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Shenghua Cheng
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2020 – today
- 2024
- [j8]Chongzhe Tian, Xiuli Liu
, Shenghua Cheng
Disentanglement of content and style features in multi-center cytology images via contrastive self-supervised learning. Biomed. Signal Process. Control. 95: 106395 (2024) - [j7]Yiping Jiao
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset. IEEE J. Biomed. Health Informatics 28(3): 1161-1172 (2024) - 2023
- [i6]Hongtao Kang, Die Luo, Li Chen, Junbo Hu, Shenghua Cheng, Tingwei Quan, Shaoqun Zeng, Xiuli Liu:
ParamNet: A Parameter-variable Network for Fast Stain Normalization. CoRR abs/2305.06511 (2023) - 2022
- [j6]Xiebo Geng, Xiuli Liu, Shenghua Cheng
Cervical cytopathology image refocusing via multi-scale attention features and domain normalization. Medical Image Anal. 81: 102566 (2022) - [j5]Jiabo Ma
STSRNet: Self-Texture Transfer Super-Resolution and Refocusing Network. IEEE Trans. Medical Imaging 41(2): 383-393 (2022) - [i5]Ziquan Wei
Cervical Glandular Cell Detection from Whole Slide Image with Out-Of-Distribution Data. CoRR abs/2205.14625 (2022) - 2021
- [i4]Ziquan Wei
An Efficient Cervical Whole Slide Image Analysis Framework Based on Multi-scale Semantic and Spatial Features using Deep Learning. CoRR abs/2106.15113 (2021) - 2020
- [j4]Jiabo Ma
PathSRGAN: Multi-Supervised Super-Resolution for Cytopathological Images Using Generative Adversarial Network. IEEE Trans. Medical Imaging 39(9): 2920-2930 (2020) - [i3]Xiebo Geng, Sibo Liu, Wei Han, Xu Li, Jiabo Ma, Jingya Yu, Xiuli Liu, Shaoqun Zeng, Li Chen, Shenghua Cheng:
FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides. CoRR abs/2001.00692 (2020) - [i2]Jiabo Ma, Sibo Liu, Shenghua Cheng, Xiuli Liu, Li Cheng, Shaoqun Zeng:
Reconstruct high-resolution multi-focal plane images from a single 2D wide field image. CoRR abs/2009.09574 (2020)
2010 – 2019
- 2019
- [j3]Shenghua Cheng
DeepBouton: Automated Identification of Single-Neuron Axonal Boutons at the Brain-Wide Scale. Frontiers Neuroinformatics 13: 25 (2019) - [j2]Péter Bándi
From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge. IEEE Trans. Medical Imaging 38(2): 550-560 (2019) - [i1]Xihao Chen, Jingya Yu, Li Chen, Shaoqun Zeng, Xiuli Liu, Shenghua Cheng:
Multi-stage domain adversarial style reconstruction for cytopathological image stain normalization. CoRR abs/1909.05184 (2019) - 2016
- [j1]Shenghua Cheng
Large-scale localization of touching somas from 3D images using density-peak clustering. BMC Bioinform. 17: 375 (2016)
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