Xinzi Sun
Xinzi Sun
Senior Data Scientist, Walmart Global Tech
Verified email at
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DMA-Net: DeepLab with multi-scale attention for pavement crack segmentation
X Sun, Y Xie, L Jiang, Y Cao, B Liu
IEEE Transactions on Intelligent Transportation Systems 23 (10), 18392-18403, 2022
Colorectal polyp segmentation by U-Net with dilation convolution
X Sun, P Zhang, D Wang, Y Cao, B Liu
2019 18th IEEE international conference on machine learning and applications …, 2019
Using LIBS to diagnose melanoma in biomedical fluids deposited on solid substrates: Limits of direct spectral analysis and capability of machine learning
R Gaudiuso, E Ewusi-Annan, N Melikechi, X Sun, B Liu, LF Campesato, ...
Spectrochimica Acta Part B: Atomic Spectroscopy 146, 106-114, 2018
AFP-Net: Realtime Anchor-Free Polyp Detection in Colonoscopy
D Wang, N Zhang, X Sun, P Zhang, C Zhang, Y Cao, B Liu
arXiv preprint arXiv:1909.02477, 2019
Mini lesions detection on diabetic retinopathy images via large scale CNN features
Q Chen, X Sun, N Zhang, Y Cao, B Liu
2019 IEEE 31st International conference on tools with artificial …, 2019
Afp-mask: Anchor-free polyp instance segmentation in colonoscopy
D Wang, S Chen, X Sun, Q Chen, Y Cao, B Liu, X Liu
IEEE Journal of Biomedical and Health Informatics 26 (7), 2995-3006, 2022
An efficient spatial-temporal polyp detection framework for colonoscopy video
P Zhang, X Sun, D Wang, X Wang, Y Cao, B Liu
2019 IEEE 31st International Conference on Tools with Artificial …, 2019
Colorectal polyp detection in real-world scenario: Design and experiment study
X Sun, D Wang, C Zhang, P Zhang, Z Xiong, Y Cao, B Liu, X Liu, S Chen
2020 IEEE 32nd International Conference on Tools with Artificial …, 2020
3d anchor-free lesion detector on computed tomography scans
N Zhang, D Wang, P Zhang, X Sun, C Zhang, Y Cao, B Liu
2019 First International Conference on Transdisciplinary AI (TransAI), 48-51, 2019
People re-identification by multi-branch cnn with multi-scale features
X Sun, N Zhang, Q Chen, Y Cao, B Liu
2019 IEEE International Conference on Image Processing (ICIP), 2269-2273, 2019
MAF-Net: Multi-branch anchor-free detector for polyp localization and classification in colonoscopy
X Sun, D Wang, Q Chen, J Ni, S Chen, X Liu, Y Cao, B Liu
International Conference on Medical Imaging with Deep Learning, 1162-1172, 2022
A machine learning-based system for real-time polyp detection (DeFrame): a retrospective study
S Chen, S Lu, Y Tang, D Wang, X Sun, J Yi, B Liu, Y Cao, Y Chen, X Liu
Frontiers in Medicine 9, 852553, 2022
erxnet: A pipeline of convolutional neural networks for tuberculosis screening
T Griffin, Q Chen, X Sun, D Wang, MJ Brunette, Y Cao, B Liu
International Journal of Semantic Computing 16 (01), 69-92, 2022
A knowledge-based decision support system for in vitro fertilization treatment
X Wang, N Zhang, J Wang, J Ni, X Sun, J Zhang, Z Liu, Y Cao, B Liu
2020 IEEE International Conference on E-health Networking, Application …, 2021
Enhance chest x-ray classification with multi-image fusion and Pseudo-3D reconstruction
J Ni, Z Bhuyan, Q Chen, X Sun, D Wang, Y Cao, B Liu
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
Colorectal Polyp Detection and Segmentation in Real-World Scenario
X Sun
University of Massachusetts Lowell, 2022
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