Junyan Lyu

Orcid: 0000-0001-5744-5201

According to our database1, Junyan Lyu authored at least 26 papers between 2019 and 2024.

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

Timeline

Legend:

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Links

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Bibliography

2024
SSiT: Saliency-Guided Self-Supervised Image Transformer for Diabetic Retinopathy Grading.
IEEE J. Biomed. Health Informatics, May, 2024

Branch and price algorithm for route optimization on customized bus service.
Ann. Oper. Res., April, 2024

LDDMM-Face: Large deformation diffeomorphic metric learning for cross-annotation face alignment.
Pattern Recognit., 2024

2023
autoSMIM: Automatic Superpixel-Based Masked Image Modeling for Skin Lesion Segmentation.
IEEE Trans. Medical Imaging, December, 2023

Super-Resolution on Rotationally Scanned Photoacoustic Microscopy Images Incorporating Scanning Prior.
CoRR, 2023

Prior Guided 3D Medical Image Landmark Localization.
Proceedings of the Medical Imaging with Deep Learning, 2023

Learning Ontology-Based Hierarchical Structural Relationship for Whole Brain Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

PRIOR: Prototype Representation Joint Learning from Medical Images and Reports.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation.
IEEE Trans. Medical Imaging, 2022

Scheduling heterogeneous delivery tasks on a mixed logistics platform.
Eur. J. Oper. Res., 2022

Superpixel Inpainting For Self-Supervised Skin Lesion Segmentation from Dermoscopic Images.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021
Routing Optimisation of Urban Medical Waste Recycling Network considering Differentiated Collection Strategy and Time Windows.
Sci. Program., 2021

Identifying the key components in ResNet-50 for diabetic retinopathy grading from fundus images: a systematic investigation.
CoRR, 2021

LDDMM-Face: Large Deformation Diffeomorphic Metric Learning for Flexible and Consistent Face Alignment.
CoRR, 2021

Adjacent Scale Fusion and Corneal Position Embedding for Corneal Ulcer Segmentation.
Proceedings of the Ophthalmic Medical Image Analysis - 8th International Workshop, 2021

BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framework for Segmenting and Classifying OCTA Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Lesion-Based Contrastive Learning for Diabetic Retinopathy Grading from Fundus Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

I-SECRET: Importance-Guided Fundus Image Enhancement via Semi-supervised Contrastive Constraining.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Prior Guided Fundus Image Quality Enhancement Via Contrastive Learning.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Model and Hybrid Algorithm of Collaborative Distribution System with Multiple Drones and a Truck.
Sci. Program., 2020

Deep Learning Based Discrimination of Corneal Ulcer Patterns Using Fluorescein Staining Images.
Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020

Transfer Learning for Automatic Cornea Segmentation based on Ocular Staining Images.
Proceedings of the ISICDM 2020: The Fourth International Symposium on Image Computing and Digital Medicine, 2020

Probability distribution guided optic disc and cup segmentation from fundus images.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Fundus Image Based Retinal Vessel Segmentation Utilizing a Fast and Accurate Fully Convolutional Network.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019

Fully Automatic White Matter Hyperintensity Segmentation using U-net and Skip Connection.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019


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