Deep learning prostate MRI segmentation accuracy and robustness: a systematic review

MK Fassia, A Balasubramanian, S Woo… - Radiology: Artificial …, 2024 - pubs.rsna.org
Purpose To investigate the accuracy and robustness of prostate segmentation using deep
learning across various training data sizes, MRI vendors, prostate zones, and testing …

Automatic detection of posterior superior alveolar artery in dental cone-beam CT images using a deeply supervised multi-scale 3D network

JA Park, DE Kim, S Yang, JH Kang… - Dentomaxillofacial …, 2024 - academic.oup.com
Objectives This study aimed to develop a robust and accurate deep learning network for
detecting the posterior superior alveolar artery (PSAA) in dental cone-beam CT (CBCT) …

중심선 픽셀 감지기법과 3 차원 딥러닝 네트워크를 사용한 후상치조관의 자동 감지

박재안 - 2024 - s-space.snu.ac.kr
1. 목 적 본 연구에서는 상악동 영역의 수술에서 손상받을 수 있는 후상치조관의 위치를 콘빔 CT
에서 딥러닝을 활용하여 자동으로 찾는 적합한 방법을 제안하고 이를 위한 강력한 딥러닝 …

Automatic Detection of Cardiac Ejection Rate in Left Ventricular Photography Using Deep Learning

W Lin, HW Hu, NY Tung, RS Huang… - 2022 IEEE 4th …, 2022 - ieeexplore.ieee.org
Left ventricular angiography is an assessment of cardiac structure and function that is often
performed during cardiac catheterization. In addition to obtaining the index of left ventricular …