Peng Jiang 江鹏 Ph.D. candidate School of Computer Science Wuhan University (武汉大学) Wuhan, Hubei Province Email: pelenjiang@whu.edu.cn

Biography

I am now a Ph.D. candidate in BIOD Lab, School of Computer Science, Wuhan University. I received my master degree from Wuhan University (WHU) in 2023. Before that, I received my bachelor degree from Northwest A&F University (NWAFU) in 2020.

My research interests mainly lie in Deep Learning, Computational Pathology and Medical Image Analysis. I am currently studying on automatic cervical cancer screening and dedicate to incorporating medical domain knowledge with computational cytology.

News

Experiences

• 2023.07-2024.08     Biod Lab, Wuhan University
  Research assistant advised by Prof. Juan Liu.    Topic: Medical image analysis
• 2021.05-2022.04     Wuhan Landing Medical High-Tech Co. Ltd. (Landing Med)
  Research intern in AI group.    Topic: Stitching and registration of whole slide image
• 2018.03-2020.03      Parallel Computing and Visual Processing Lab, Northwest A&F University
  Research assistant advised by Prof. Bin Liu.    Topic: Detection of apple leaf diseases

Selected Publications

† indicates equal contribution.

	Stain Normalization of Pathological Images Using Self-Attention based CycleGAN with Grey Scale Consistency Loss Zheng Chen, Peng Jiang, Wensi Duan, Lang Wang, Cheng Li, Junfeng Wang, Juan Liu. Pattern Analysis and Applications (PAA), 2025.
	Interpretable Detector for Cervical Cytology Using Self-Attention and Cell Origin Group Guidance Peng Jiang, Juan Liu, Jing Feng, Hua Chen, Yuqi Chen, Cheng Li, Baochuan Pang, Dehua Cao. Engineering Applications of Artificial Intelligence (EAAI), 2024.
	Coupling Self-supervised and Supervised Contrastive Learning for Multiple Classification of Cervical Cytological Whole Slide Images Lang Wang †, Peng Jiang †, Wensi Duan, Dehua Cao, Baochuan Pang, Juan Liu. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2024).
	A Systematic Review of Deep Learning-based Cervical Cytology Screening: from Cell Identification to Whole Slide Image Analysis Peng Jiang, Xuekong Li, Hui Shen, Yuqi Chen, Lang Wang, Hua Chen, Jing Feng, Juan Liu. Artificial Intelligence Review (AIR), 2023.
	LGViT: Local-Global Vision Transformer for Breast Cancer Histopathological Image Classification Lang Wang, Juan Liu, Peng Jiang, Dehua Cao, Baochuan Pang. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2023).
	Medical Knowledge guided Intra-Specimen Reference Network for Cervical Cell Classification Peng Jiang, Juan Liu, Yuqi Chen, Hongyu Dong, Hua Chen, Baochuan Pang, Dehua Cao. IEEE International Symposium on Biomedical Imaging (ISBI 2023).

Professional Services

• Conference Reviewer:
  IEEE International Symposium on Biomedical Imaging (ISBI)
  IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
  International Conference on Neural Information Processing (ICONIP)
  
• Journal Reviewer:
  npj Digital Medicine
  Engineering Applications of Artificial Intelligence
  International Journal of Intelligent Systems
  Biomedical Signal Processing and Control
  International Journal of Computational Intelligence Systems
  Journal of Imaging Informatics in Medicine
  Scientific Report
  Multimedia Tools and Applications
  

Projects & Competitions

• 2019.11     Artificial Intelligence Creative Competition
  Main member, China University Computer Competition, national 2nd prize
• 2019.04     Image Group: Supernova discovery
  Captain, 2019 Future Cup AI Challenge, 2nd place in northwest region