Xubo Song - Publications, H-index & Citations

Xubo Song

University of California System

15H指数

114论文数

1.2K被引数

收录论文 18

发表时间

Pediatric firearm risk prediction in trauma centers and after discharge: A machine learning analysis 创伤中心及出院后的儿科枪支风险预测：一项机器学习分析

Journal of Pediatric Surgery

IF2.5

2026-07-01

PREAI

Newgard, Craig D.; Babcock, Sean; Lin, Amber; Malveau, Susan; Goldstick, Jason E.; Carter, Patrick M.; Cook, Jennifer N. B.; Salvi, Apoorva; Wei, Ran; Fallat, Mary E.; Kuppermann, Nathan; Jenkins, Peter C.; Mann, N. Clay; Diaz, Ximena Nava; Lundrigan, Andrea M.; Beckstead, Rylee; Hagos, Berhane; Song, Xubo

Latent Supervision: A Method for Improved Performance and Calibration of Machine Learning Classification Models in Ophthalmology 潜在监督：一种用于改善眼科机器学习分类模型性能和校准的方法

Ophthalmology Science

IF4.6

2026-03-10

OAAI

Hady Yazbeck; Jad Assaf; Tom M. Lietman; Jeremy D. Keenan; John Jackson; Jayashree Kalpathy-Cramer; J.Peter Campbell; Xubo Song; Travis K. Redd

A Hybrid Deep Learning–Based Approach for Visual Field Test Forecasting 基于混合深度学习方法的视野测试预测

Ophthalmology Science

IF4.6

2025-04-24

OAAI

Ashkan Abbasi; Sowjanya Gowrisankaran; Wei-Chun Lin; Xubo Song; Bhavna Josephine Antony; Gadi Wollstein; Joel S. Schuman; Hiroshi Ishikawa

Artificial Intelligence-Driven Detection of LASIK Using Corneal Optical Coherence Tomography Maps 人工智能驱动的LASIK角膜光学相干断层扫描图检测

TRANSLATIONAL VISION SCIENCE & TECHNOLOGY

IF2.6

2025-03-17

OAAI

Hong, Jiachi; Nanji, Afshan A.; Stutzman, Richard D.; Chamberlain, Winston D.; Song, Xubo; Huang, David; Li, Yan

Automated Detection of Filamentous Fungal Keratitis on Whole Slide Images of Potassium Hydroxide Smears with Multiple Instance Learning

OPHTHALMOLOGY SCIENCE

IF4.6

2025-03-01

OAAI

Assaf, Jad F.; Yazbeck, Hady; Venkatesh, Prajna N.; Prajna, Lalitha; Gunasekaran, Rameshkumar; Rajarathinam, Karpagam; Lietman, Thomas M.; Keenan, Jeremy D.; Campbell, J. Peter; Song, Xubo; Redd, Travis K.

Multimodal Deep Learning for Differentiating Bacterial and Fungal Keratitis Using Prospective Representative Data

OPHTHALMOLOGY SCIENCE

IF4.6

2025-03-01

OAAI

Prajna, N. V.; Assaf, Jad; Acharya, Nisha R.; Rose-Nussbaumer, Jennifer; Lietman, Thomas M.; Campbell, J. Peter; Keenan, Jeremy D.; Song, Xubo; Redd, Travis K.

Assessing the Impact of Image Quality on Deep Learning Classification of Infectious Keratitis

OPHTHALMOLOGY SCIENCE

IF4.6

2023-12-01

OAAI

Hanif, Adam; Prajna, N. Venkatesh; Lalitha, Prajna; NaPier, Erin; Parker, Maria; Steinkamp, Peter; Keenan, Jeremy D.; Campbell, J. Peter; Song, Xubo; Redd, Travis K.

