Mengdi Gao

29 papers B 1C 1Journal 19Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Development of an Optimized Computer-Aided Design Model With Ecological Sustainability: Neural Network-Assisted Environmental Design.
Int. J. Cogn. Informatics Nat. Intell.
Mengdi Gao, Chenyu Hu
2025 J jnl
GlanceSeg: Real-Time Microaneurysm Lesion Segmentation With Gaze-Map-Guided Foundation Model for Early Detection of Diabetic Retinopathy.
IEEE J. Biomed. Health Informatics
Hongyang Jiang, Mengdi Gao, Zirong Liu, Chen Tang, Xiaoqing Zhang, Shuai Jiang, Wu Yuan, Jiang Liu
2025 J jnl
Landscape Design Utilizing Visual Communication Technologies.
Int. J. Inf. Syst. Model. Des.
Mengdi Gao, Chenyu Hu
2024 J jnl
DCAMIL: Eye-tracking guided dual-cross-attention multi-instance learning for refining fundus disease detection.
Expert Syst. Appl.
Hongyang Jiang, Mengdi Gao, Jingqi Huang, Chen Tang, Xiaoqing Zhang, Jiang Liu
2024 — conf
Diversified and Structure-Realistic Fundus Image Synthesis for Diabetic Retinopathy Lesion Segmentation.
MICCAI (12)
Xiaoyi Feng, Minqing Zhang, Mengxian He, Mengdi Gao, Hao Wei, Wu Yuan
2024 — conf
SSL-ENSAM: Utilizing Sam for Semi-Supervised Retinal Vessel Segmentation with Quality-Aware Enhancement.
ISBI
Mengxian He, Minqing Zhang, Hing Lam Chang, Xiaoyi Feng, Mengdi Gao, Shuai Jiang, Wu Yuan
2023 J jnl
Discriminative ensemble meta-learning with co-regularization for rare fundus diseases diagnosis.
Medical Image Anal.
Mengdi Gao, Hongyang Jiang, Lei Zhu, Zhe Jiang, Mufeng Geng, Qiushi Ren, Yanye Lu
2023 J jnl
Eye tracking based deep learning analysis for the early detection of diabetic retinopathy: A pilot study.
Biomed. Signal Process. Control.
Hongyang Jiang, Yilin Hou, Hanpei Miao, Haili Ye, Mengdi Gao, Xiaoling Li, Richu Jin, Jiang Liu
2023 J jnl
Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection.
CoRR
Hongyang Jiang, Jingqi Huang, Chen Tang, Xiaoqing Zhang, Mengdi Gao, Jiang Liu
2023 J jnl
GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy.
CoRR
Hongyang Jiang, Mengdi Gao, Zirong Liu, Chen Tang, Xiaoqing Zhang, Shuai Jiang, Wu Yuan, Jiang Liu
2023 J jnl
Label-noise-tolerant medical image classification via self-attention and self-supervised learning.
CoRR
Hongyang Jiang, Mengdi Gao, Yan Hu, Qiushi Ren, Zhaoheng Xie, Jiang Liu
2023 J jnl
Multi-Learner Based Deep Meta-Learning for Few-Shot Medical Image Classification.
IEEE J. Biomed. Health Informatics
Hongyang Jiang, Mengdi Gao, Heng Li, Richu Jin, Hanpei Miao, Jiang Liu
2023 J jnl
Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling.
CoRR
Tyler Will, Runyu Zhang, Eli Sadovnik, Mengdi Gao, Joshua Vendrow, Jamie Haddock, Denali Molitor, Deanna Needell
2022 J jnl
Multiobjective Optimization of Roadheader Shovel-Plate Parameters Using Gray Weight and Particle Swarm Optimization.
IEEE Access
Qiang Li, Songyong Liu, Mengdi Gao
2022 J jnl
Triplet Cross-Fusion Learning for Unpaired Image Denoising in Optical Coherence Tomography.
