Yijin Huang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 32

Top Topics

Diabetic Retinopathy

Image Classification

Prostate Cancer

Top Venues

MLMI@MICCAI (2)

Biomed. Signal Process. Control.

Publications

Jiaming Qiu, Weikai Huang, Yijin Huang, Nanxi Yu, Xiaoying Tang
AugPaste: A one-shot approach for diabetic retinopathy detection. Biomed. Signal Process. Control. 96 (2024)
Yijin Huang, Junyan Lyu, Pujin Cheng, Roger C. Tam, Xiaoying Tang
SSiT: Saliency-Guided Self-Supervised Image Transformer for Diabetic Retinopathy Grading. IEEE J. Biomed. Health Informatics 28 (5) (2024)
Tianyunxi Wei, Yijin Huang, Li Lin, Pujin Cheng, Sirui Li, Xiaoying Tang
Saliency-guided and Patch-based Mixup for Long-tailed Skin Cancer Image Classification. CoRR (2024)
Nanxi Yu, Zhiyuan Cai, Yijin Huang, Xiaoying Tang
SnapSeg: Training-Free Few-Shot Medical Image Segmentation with Segment Anything Model. TAI4H (2024)
Yijin Huang, Pujin Cheng, Roger C. Tam, Xiaoying Tang
FPT: Fine-grained Prompt Tuning for Parameter and Memory Efficient Fine Tuning in High-resolution Medical Image Classification. CoRR (2024)
Sirui Li, Fuheng Zhang, Tianyunxi Wei, Li Lin, Yijin Huang, Pujin Cheng, Xiaoying Tang
CCMix: Curriculum of Class-Wise Mixup for Long-Tailed Medical Image Classification. MLMI@MICCAI (2) (2023)
Silong Li, Jiaming Qiu, Yijin Huang, Xiaoying Tang, Terry Tao Ye
An FPGA-based edge computing and accelerating platform for fast diabetic retinopathy diagnosis. Medical Imaging: Image Processing (2023)
Pujin Cheng, Li Lin, Yijin Huang, Huaqing He, Wenhan Luo, Xiaoying Tang
Learning Enhancement From Degradation: A Diffusion Model For Fundus Image Enhancement. CoRR (2023)
Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports. CoRR (2023)
Juntao Chen, Li Lin, Pujin Cheng, Yijin Huang, Xiaoying Tang
Uno-Qa: an Unsupervised Anomaly-Aware Framework with Test-Time Clustering for Octa Image Quality Assessment. ISBI (2023)
Pujin Cheng, Li Lin, Junyan Lyu, Yijin Huang, Wenhan Luo, Xiaoying Tang
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports. ICCV (2023)
Fuheng Zhang, Sirui Li, Tianyunxi Wei, Li Lin, Yijin Huang, Pujin Cheng, Xiaoying Tang
MEDKD: Enhancing Medical Image Classification with Multiple Expert Decoupled Knowledge Distillation for Long-Tail Data. MLMI@MICCAI (2) (2023)
Yijin Huang, Weikai Huang, Wenhao Luo, Xiaoying Tang
Lesion2void: Unsupervised Anomaly Detection in Fundus Images. ISBI (2022)
Junyan Lyu, Yiqi Zhang, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. CoRR (2022)
Yijin Huang, Junyan Lyu, Pujin Cheng, Roger Tam, Xiaoying Tang
SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading. CoRR (2022)
Weikai Huang, Yijin Huang, Xiaoying Tang
AugPaste: One-Shot Anomaly Detection for Medical Images. OMIA@MICCAI (2022)
Juntao Chen, Li Lin, Pujin Cheng, Yijin Huang, Xiaoying Tang
UNO-QA: An Unsupervised Anomaly-Aware Framework with Test-Time Clustering for OCTA Image Quality Assessment. CoRR (2022)
Junyan Lyu, Yiqi Zhang, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. IEEE Trans. Medical Imaging 41 (12) (2022)
Weikai Huang, Yijin Huang, Xiaoying Tang
LesionPaste: One-Shot Anomaly Detection for Medical Images. CoRR (2022)
Weikai Huang, Xiangyu Wang, Yijin Huang, Fan Lin, Xiaoying Tang
Multi-parametric Magnetic Resonance Imaging Fusion for Automatic Classification of Prostate Cancer. EMBC (2022)
Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang
Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation. CoRR (2021)
Pujin Cheng, Li Lin, Yijin Huang, Junyan Lyu, Xiaoying Tang
Prior Guided Fundus Image Quality Enhancement Via Contrastive Learning. ISBI (2021)
Li Lin, Zhonghua Wang, Jiewei Wu, Yijin Huang, Junyan Lyu, Pujin Cheng, Jiong Wu, Xiaoying Tang
BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images. MICCAI (8) (2021)
Pujin Cheng, Li Lin, Yijin Huang, Junyan Lyu, Xiaoying Tang
I-SECRET: Importance-Guided Fundus Image Enhancement via Semi-supervised Contrastive Constraining. MICCAI (8) (2021)
Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang
Lesion-based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images. CoRR (2021)
Yijin Huang, Li Lin, Pujin Cheng, Junyan Lyu, Xiaoying Tang
Lesion-Based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images. MICCAI (2) (2021)
Li Lin, Zhonghua Wang, Jiewei Wu, Yijin Huang, Junyan Lyu, Pujin Cheng, Jiong Wu, Xiaoying Tang
BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images. CoRR (2021)
Pujin Cheng, Junyan Lyu, Yijin Huang, Xiaoying Tang
Probability distribution guided optic disc and cup segmentation from fundus images. EMBC (2020)
Yijin Huang, Zhiquan Zhong, Jin Yuan, Xiaoying Tang
Efficient and robust optic disc detection and fovea localization using region proposal network and cascaded network. Biomed. Signal Process. Control. 60 (2020)
Zhonghua Wang, Yijin Huang, Junyan Lyu, Pujin Cheng, Xiaoying Tang
Deep Learning Based Discrimination of Corneal Ulcer Patterns Using Fluorescein Staining Images. ISICDM (2020)
Yijin Huang, Li Lin, Meng Li, Jiewei Wu, Pujin Cheng, Kai Wang, Jin Yuan, Xiaoying Tang
Automated Hemorrhage Detection from Coarsely Annotated Fundus Images in Diabetic Retinopathy. ISBI (2020)
Xiaoying Tang, Yijin Huang, Li Lin, Meng Li, Jin Yuan
Automated Diabetic Retinopathy Identification via Lesion Guided Network. ISICDM (2020)