日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Integration of nested cross-validation, automated hyperparameter optimization, high-performance computing to reduce and quantify the variance of test performance estimation of deep learning models

结合嵌套交叉验证、自动超参数优化和高性能计算,降低并量化深度学习模型测试性能估计的方差

Calle, Paul; Bates, Averi; Reynolds, Justin C; Liu, Yunlong; Cui, Haoyang; Ly, Sinaro; Wang, Chen; Zhang, Qinghao; de Armendi, Alberto J; Shettar, Shashank S; Fu, Kar-Ming; Tang, Qinggong; Pan, Chongle

Octascope: A Lightweight Pre-Trained Model for Optical Coherence Tomography

Octascope:一种用于光学相干断层扫描的轻量级预训练模型

Cui, Haoyang; Wang, Chen; Calle, Paul; Liu, Yunlong; Zhang, Qinghao; Ly, Sinaro; Reynolds, Justin; Yan, Feng; Zhang, K E; Liu, Ronghao; Liu, Junyuan; Fung, Kar-Ming; Yu, Zhongxin; Jain, Ajay; Tang, Qinggong; Pan, Chongle

Deep Learning for Autonomous Surgical Guidance Using 3-Dimensional Images From Forward-Viewing Endoscopic Optical Coherence Tomography

利用前视内窥镜光学相干断层扫描三维图像进行深度学习的自主手术导航

Ly, Sinaro; Badré, Adrien; Brandt, Parker; Wang, Chen; Calle, Paul; Reynolds, Justin; Zhang, Qinghao; Fung, Kar-Ming; Cui, Haoyang; Yu, Zhongxin; Patel, Sanjay G; Liu, Yunlong; Bradley, Nathan A; Tang, Qinggong; Pan, Chongle