IEEE Trans. Medical Imaging
Mufeng Geng, Xiangxi Meng, Lei Zhu, Zhe Jiang, Mengdi Gao, Zhiyu Huang, Bin Qiu, Yicheng Hu, Yibao Zhang, Qiushi Ren, Yanye Lu
2021 B conf
A Dynamic Priority Packet Scheduling Scheme for Post-disaster UAV-assisted Mobile Ad Hoc network.
WCNC
Mengdi Gao, Biling Zhang, Li Wang
2021 J jnl
A Label Management Mechanism for Retinal Fundus Image Classification of Diabetic Retinopathy.
CoRR
Mengdi Gao, Ximeng Feng, Mufeng Geng, Zhe Jiang, Lei Zhu, Xiangxi Meng, Chuanqing Zhou, Qiushi Ren, Yanye Lu
2021 — conf
Neonatal Fundus Image Registration and Mosaic Using Improved Speeded Up Robust Features Based on Shannon Entropy.
EMBC
Hongyang Jiang, Mengdi Gao, Kang Yang, Dongdong Zhang, He Ma, Wei Qian
2020 — conf
A Multi-Label Deep Learning Model with Interpretable Grad-CAM for Diabetic Retinopathy Classification.
EMBC
Hongyang Jiang, Jie Xu, Rongjie Shi, Kang Yang, Dongdong Zhang, Mengdi Gao, He Ma, Wei Qian
2020 J jnl
An Integrated Optimization Decision Method for Remanufacturing Process Based on Conditional Evidence Theory Under Uncertainty.
IEEE Access
Zongke Bao, Wenyi Li, Mengdi Gao, Conghu Liu, Xugang Zhang, Wei Cai
2019 — conf
An Interpretable Ensemble Deep Learning Model for Diabetic Retinopathy Disease Classification.
EMBC
Hongyang Jiang, Kang Yang, Mengdi Gao, Dongdong Zhang, He Ma, Wei Qian
2019 — conf
Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling.
CAMSAP
Mengdi Gao, Jamie Haddock, Denali Molitor, Deanna Needell, Eli Sadovnik, Tyler Will, Runyu Zhang
2019 — conf
Quantitative pathologic analysis of pulmonary nodules using three-dimensional computed tomography images based on latent Dirichlet allocation.
EMBC
Mengdi Gao, Hongyang Jiang, Dongdong Zhang, He Ma, Wei Qian
2019 J jnl
Soft Computing Techniques for Surface Roughness Prediction in Hard Turning: A Literature Review.
IEEE Access
Kang He, Mengdi Gao, Zhuanzhe Zhao
2018 J jnl
A Delayed-Excitation Data Acquisition Method for High-Frequency Ultrasound Imaging.
IEEE Trans. Biomed. Eng.
Weibao Qiu, Jingjing Xia, Yulong Shi, Peitian Mu, Xingying Wang, Mengdi Gao, Congzhi Wang, Yang Xiao, Ge Yang, Jihong Liu, Lei Sun, Hairong Zheng
2018 J jnl
An Automatic Detection System of Lung Nodule Based on Multigroup Patch-Based Deep Learning Network.
IEEE J. Biomed. Health Informatics
Hongyang Jiang, He Ma, Wei Qian, Mengdi Gao, Yan Li
2017 — conf
A novel pixel value space statistics map of the pulmonary nodule for classification in computerized tomography images.
EMBC
Hongyang Jiang, He Ma, Wei Qian, Guohui Wei, Xinzhuo Zhao, Mengdi Gao
2017 J jnl
An Assisted Diagnosis System for Detection of Early Pulmonary Nodule in Computed Tomography Images.
J. Medical Syst.
Jikui Liu, Hongyang Jiang, Mengdi Gao, Chen-Guang He, Yu Wang, Pu Wang, He Ma, Ye Li
2016 C conf
A Novel Indicator for Cuff-Less Blood Pressure Estimation Based on Photoplethysmography.
HIS
Hongyang Jiang, Fen Miao, Mengdi Gao, Xi Hong, Qingyun He, He Ma, Ye Li