Mengdi Gao

Orcid: 0000-0001-5999-3578

According to our database1, Mengdi Gao authored at least 23 papers between 2016 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Discriminative ensemble meta-learning with co-regularization for rare fundus diseases diagnosis.
Medical Image Anal., October, 2023

Eye tracking based deep learning analysis for the early detection of diabetic retinopathy: A pilot study.
Biomed. Signal Process. Control., July, 2023

Multi-Learner Based Deep Meta-Learning for Few-Shot Medical Image Classification.
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.
CoRR, 2023

Label-noise-tolerant medical image classification via self-attention and self-supervised learning.
CoRR, 2023

Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection.
CoRR, 2023

Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling.
CoRR, 2023

2022
Triplet Cross-Fusion Learning for Unpaired Image Denoising in Optical Coherence Tomography.
IEEE Trans. Medical Imaging, 2022

Multiobjective Optimization of Roadheader Shovel-Plate Parameters Using Gray Weight and Particle Swarm Optimization.
IEEE Access, 2022

2021
A Label Management Mechanism for Retinal Fundus Image Classification of Diabetic Retinopathy.
CoRR, 2021

A Dynamic Priority Packet Scheduling Scheme for Post-disaster UAV-assisted Mobile Ad Hoc network.
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.
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.
IEEE Access, 2020

A Multi-Label Deep Learning Model with Interpretable Grad-CAM for Diabetic Retinopathy Classification.
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.
IEEE Access, 2019

An Interpretable Ensemble Deep Learning Model for Diabetic Retinopathy Disease Classification.
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.
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.
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.
IEEE J. Biomed. Health Informatics, 2018

A Delayed-Excitation Data Acquisition Method for High-Frequency Ultrasound Imaging.
IEEE Trans. Biomed. Eng., 2018

2017
An Assisted Diagnosis System for Detection of Early Pulmonary Nodule in Computed Tomography Images.
J. Medical Syst., 2017

A novel pixel value space statistics map of the pulmonary nodule for classification in computerized tomography images.
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.
Proceedings of the Health Information Science - 5th International Conference, 2016


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