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shenghua cheng
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From detection of individual metastases to classification of lymph node status at the patient level: the camelyon17 challenge
P Bandi, O Geessink, Q Manson, M Van Dijk, M Balkenhol, M Hermsen, ...
IEEE transactions on medical imaging 38 (2), 550-560, 2018
6292018
Robust whole slide image analysis for cervical cancer screening using deep learning
S Cheng, S Liu, J Yu, G Rao, Y Xiao, W Han, W Zhu, X Lv, N Li, J Cai, ...
Nature communications 12 (1), 5639, 2021
1552021
PathSRGAN: multi-supervised super-resolution for cytopathological images using generative adversarial network
J Ma, J Yu, S Liu, L Chen, X Li, J Feng, Z Chen, S Zeng, X Liu, S Cheng
IEEE transactions on medical imaging 39 (9), 2920-2930, 2020
532020
Chemical sectioning fluorescence tomography: high-throughput, high-contrast, multicolor, whole-brain imaging at subcellular resolution
X Wang, H Xiong, Y Liu, T Yang, A Li, F Huang, F Yin, L Su, L Liu, N Li, ...
Cell Reports 34 (5), 2021
422021
An Efficient Cervical Whole Slide Image Analysis Framework Based on Multi-scale Semantic and Location Deep Features
Z Wei, S Cheng, J Hu, L Chen, S Zeng, X Liu
arXiv preprint arXiv:2106.15113, 2021
182021
An unsupervised style normalization method for cytopathology images
X Chen, J Yu, S Cheng, X Geng, S Liu, W Han, J Hu, L Chen, X Liu, ...
Computational and Structural Biotechnology Journal 19, 3852-3863, 2021
172021
Large-scale localization of touching somas from 3D images using density-peak clustering
S Cheng, T Quan, X Liu, S Zeng
BMC bioinformatics 17, 1-12, 2016
142016
STSRNet: Self-texture transfer super-resolution and refocusing network
J Ma, S Liu, S Cheng, R Chen, X Liu, L Chen, S Zeng
IEEE Transactions on Medical Imaging 41 (2), 383-393, 2021
122021
DeepBouton: automated identification of single-neuron axonal boutons at the brain-wide scale
S Cheng, X Wang, Y Liu, L Su, T Quan, N Li, F Yin, F Xiong, X Liu, Q Luo, ...
Frontiers in Neuroinformatics 13, 25, 2019
122019
Cervical cytopathology image refocusing via multi-scale attention features and domain normalization
X Geng, X Liu, S Cheng, S Zeng
Medical Image Analysis 81, 102566, 2022
102022
LYSTO: The lymphocyte assessment hackathon and benchmark dataset
Y Jiao, J van der Laak, S Albarqouni, Z Li, T Tan, A Bhalerao, S Cheng, ...
IEEE journal of biomedical and health informatics, 2023
62023
FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides
X Geng, S Liua, W Han, X Li, J Ma, J Yu, X Liu, S Zeng, L Chen, S Cheng
arXiv preprint arXiv:2001.00692, 2020
62020
Cervical cell classification based on attention mechanism and multi-resolution feature fusion
J Yu, G Wang, S Cheng
2022 3rd International Conference on Information Science, Parallel and …, 2022
42022
Multi-stage domain adversarial style reconstruction for cytopathological image stain normalization
X Chen, J Yu, L Chen, S Zeng, X Liu, S Cheng
arXiv preprint arXiv:1909.05184, 2019
42019
An efficient cervical whole slide image analysis framework based on multi-scale semantic and spatial features using deep learning
Z Wei, S Cheng, X Liu, S Zeng
arXiv preprint arXiv:2106.15113, 2021
32021
Cervical Glandular Cell Detection from Whole Slide Image with Out-Of-Distribution Data
Z Wei, S Cheng, J Cai, S Zeng, X Liu, Z Wang
arXiv preprint arXiv:2205.14625, 2022
22022
Reconstruct high-resolution multi-focal plane images from a single 2D wide field image
J Ma, S Liu, S Cheng, X Liu, L Cheng, S Zeng
arXiv preprint arXiv:2009.09574, 2020
22020
Multi-scale window transformer for cervical cytopathology image recognition
J Yi, X Liu, S Cheng, L Chen, S Zeng
Computational and Structural Biotechnology Journal 24, 314-321, 2024
12024
Paramnet: A parameter-variable network for fast stain normalization
H Kang, D Luo, L Chen, J Hu, S Cheng, T Quan, S Zeng, X Liu
arXiv preprint arXiv:2305.06511, 2023
12023
Discrimination of cervical cancer cells via cognition-based features
Y Liu, J Ma, X Li, X Liu, G Rao, J Tian, J Yu, S Cheng, S Zeng, L Chen, ...
Journal of Innovative Optical Health Sciences 13 (01), 2050001, 2020
12020
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