Shenghua Cheng

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 14

Top Topics

Top Venues

IEEE Trans. Medical Imaging

Frontiers Neuroinformatics

Biomed. Signal Process. Control.

Publications

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
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Chongzhe Tian, Xiuli Liu, Shenghua Cheng, Jiaxin Bai, Li Chen, Shaoqun Zeng
Disentanglement of content and style features in multi-center cytology images via contrastive self-supervised learning. Biomed. Signal Process. Control. 95 (2024)
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 (2023)
Xiebo Geng, Xiuli Liu, Shenghua Cheng, Shaoqun Zeng
Cervical cytopathology image refocusing via multi-scale attention features and domain normalization. Medical Image Anal. 81 (2022)
Jiabo Ma, Sibo Liu, Shenghua Cheng, Ruixi Chen, Xiuli Liu, Li Chen, Shaoqun Zeng
STSRNet: Self-Texture Transfer Super-Resolution and Refocusing Network. IEEE Trans. Medical Imaging 41 (2) (2022)
Ziquan Wei, Shenghua Cheng, Xiuli Liu, Shaoqun Zeng
Cervical Glandular Cell Detection from Whole Slide Image with Out-Of-Distribution Data. CoRR (2022)
Ziquan Wei, Shenghua Cheng, Xiuli Liu, Shaoqun Zeng
An Efficient Cervical Whole Slide Image Analysis Framework Based on Multi-scale Semantic and Spatial Features using Deep Learning. CoRR (2021)
Jiabo Ma, Jingya Yu, Sibo Liu, Li Chen, Xu Li, Jie Feng, Zhixing Chen, Shaoqun Zeng, Xiuli Liu, Shenghua Cheng
PathSRGAN: Multi-Supervised Super-Resolution for Cytopathological Images Using Generative Adversarial Network. IEEE Trans. Medical Imaging 39 (9) (2020)
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 (2020)
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 (2020)
Xihao Chen, Jingya Yu, Li Chen, Shaoqun Zeng, Xiuli Liu, Shenghua Cheng
Multi-stage domain adversarial style reconstruction for cytopathological image stain normalization. CoRR (2019)
Shenghua Cheng, Xiaojun Wang, Yurong Liu, Lei Su, Tingwei Quan, Ning Li, Fangfang Yin, Feng Xiong, Xiaomao Liu, Qingming Luo, Hui Gong, Shaoqun Zeng
DeepBouton: Automated Identification of Single-Neuron Axonal Boutons at the Brain-Wide Scale. Frontiers Neuroinformatics 13 (2019)
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
From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge. IEEE Trans. Medical Imaging 38 (2) (2019)
Shenghua Cheng, Tingwei Quan, Xiaomao Liu, Shaoqun Zeng
Large-scale localization of touching somas from 3D images using density-peak clustering. BMC Bioinform. 17 (2016)