Shenghua Cheng

According to our database, Shenghua Cheng authored at least 16 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Cytopathology Image Super-Resolution of Portable Microscope Based on Convolutional Window-Integration Transformer.

Jinyu Zhang, Shenghua Cheng, Xiuli Liu, Ning Li, Gong Rao, Shaoqun Zeng

IEEE Trans. Computational Imaging, 2025

An online adaptive augmentation strategy for cervical cytopathology image recognition.

Hongmei Tang, Xinyi Liu, Shenghua Cheng, Xiuli Liu

Pattern Recognit. Lett., 2025

2024

LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset.

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

IEEE J. Biomed. Health Informatics, March, 2024

Disentanglement of content and style features in multi-center cytology images via contrastive self-supervised learning.

Chongzhe Tian, Xiuli Liu, Shenghua Cheng, Jiaxin Bai, Li Chen, Shaoqun Zeng

Biomed. Signal Process. Control., 2024

2023

ParamNet: A Parameter-variable Network for Fast Stain Normalization.

Hongtao Kang, Die Luo, Li Chen, Junbo Hu, Shenghua Cheng, Tingwei Quan, Shaoqun Zeng, Xiuli Liu

CoRR, 2023

2022

STSRNet: Self-Texture Transfer Super-Resolution and Refocusing Network.

Jiabo Ma, Sibo Liu, Shenghua Cheng, Ruixi Chen, Xiuli Liu, Li Chen, Shaoqun Zeng

IEEE Trans. Medical Imaging, 2022

Cervical cytopathology image refocusing via multi-scale attention features and domain normalization.

Xiebo Geng, Xiuli Liu, Shenghua Cheng, Shaoqun Zeng

Medical Image Anal., 2022

Cervical Glandular Cell Detection from Whole Slide Image with Out-Of-Distribution Data.

Ziquan Wei, Shenghua Cheng, Xiuli Liu, Shaoqun Zeng

CoRR, 2022

2021

An Efficient Cervical Whole Slide Image Analysis Framework Based on Multi-scale Semantic and Spatial Features using Deep Learning.

Ziquan Wei, Shenghua Cheng, Xiuli Liu, Shaoqun Zeng

CoRR, 2021

2020

PathSRGAN: Multi-Supervised Super-Resolution for Cytopathological Images Using Generative Adversarial Network.

Jiabo Ma, Jingya Yu, Sibo Liu, Li Chen, Xu Li, Jie Feng, Zhixing Chen, Shaoqun Zeng, Xiuli Liu, Shenghua Cheng

IEEE Trans. Medical Imaging, 2020

Reconstruct high-resolution multi-focal plane images from a single 2D wide field image.

Jiabo Ma, Sibo Liu, Shenghua Cheng, Xiuli Liu, Li Cheng, Shaoqun Zeng

CoRR, 2020

FFusionCGAN: An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides.

Xiebo Geng, Sibo Liu, Wei Han, Xu Li, Jiabo Ma, Jingya Yu, Xiuli Liu, Shaoqun Zeng, Li Chen, Shenghua Cheng

CoRR, 2020

2019

From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge.

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

IEEE Trans. Medical Imaging, 2019

DeepBouton: Automated Identification of Single-Neuron Axonal Boutons at the Brain-Wide Scale.

Shenghua Cheng, Xiaojun Wang, Yurong Liu, Lei Su, Tingwei Quan, Ning Li, Fangfang Yin, Feng Xiong, Xiaomao Liu, Qingming Luo, Hui Gong, Shaoqun Zeng

Frontiers Neuroinformatics, 2019

Multi-stage domain adversarial style reconstruction for cytopathological image stain normalization.

Xihao Chen, Jingya Yu, Li Chen, Shaoqun Zeng, Xiuli Liu, Shenghua Cheng

CoRR, 2019

2016

Large-scale localization of touching somas from 3D images using density-peak clustering.

Shenghua Cheng, Tingwei Quan, Xiaomao Liu, Shaoqun Zeng

BMC Bioinform., 2016