Chuan Zhou

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 36

Top Topics

Outlier Detection

Medical Image Segmentation

Medical Imaging

Top Venues

J. Vis. Commun. Image Represent.

Comput. Electr. Eng.

Publications

Anping Cai, Leiting Chen, Yongqi Chen, Ziyu He, Shuqing Tao, Chuan Zhou
Adaptive attribute distribution similarity for few-shot learning. Image Vis. Comput. 148 (2024)
Lei Zhang, Leiting Chen, Chuan Zhou, Xin Li, Fan Yang, Zhang Yi
Weighted Graph-Structured Semantics Constraint Network for Cross-Modal Retrieval. IEEE Trans. Multim. 26 (2024)
Yonghao Huang, Leiting Chen, Chuan Zhou, Ning Yan, Lifeng Qiao, Shanlin Lan, Yang Wen
Model long-range dependencies for multi-modality and multi-view retinopathy diagnosis through transformers. Knowl. Based Syst. 271 (2023)
Sheng Zhang, Chuan Zhou, Leiting Chen, Zhiheng Li, Yuan Gao, Yongqi Chen
Visual prior-based cross-modal alignment network for radiology report generation. Comput. Biol. Medicine 166 (2023)
Chuan Zhou, Mengqi Sun, Leiting Chen, Anping Cai, Jiahao Fang
Few-shot Learning Framework Based on Adaptive Subspace for Skin Disease Classification. BIBM (2022)
Yang Wen, Leiting Chen, Yu Deng, Zhong Zhang, Chuan Zhou
Pixel-wise triplet learning for enhancing boundary discrimination in medical image segmentation. Knowl. Based Syst. 243 (2022)
Lei Zhang, Leiting Chen, Weihua Ou, Chuan Zhou
Semi-supervised cross-modal retrieval with graph-based semantic alignment network. Comput. Electr. Eng. 102 (2022)
Chuan Zhou, Wei Zhang, Hang Chen, Leiting Chen
Domain Adaptation for Medical Image Classification without Source Data. BIBM (2022)
Anping Cai, Leiting Chen, Yongqi Chen, Jiahao Fang, Mengqi Sun, Chuan Zhou
Pre-MocoDiagnosis: Few-Shot Ophthalmic Diseases Recognition using Contrastive Learning. BIBM (2022)
Jin Ning, Leiting Chen, Chuan Zhou, Yang Wen
Deep Active Autoencoders for Outlier Detection. Neural Process. Lett. 54 (2) (2022)
Yang Wen, Leiting Chen, Lifeng Qiao, Yu Deng, Haisheng Chen, Tian Zhang, Chuan Zhou
FLeak-Seg: Automated Fundus Fluorescein Leakage Segmentation via Cross-Modal Attention Learning. IEEE Multim. 29 (2) (2022)
Lei Zhang, Leiting Chen, Weihua Ou, Chuan Zhou
Semi-supervised constrained graph convolutional network for cross-modal retrieval. Comput. Electr. Eng. 101 (2022)
Yang Wen, Leiting Chen, Yu Deng, Chuan Zhou
Rethinking pre-training on medical imaging. J. Vis. Commun. Image Represent. 78 (2021)
Yang Wen, Leiting Chen, Haisheng Chen, Ximan Tang, Yu Deng, Yongbiao Chen, Chuan Zhou
Non-Local Attention Learning for Medical Image Classification. ICME (2021)
Yang Wen, Leiting Chen, Yu Deng, Jin Ning, Chuan Zhou
Towards better semantic consistency of 2D medical image segmentation. J. Vis. Commun. Image Represent. 80 (2021)
Chuan Zhou, Junjing Chen, Tian Zhang, Ximan Tang, Siying Dai, Leiting Chen
Automatic Medical Lesion Annotation via Feature Fusion Correlation Network. BIBM (2021)
Yang Wen, Leiting Chen, Lifeng Qiao, Yu Deng, Haisheng Chen, Tian Zhang, Chuan Zhou
Let's Find Fluorescein: Cross-Modal Dual Attention Learning For Fluorescein Leakage Segmentation In Fundus Fluorescein Angiography. ICME (2021)
