Mengdi Gao

According to our database, Mengdi Gao authored at least 26 papers between 2016 and 2024.

Collaborative distances:

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

2024

DCAMIL: Eye-tracking guided dual-cross-attention multi-instance learning for refining fundus disease detection.

Hongyang Jiang, Mengdi Gao, Jingqi Huang, Chen Tang, Xiaoqing Zhang, Jiang Liu

Expert Syst. Appl., 2024

Diversified and Structure-Realistic Fundus Image Synthesis for Diabetic Retinopathy Lesion Segmentation.

Xiaoyi Feng, Minqing Zhang, Mengxian He, Mengdi Gao, Hao Wei, Wu Yuan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

SSL-ENSAM: Utilizing Sam for Semi-Supervised Retinal Vessel Segmentation with Quality-Aware Enhancement.

Mengxian He, Minqing Zhang, Hing Lam Chang, Xiaoyi Feng, Mengdi Gao, Shuai Jiang, Wu Yuan

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Discriminative ensemble meta-learning with co-regularization for rare fundus diseases diagnosis.

Mengdi Gao, Hongyang Jiang, Lei Zhu, Zhe Jiang, Mufeng Geng, Qiushi Ren, Yanye Lu

Medical Image Anal., October, 2023

Eye tracking based deep learning analysis for the early detection of diabetic retinopathy: A pilot study.

Hongyang Jiang, Yilin Hou, Hanpei Miao, Haili Ye, Mengdi Gao, Xiaoling Li, Richu Jin, Jiang Liu

Biomed. Signal Process. Control., July, 2023

Multi-Learner Based Deep Meta-Learning for Few-Shot Medical Image Classification.

Hongyang Jiang, Mengdi Gao, Heng Li, Richu Jin, Hanpei Miao, Jiang Liu

IEEE J. Biomed. Health Informatics, January, 2023

GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy.

Hongyang Jiang, Mengdi Gao, Zirong Liu, Chen Tang, Xiaoqing Zhang, Shuai Jiang, Wu Yuan, Jiang Liu

CoRR, 2023

Label-noise-tolerant medical image classification via self-attention and self-supervised learning.

Hongyang Jiang, Mengdi Gao, Yan Hu, Qiushi Ren, Zhaoheng Xie, Jiang Liu

CoRR, 2023

Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection.

Hongyang Jiang, Jingqi Huang, Chen Tang, Xiaoqing Zhang, Mengdi Gao, Jiang Liu

CoRR, 2023

Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling.

Tyler Will, Runyu Zhang, Eli Sadovnik, Mengdi Gao, Joshua Vendrow, Jamie Haddock, Denali Molitor, Deanna Needell

CoRR, 2023

2022

Triplet Cross-Fusion Learning for Unpaired Image Denoising in Optical Coherence Tomography.

Mufeng Geng, Xiangxi Meng, Lei Zhu, Zhe Jiang, Mengdi Gao, Zhiyu Huang, Bin Qiu, Yicheng Hu, Yibao Zhang, Qiushi Ren, Yanye Lu

IEEE Trans. Medical Imaging, 2022

Multiobjective Optimization of Roadheader Shovel-Plate Parameters Using Gray Weight and Particle Swarm Optimization.

Qiang Li, Songyong Liu, Mengdi Gao

IEEE Access, 2022

2021

A Label Management Mechanism for Retinal Fundus Image Classification of Diabetic Retinopathy.

Mengdi Gao, Ximeng Feng, Mufeng Geng, Zhe Jiang, Lei Zhu, Xiangxi Meng, Chuanqing Zhou, Qiushi Ren, Yanye Lu

CoRR, 2021

A Dynamic Priority Packet Scheduling Scheme for Post-disaster UAV-assisted Mobile Ad Hoc network.

Mengdi Gao, Biling Zhang, Li Wang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Neonatal Fundus Image Registration and Mosaic Using Improved Speeded Up Robust Features Based on Shannon Entropy.

Hongyang Jiang, Mengdi Gao, Kang Yang, Dongdong Zhang, He Ma, Wei Qian

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

An Integrated Optimization Decision Method for Remanufacturing Process Based on Conditional Evidence Theory Under Uncertainty.

Zongke Bao, Wenyi Li, Mengdi Gao, Conghu Liu, Xugang Zhang, Wei Cai

IEEE Access, 2020

A Multi-Label Deep Learning Model with Interpretable Grad-CAM for Diabetic Retinopathy Classification.

Hongyang Jiang, Jie Xu, Rongjie Shi, Kang Yang, Dongdong Zhang, Mengdi Gao, He Ma, Wei Qian

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Soft Computing Techniques for Surface Roughness Prediction in Hard Turning: A Literature Review.

Kang He, Mengdi Gao, Zhuanzhe Zhao

IEEE Access, 2019

An Interpretable Ensemble Deep Learning Model for Diabetic Retinopathy Disease Classification.

Hongyang Jiang, Kang Yang, Mengdi Gao, Dongdong Zhang, He Ma, Wei Qian

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Quantitative pathologic analysis of pulmonary nodules using three-dimensional computed tomography images based on latent Dirichlet allocation.

Mengdi Gao, Hongyang Jiang, Dongdong Zhang, He Ma, Wei Qian

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling.

Mengdi Gao, Jamie Haddock, Denali Molitor, Deanna Needell, Eli Sadovnik, Tyler Will, Runyu Zhang

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018

An Automatic Detection System of Lung Nodule Based on Multigroup Patch-Based Deep Learning Network.

Hongyang Jiang, He Ma, Wei Qian, Mengdi Gao, Yan Li

IEEE J. Biomed. Health Informatics, 2018

A Delayed-Excitation Data Acquisition Method for High-Frequency Ultrasound Imaging.

Weibao Qiu, Jingjing Xia, Yulong Shi, Peitian Mu, Xingying Wang, Mengdi Gao, Congzhi Wang, Yang Xiao, Ge Yang, Jihong Liu, Lei Sun, Hairong Zheng

IEEE Trans. Biomed. Eng., 2018

2017

An Assisted Diagnosis System for Detection of Early Pulmonary Nodule in Computed Tomography Images.

Jikui Liu, Hongyang Jiang, Mengdi Gao, Chen-Guang He, Yu Wang, Pu Wang, He Ma, Ye Li

J. Medical Syst., 2017

A novel pixel value space statistics map of the pulmonary nodule for classification in computerized tomography images.

Hongyang Jiang, He Ma, Wei Qian, Guohui Wei, Xinzhuo Zhao, Mengdi Gao

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

A Novel Indicator for Cuff-Less Blood Pressure Estimation Based on Photoplethysmography.

Hongyang Jiang, Fen Miao, Mengdi Gao, Xi Hong, Qingyun He, He Ma, Ye Li

Proceedings of the Health Information Science - 5th International Conference, 2016