Lightweight target detection for large-field ddPCR images based on improved YOLOv5
The large-field rapid nucleic acid concentration measurement system is capable of achieving one-time gene chip imaging with high resolution.
Authors
- Jing Yang (ORCID: https://orcid.org/0000-0002-4990-8517)
- Zhiheng Yu (ORCID: https://orcid.org/0000-0003-3656-031X)
- Jinrong Shen
- Cunliang Yang
- Xiaorui Jiang (ORCID: https://orcid.org/0000-0003-4255-5445)
- Xingyu Jin (ORCID: https://orcid.org/0009-0009-6111-3504)
- Fengli Huang (ORCID: https://orcid.org/0000-0003-3286-536X)
- Dunlu Peng (ORCID: https://orcid.org/0000-0003-0223-5447)
- Zhenqing Li (ORCID: https://orcid.org/0000-0002-4173-7354)
- Jijun Feng
- Yoshinori Yamaguchi
Institutions
- Waseda University (JP)
- Fudan University (CN)
- Anhui Sanlian University (CN)
- Jiaxing University (CN)
- Ministry of Education (CL)
- National Engineering Research Center of Electromagnetic Radiation Control Materials (CN)
Publication Details
- Journal
- Digital Discovery
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1039/d5dd00006h
- Citations
- 1
- Primary Topic
- Medical Imaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 1.36
Funders
- National Natural Science Foundation of China
- Science and Technology Commission of Shanghai Municipality
- National Key Research and Development Program of China
- Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning