Mengdi Gao

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Nonnegative Matrix Factorization

Diabetic Retinopathy

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Hongyang Jiang, Mengdi Gao, Jingqi Huang, Chen Tang, Xiaoqing Zhang, Jiang Liu
DCAMIL: Eye-tracking guided dual-cross-attention multi-instance learning for refining fundus disease detection. Expert Syst. Appl. 243 (2024)
Hongyang Jiang, Mengdi Gao, Yan Hu, Qiushi Ren, Zhaoheng Xie, Jiang Liu
Label-noise-tolerant medical image classification via self-attention and self-supervised learning. CoRR (2023)
Hongyang Jiang, Mengdi Gao, Heng Li, Richu Jin, Hanpei Miao, Jiang Liu
Multi-Learner Based Deep Meta-Learning for Few-Shot Medical Image Classification. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Hongyang Jiang, Jingqi Huang, Chen Tang, Xiaoqing Zhang, Mengdi Gao, Jiang Liu
Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection. CoRR (2023)
Tyler Will, Runyu Zhang, Eli Sadovnik, Mengdi Gao, Joshua Vendrow, Jamie Haddock, Denali Molitor, Deanna Needell
Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling. CoRR (2023)
Mengdi Gao, Hongyang Jiang, Lei Zhu, Zhe Jiang, Mufeng Geng, Qiushi Ren, Yanye Lu
Discriminative ensemble meta-learning with co-regularization for rare fundus diseases diagnosis. Medical Image Anal. 89 (2023)
Hongyang Jiang, Yilin Hou, Hanpei Miao, Haili Ye, Mengdi Gao, Xiaoling Li, Richu Jin, Jiang Liu
Eye tracking based deep learning analysis for the early detection of diabetic retinopathy: A pilot study. Biomed. Signal Process. Control. 84 (2023)
Hongyang Jiang, Mengdi Gao, Zirong Liu, Chen Tang, Xiaoqing Zhang, Shuai Jiang, Wu Yuan, Jiang Liu
GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy. CoRR (2023)
Mufeng Geng, Xiangxi Meng, Lei Zhu, Zhe Jiang, Mengdi Gao, Zhiyu Huang, Bin Qiu, Yicheng Hu, Yibao Zhang, Qiushi Ren, Yanye Lu
Triplet Cross-Fusion Learning for Unpaired Image Denoising in Optical Coherence Tomography. IEEE Trans. Medical Imaging 41 (11) (2022)
Qiang Li, Songyong Liu, Mengdi Gao
Multiobjective Optimization of Roadheader Shovel-Plate Parameters Using Gray Weight and Particle Swarm Optimization. IEEE Access 10 (2022)
Hongyang Jiang, Mengdi Gao, Kang Yang, Dongdong Zhang, He Ma, Wei Qian
Neonatal Fundus Image Registration and Mosaic Using Improved Speeded Up Robust Features Based on Shannon Entropy. EMBC (2021)
Mengdi Gao, Ximeng Feng, Mufeng Geng, Zhe Jiang, Lei Zhu, Xiangxi Meng, Chuanqing Zhou, Qiushi Ren, Yanye Lu
A Label Management Mechanism for Retinal Fundus Image Classification of Diabetic Retinopathy. CoRR (2021)
Mengdi Gao, Biling Zhang, Li Wang
A Dynamic Priority Packet Scheduling Scheme for Post-disaster UAV-assisted Mobile Ad Hoc network. WCNC (2021)
Hongyang Jiang, Jie Xu, Rongjie Shi, Kang Yang, Dongdong Zhang, Mengdi Gao, He Ma, Wei Qian
A Multi-Label Deep Learning Model with Interpretable Grad-CAM for Diabetic Retinopathy Classification. EMBC (2020)
Zongke Bao, Wenyi Li, Mengdi Gao, Conghu Liu, Xugang Zhang, Wei Cai
An Integrated Optimization Decision Method for Remanufacturing Process Based on Conditional Evidence Theory Under Uncertainty. IEEE Access 8 (2020)
Kang He, Mengdi Gao, Zhuanzhe Zhao
Soft Computing Techniques for Surface Roughness Prediction in Hard Turning: A Literature Review. IEEE Access 7 (2019)
Mengdi Gao, Hongyang Jiang, Dongdong Zhang, He Ma, Wei Qian
Quantitative pathologic analysis of pulmonary nodules using three-dimensional computed tomography images based on latent Dirichlet allocation. EMBC (2019)
Hongyang Jiang, Kang Yang, Mengdi Gao, Dongdong Zhang, He Ma, Wei Qian
An Interpretable Ensemble Deep Learning Model for Diabetic Retinopathy Disease Classification. EMBC (2019)
Weibao Qiu, Jingjing Xia, Yulong Shi, Peitian Mu, Xingying Wang, Mengdi Gao, Congzhi Wang, Yang Xiao, Ge Yang, Jihong Liu, Lei Sun, Hairong Zheng
A Delayed-Excitation Data Acquisition Method for High-Frequency Ultrasound Imaging. IEEE Trans. Biomed. Eng. 65 (1) (2018)
Hongyang Jiang, He Ma, Wei Qian, Mengdi Gao, Yan Li
An Automatic Detection System of Lung Nodule Based on Multigroup Patch-Based Deep Learning Network. IEEE J. Biomed. Health Informatics 22 (4) (2018)
Hongyang Jiang, He Ma, Wei Qian, Guohui Wei, Xinzhuo Zhao, Mengdi Gao
A novel pixel value space statistics map of the pulmonary nodule for classification in computerized tomography images. EMBC (2017)
Jikui Liu, Hongyang Jiang, Mengdi Gao, Chen-Guang He, Yu Wang, Pu Wang, He Ma, Ye Li
An Assisted Diagnosis System for Detection of Early Pulmonary Nodule in Computed Tomography Images. J. Medical Syst. 41 (2) (2017)
Hongyang Jiang, Fen Miao, Mengdi Gao, Xi Hong, Qingyun He, He Ma, Ye Li
A Novel Indicator for Cuff-Less Blood Pressure Estimation Based on Photoplethysmography. HIS (2016)