CV

Education

• Ph.D in School of Computing, University of Leeds, 2020-2024
• M.S. in School of Information Science and Engineering, Shandong University, 2017-2020
• B.S. in School of Information Science and Engineering, Shandong University, Shandong University, 2013-2017

Publications

GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation

Fengming Lin, et al. GS-EMA: Integrating Gradient Surgery Exponential Moving Average with Boundary-Aware Contrastive Learning for Enhanced Domain Generalization in Aneurysm Segmentation[C]//2024 IEEE 21th International Symposium on Biomedical Imaging (ISBI). IEEE, 2024.

Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive Learning

Fengming Lin, et al. Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive Learning[C]//2024 IEEE 21th International Symposium on Biomedical Imaging (ISBI). IEEE, 2024.

Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous Labels

Fengming Lin, et al. Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous Labels. arXiv preprint arXiv:2308.03613.

High-throughput 3DRA segmentation of brain vasculature and aneurysms using deep learning

Fengming Lin, et al. High-throughput 3DRA segmentation of brain vasculature and aneurysms using deep learning. Computer Methods and Programs in Biomedicine, 230, 107355.

Path aggregation U-Net model for brain tumor segmentation

Fengming Lin, et al. Path aggregation U-Net model for brain tumor segmentation[J]. Multimedia Tools and Applications, 2021, 80: 22951-22964.

FMNet: feature mining networks for brain tumor segmentation

Fengming Lin, et al. FMNet: feature mining networks for brain tumor segmentation. In 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) (pp. 555-560). IEEE.

Projects

Segmentation with Ambiguous/Partial Label

Brain Tumor Segmentation

Cerebral Vasculature Segmentation

Aneurysm Segmentation

Service and leadership

• Vice-President, Student Union, 2016
• Head of Planning Department, Student Union, 2015
• Head of Science, Technology and Academic Department, Student Union, 2014
• Nursing Home Volunteer, 2014