Shenghua Cheng

17 papers Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
A novel weakly supervised immunohistochemical cell segmentation method via counting labels.
Pattern Recognit.
Hua Ye, Ziwen Zhao, Xiuli Liu, Jiabo Ma, Sibo Liu, Shaoqun Zeng, Shenghua Cheng
2025 J jnl
An online adaptive augmentation strategy for cervical cytopathology image recognition.
Pattern Recognit. Lett.
Hongmei Tang, Xinyi Liu, Shenghua Cheng, Xiuli Liu
2025 J jnl
Cytopathology Image Super-Resolution of Portable Microscope Based on Convolutional Window-Integration Transformer.
IEEE Trans. Computational Imaging
Jinyu Zhang, Shenghua Cheng, Xiuli Liu, Ning Li, Gong Rao, Shaoqun Zeng
2024 J jnl
Disentanglement of content and style features in multi-center cytology images via contrastive self-supervised learning.
Biomed. Signal Process. Control.
Chongzhe Tian, Xiuli Liu, Shenghua Cheng, Jiaxin Bai, Li Chen, Shaoqun Zeng
2024 J jnl
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset.
IEEE J. Biomed. Health Informatics
Yiping Jiao, Jeroen van der Laak, Shadi Albarqouni, Zhang Li, Tao Tan, Abhir Bhalerao, Shenghua Cheng, Jiabo Ma, John Pocock, Josien P. W. Pluim, Navid Alemi Koohbanani, Raja Muhammad Saad Bashir, Shan-E-Ahmed Raza, Sibo Liu, Simon Graham, Suzanne C. Wetstein, Syed Ali Khurram, Xiuli Liu, Nasir M. Rajpoot, Mitko Veta, Francesco Ciompi
2023 J jnl
ParamNet: A Parameter-variable Network for Fast Stain Normalization.
CoRR
Hongtao Kang, Die Luo, Li Chen, Junbo Hu, Shenghua Cheng, Tingwei Quan, Shaoqun Zeng, Xiuli Liu
2022 J jnl
Cervical Glandular Cell Detection from Whole Slide Image with Out-Of-Distribution Data.
CoRR
Ziquan Wei, Shenghua Cheng, Xiuli Liu, Shaoqun Zeng
2022 J jnl
Cervical cytopathology image refocusing via multi-scale attention features and domain normalization.
Medical Image Anal.
Xiebo Geng, Xiuli Liu, Shenghua Cheng, Shaoqun Zeng
2022 J jnl
STSRNet: Self-Texture Transfer Super-Resolution and Refocusing Network.
IEEE Trans. Medical Imaging
Jiabo Ma, Sibo Liu, Shenghua Cheng, Ruixi Chen, Xiuli Liu, Li Chen, Shaoqun Zeng
2021 J jnl
An Efficient Cervical Whole Slide Image Analysis Framework Based on Multi-scale Semantic and Spatial Features using Deep Learning.
CoRR
Ziquan Wei, Shenghua Cheng, Xiuli Liu, Shaoqun Zeng
2020 J jnl
FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides.
CoRR
Xiebo Geng, Sibo Liu, Wei Han, Xu Li, Jiabo Ma, Jingya Yu, Xiuli Liu, Shaoqun Zeng, Li Chen, Shenghua Cheng
2020 J jnl
PathSRGAN: Multi-Supervised Super-Resolution for Cytopathological Images Using Generative Adversarial Network.
IEEE Trans. Medical Imaging
Jiabo Ma, Jingya Yu, Sibo Liu, Li Chen, Xu Li, Jie Feng, Zhixing Chen, Shaoqun Zeng, Xiuli Liu, Shenghua Cheng
2020 J jnl
Reconstruct high-resolution multi-focal plane images from a single 2D wide field image.
CoRR
Jiabo Ma, Sibo Liu, Shenghua Cheng, Xiuli Liu, Li Cheng, Shaoqun Zeng
2019 J jnl
DeepBouton: Automated Identification of Single-Neuron Axonal Boutons at the Brain-Wide Scale.
Frontiers Neuroinformatics
Shenghua Cheng, Xiaojun Wang, Yurong Liu, Lei Su, Tingwei Quan, Ning Li, Fangfang Yin, Feng Xiong, Xiaomao Liu, Qingming Luo, Hui Gong, Shaoqun Zeng
2019 J jnl
From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge.
IEEE Trans. Medical Imaging
Péter Bándi, Oscar Geessink, Quirine Manson, Marcory Van Dijk, Maschenka Balkenhol, Meyke Hermsen, Babak Ehteshami Bejnordi, Byungjae Lee, Kyunghyun Paeng, Aoxiao Zhong, Quanzheng Li, Farhad Ghazvinian Zanjani, Svitlana Zinger, Keisuke Fukuta, Daisuke Komura, Vlado Ovtcharov, Shenghua Cheng, Shaoqun Zeng, Jeppe Thagaard, Anders B. Dahl, Huangjing Lin, Hao Chen, Ludwig Jacobsson, Martin Hedlund, Melih Çetin, Eren Halici, Hunter Jackson, Richard Chen, Fabian Both, Jörg Franke, Heidi Küsters-Vandevelde, Willem Vreuls, Peter Bult, Bram van Ginneken, Jeroen van der Laak, Geert Litjens
2019 J jnl
Multi-stage domain adversarial style reconstruction for cytopathological image stain normalization.
CoRR
Xihao Chen, Jingya Yu, Li Chen, Shaoqun Zeng, Xiuli Liu, Shenghua Cheng
2016 J jnl
Large-scale localization of touching somas from 3D images using density-peak clustering.
BMC Bioinform.
Shenghua Cheng, Tingwei Quan, Xiaomao Liu, Shaoqun Zeng