(†: equal contribution, ✉️: corresponding author, [C]: Conference, [J]: Journal, [A]: Arxiv)

Publications 📌📌📌:

2025 🐍

• PRAD: Periapical Radiograph Analysis Dataset and Benchmark Model Development [C]
  Zhenhuan Zhou†, Yuchen Zhang†, Ruihong Xu, Xuansen Zhao and Tao Li ✉️
  Medical Image Computing and Computer Assisted Intervention 2025 (MICCAI 2025) [Code]

• Towards Automated Pediatric Dental Development Staging: A Dataset and Model [C]
  Peng Wang, Along He, Zhihong Wang, Anli Wang, Zhenhuan Zhou and Tao Li ✉️
  Medical Image Computing and Computer Assisted Intervention 2025 (MICCAI 2025) [Code]

• Cross-Frequency Collaborative Training Network and Dataset for Semi-supervised First Molar Root Canal Segmentation [A]
  Zhenhuan Zhou†, Yuchen Zhang†, Along He, Peng Wang, Xueshuo Xie and Tao Li ✉️
  

• Med-URWKV: Pure RWKV With ImageNet Pre-training For Medical Image Segmentation [A]
  Zhenhuan Zhou and Tao Li ✉️
  

2024 🐲

• NKUT: Dataset and Benchmark for Pediatric Mandibular Wisdom Teeth Segmentation [J]
  Zhenhuan Zhou, Yuzhu Chen, Along He, Xitao Que, Kai Wang, Rui Yao ✉️ and Tao Li ✉️
  IEEE Journal of Biomedical and Health Informatics, vol. 28, no. 6, pp. 3523-3533, June 2024 [Code]

• Spatial-Frequency Dual Domain Attention Network For Medical Image Segmentation [C]
  Zhenhuan Zhou, Along He, Yanlin Wu, Rui Yao, Xueshuo Xie and Tao Li ✉️
  2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2024) [Code]

Awards 🏆🏆🏆:

• 2024.09: Nankai University GONGNENG Second Prize Scholarship (￥10,000)
• 2023.10: “Tiankai Cup” Chuangju Jinmen National College Students Intelligent Technology Innovation and Entrepreneurship Challenge Excellence Award
• 2023.09: Postgraduate Admission Scholarship (Recommendation & Exam Exemption) (￥3,000)
• 2023.09: Freshman Scholarship of Nankai University (￥8,000)
• 2022.09: Outstanding Student Scholarship, Anhui University (￥5,000)
• 2021.09: “Three Good” Student Award, Anhui University
• 2022.09: Outstanding Student Scholarship, Anhui University (￥5,000)
• 2020.09: “Three Good” Student Honorary Title and Outstanding Student Leader Honorary Title, Anhui University
• 2020.09: Academic Excellence Scholarship (￥600), Student Leadership and Service Scholarship (￥600) and Social Practice Scholarship (￥600), Anhui University
  —

Works 💼💼💼:

• Journal Reviewer: IEEE JBHI, EAAI, ESWA, iScience
• Conference Reviewer: ICIBM 2024, PRCV 2025, ICASSP 2026, CVPR 2026, MICCAI 2026, ICML 2026
• Assistant at NKICS Laboratory; Class President
• Administrative Assistant at the Office of Cybersecurity and Informatization, Party Committee of Nankai University