Chuan Zhou, Tian Zhang, Yang Wen, Leiting Chen, Lei Zhang, Junjing Chen
Cross-Modal Guidance for Hyperfluorescence Segmentation in Fundus Fluorescein Angiography. ICME (2021)
Ximan Tang, Chuan Zhou, Leiting Chen, Yang Wen
Enhancing Medical Image Classification via Augmentation-based Pre-training. BIBM (2021)
Yang Wen, Leiting Chen, Shuo Xi, Yu Deng, Ximan Tang, Chuan Zhou
Towards Efficient Medical Image Segmentation Via Boundary-Guided Knowledge Distillation. ICME (2021)
Lei Zhang, Leiting Chen, Chuan Zhou, Fan Yang, Xin Li
Exploring Graph-Structured Semantics for Cross-Modal Retrieval. ACM Multimedia (2021)
Shanlin Lan, Chuan Zhou, Leiting Chen, Huqiu Fan, Ning Yan, Yonghao Huang
Automatic Report Generation based on Multi-modal and Multi-view Model for Fundus Images. BIBM (2021)
Yonghao Huang, Chuan Zhou, Leiting Chen, Junjing Chen, Shanlin Lan
Medical Frequency Domain Learning: Consider Inter-class and Intra-class Frequency for Medical Image Segmentation and Classification. BIBM (2021)
Jin Ning, Leiting Chen, Chuan Zhou, Defu Liu
Multi-object Spatial-Temporal Anomaly Detection Using an LSTM-Based Framework. Neural Process. Lett. 53 (3) (2021)
Chuan Zhou, Tian Zhang, Leiting Chen, Yang Wen, Ting Lei, Junjing Chen
Attention Based Detection for Central Serious Chorioretinopathy in Fundus Image. BIBM (2020)
Yang Wen, Leiting Chen, Lifeng Qiao, Yu Deng, Siying Dai, Junjing Chen, Chuan Zhou
On Automatic Detection of Central Serous Chorioretinopathy and Central Exudative Chorioretinopathy in Fundus Images. BIBM (2020)
Chuan Zhou, Yuchu Chen, Minghao Fan, Yang Wen, Hang Chen, Leiting Chen
Enhancing Tiny Tissues Segmentation via Self-Distillation. BIBM (2020)
Yang Wen, Leiting Chen, Lifeng Qiao, Yu Deng, Siying Dai, Junjing Chen, Chuan Zhou
Symptom and Pathology Report Generation for Ophthalmic Diseases in Fundus Images. BIBM (2020)
Hang Chen, Leiting Chen, Yuchu Chen, Minghao Fan, Chuan Zhou
SEAUNet: Domain Adaptation for Biomedical Image Segmentation. BIBM (2020)
Lei Zhang, Leiting Chen, Weihua Ou, Chuan Zhou
Semi-supervised cross-modal representation learning with GAN-based Asymmetric Transfer Network. J. Vis. Commun. Image Represent. 73 (2020)
Yang Wen, Leiting Chen, Lifeng Qiao, Chuan Zhou, Shuo Xi, Rui Guo, Yu Deng
An Efficient Weakly-Supervised Learning Method for Optic Disc Segmentation. BIBM (2020)
Yang Wen, Leiting Chen, Lifeng Qiao, Yu Deng, Chuan Zhou
On the Deep Learning-based Age Prediction of Color Fundus Images and Correlation with Ophthalmic Diseases. BIBM (2020)
Yang Wen, Leiting Chen, Chuan Zhou, Yu Deng, Huiru Zeng, Shuo Xi, Rui Guo
On the Effective Transfer Learning Strategy for Medical Image Analysis in Deep Learning. BIBM (2020)
Siying Dai, Leiting Chen, Ting Lei, Chuan Zhou, Yang Wen
Automatic Detection Of Pathological Myopia And High Myopia On Fundus Images. ICME (2020)
Huiru Zeng, Xiaohua Hu, Leiting Chen, Chuan Zhou, Yang Wen
Weakly Supervised Learning of Recurrent Residual ConvNets for Pancreas Segmentation in CT Scans. BIBM (2019)
Jin Ning, Leiting Chen, Chuan Zhou, Yang Wen
Parameter k search strategy in outlier detection. Pattern Recognit. Lett. 112 (2018)