victor S. Sheng, Yan Zhu
2022 J jnl
A survey on the interpretability of deep learning in medical diagnosis.
Multim. Syst.
Qiaoying Teng, Zhe Liu, Yu-Qing Song, Kai Han, Yang Lu
2022 J jnl
An Effective Semi-Supervised Approach for Liver CT Image Segmentation.
IEEE J. Biomed. Health Informatics
Kai Han, Lu Liu, Yu-Qing Song, Yi Liu, Cheng-Jian Qiu, Yangyang Tang, Qiaoying Teng, Zhe Liu
2022 J jnl
HPM-Net: Hierarchical progressive multiscale network for liver vessel segmentation in CT images.
Comput. Methods Programs Biomed.
Wen Hao, Jing Zhang, Jun Su, Yuqing Song, Zhe Liu, Yi Liu, Cheng-Jian Qiu, Kai Han
2022 J jnl
Improving CT-image universal lesion detection with comprehensive data and feature enhancements.
Multim. Syst.
Zhe Liu, Kai Han, Kaifeng Xue, Yuqing Song, Lu Liu, Yangyang Tang, Yan Zhu
2021 — conf
Automatic CT Lesion Detection Based on Feature Pyramid Inference with Multi-scale Response.
ICAIS (1)
Yangyang Tang, Zhe Liu, Yuqing Song, Kai Han, Jun Su, Wenqiang Wang, Fan Hu, Jiawen Zhang
2021 J jnl
Automatic liver segmentation from abdominal CT volumes using improved convolution neural networks.
Multim. Syst.
Zhe Liu, Kai Han, Zhaohui Wang, Jing Zhang, Yuqing Song, Xu Yao, Deqi Yuan, Victor S. Sheng