Singular Pooling: A Spectral Pooling Paradigm for Second-Trimester Prenatal Level II Ultrasound Standard Fetal Plane Identification
Xiamen University of Technology · Dalian Medical University · +4 more institutions
Abstract
Ultrasound examination has become a vital mid-term prenatal screening method due to its numerous benefits. However, identifying fetal ultrasound sections poses significant challenges and requires the expertise of experienced doctors, especially when dealing with unfavorable fetal positions and image artifacts. The shortage of skilled doctors and the complexity of these screenings highlight the necessity of artificial intelligence to support medical professionals. Most current research targets a few specific fetal ultrasound sections for particular tasks. In reality, mid-pregnancy level II ultrasound assessments involve around ten different fetal sections. Therefore, there is a critical need for algorithms that…
Citation impact
- FWCI
- 120.41
- Percentile
- 100%
- References
- 39
Authors
5- SZShengjun ZhuCorresponding
Xiamen University of Technology
- JCJiaxin Cai
Xiamen University of Technology
- RXRunqing Xiong
Dalian Medical University, First Affiliated Hospital of Xiamen University, Second Affiliated Hospital of Chongqing Medical University, Xiamen Chang Gung Hospital, Chongqing Medical University
- LZLiping Zheng
Dalian Medical University, First Affiliated Hospital of Xiamen University, Second Affiliated Hospital of Chongqing Medical University, Xiamen Chang Gung Hospital, Chongqing Medical University
- DMDuo Ma
Dalian Medical University, First Affiliated Hospital of Xiamen University, Second Affiliated Hospital of Chongqing Medical University, Xiamen Chang Gung Hospital, Chongqing Medical University
Topics & keywords
- Pooling
- First trimester
- Ultrasound
- Identification (biology)
- Obstetrics
- Medicine
- Computer science
- Fetus