Biology-inspired graph neural network encodes reactome and reveals biochemical reactions of disease

PATTERNS

IF7.4

2023-07-01

OAAI

Burkhart, Joshua G.; Wu, Guanming; Song, Xubo; Raimondi, Francesco; McWeeney, Shannon; Wong, Melissa H.; Deng, Youping

Emergency Department Pediatric Readiness Among US Trauma Centers A Machine Learning Analysis of Components Associated With Survival

ANNALS OF SURGERY

IF6.4

2022-11-01

PREAI

Newgard, Craig R.; Babcock, Sean; Song, Xubo E.; Remick, Katherine; Gausche-Hill, Marianne; Lin, Amber; Malveau, Susan; Mann, N. Clay B.; Nathens, Avery; Cook, Jennifer N. B. C.; Jenkins, Peter S.; Burd, Randall A.; Hewes, Hilary E.; Glass, Nina R.; Jensen, Aaron E.; Fallat, Mary G.; Ames, Stefanie; Salvi, Apoorva; McConnell, K. John; Ford, Rachel; Auerbach, Marc; Bailey, Jessica A.; Riddick, Tyne; Xin, Haichang; Kuppermann, Nathan; Pediatric Readiness Study Grp

Image-Based Differentiation of Bacterial and Fungal Keratitis Using Deep Convolutional Neural Networks

OPHTHALMOLOGY SCIENCE

IF4.6

2022-06-01

OAAI

Redd, Travis K.; Prajna, N. Venkatesh; Srinivasan, Muthiah; Lalitha, Prajna; Krishnan, Tiru; Rajaraman, Revathi; Venugopal, Anitha; Acharya, Nisha; Seitzman, Gerami D.; Lietman, Thomas M.; Keenan, Jeremy D.; Campbell, J. Peter; Song, Xubo

A pipeline for enhanced multimodal 2D imaging of concrete structures

MATERIALS AND STRUCTURES

IF3.9

2021-11-22

PREAI

Mehdinia, Sina; Schumacher, Thomas; Song, Xubo; Wan, Eric

Performance of Microbiome Sequence Inference Methods in Environments with Varying Biomass

MSYSTEMS

IF4.6

2019-02-26

120

OAAI

Caruso, Vincent; Song, Xubo; Asquith, Mark; Karstens, Lisa

A multiscale adaptive mask method for rigid intraoperative ultrasound and preoperative CT image registration

MEDICAL PHYSICS

IF3.2

2016-11-30

PREAI

Zhang, Zhijun; Liu, Feng; Tsui, Hungtat; Lau, Yunwong; Song, Xubo

Right ventricular strain analysis from three-dimensional echocardiography by using temporally diffeomorphic motion estimation

MEDICAL PHYSICS

IF3.2

2014-11-14

OAAI

Zhang, Zhijun; Zhu, Meihua; Ashraf, Muhammad; Broberg, Craig S.; Sahn, David J.; Song, Xubo

Robust head pose estimation via supervised manifold learning

NEURAL NETWORKS

IF6.3

2014-05-01

PREAI

Wang, Chao; Song, Xubo

Temporally diffeomorphic cardiac motion estimation from three-dimensional echocardiography by minimization of intensity consistency error

MEDICAL PHYSICS

IF3.2

2014-04-15

OAAI

Zhang, Zhijun; Ashraf, Muhammad; Sahn, David J.; Song, Xubo

Video-to-video face authentication system robust to pose variations

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2013-02-01

PREAI

Wang, Chao; Li, Yongping; Song, Xubo

Defining Left Ventricular Apex-to-Base Twist Mechanics Computed From High-Resolution 3D Echocardiography Validation Against Sonomicrometry

JACC-CARDIOVASCULAR IMAGING

IF15.2

2010-03-01

OAAI

Ashraf, Muhammad; Myronenko, Andriy; Nguyen, Thuan; Inage, Akio; Smith, Wayne; Lowe, Robert I.; Thiele, Karl; Kroeker, Carol A. Gibbons; Tyberg, John V.; Smallhorn, Jeffrey F.; Sahn, David J.; Song, Xubo

研究方向