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Yanbo Xu · SciRah

Researcher profile · Semantic Scholar

Yanbo Xu

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Yanbo Xu — researcher profile on SciRah

h-index: 16
Works: 44
Citations: 3,153

Most-cited papers

A whole-slide foundation model for digital pathology from real-world data
Han-Wen Xu, N. Usuyama, Jaspreet Bagga, Sheng Zhang +24 more
2024Nature1,208 citations Open access
Semantic Scholar
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs
Sheng Zhang, Yanbo Xu, N. Usuyama, Han-Wen Xu +20 more
2023781 citations
Semantic Scholar
A Multimodal Biomedical Foundation Model Trained from Fifteen Million Image–Text Pairs
Sheng Zhang, Yanbo Xu, N. Usuyama, Han-Wen Xu +20 more
2024NEJM AI343 citations
Semantic Scholar
RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data
Yanbo Xu, S. Biswal, S. Deshpande, K. Maher +1 more
2018Knowledge Discovery and Data Mining196 citations
Semantic Scholar
HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units
linda Qiao, Yanbo Xu, Alind Khare, Satria Priambada +4 more
2020Knowledge Discovery and Data Mining124 citations Open access
Semantic Scholar
A clinically accessible small multimodal radiology model and evaluation metric for chest X-ray findings
Juan M. Zambrano-Chaves, Shih-Cheng Huang, Yanbo Xu, Han-Wen Xu +23 more
2024Nature Communications91 citations Open access
Semantic Scholar
Foundation Models for Biomedical Image Segmentation: A Survey
Ho-Hin Lee, Yu Gu, Theodore Zhao, Yanbo Xu +8 more
2024arXiv.org55 citations
Semantic Scholar
Towards a clinically accessible radiology foundation model: open-access and lightweight, with automated evaluation
Juan Manuel, Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu +24 more
48 citations
Semantic Scholar
A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves
Yanbo Xu, Yan-Xun Xu, Suchi Saria
201642 citations
Semantic Scholar
Using Logistic Regression to Trace Multiple Sub-skills in a Dynamic Bayes Net
Yanbo Xu, J. Mostow
2011Educational Data Mining42 citations
Semantic Scholar
Comparison of methods to trace multiple subskills: Is LR-DBN best?
Yanbo Xu, J. Mostow
2012Educational Data Mining38 citations
Semantic Scholar
A Bayesian Nonparametic Approach for Estimating Individualized Treatment-Response Curves
Yanbo Xu, Yan-Xun Xu, Suchi Saria
2016arXiv.org26 citations
Semantic Scholar
TransEHR: Self-Supervised Transformer for Clinical Time Series Data
Yanbo Xu, Shangqing Xu, Manav Ramprassad, A. Tumanov +1 more
2023ML4H@NeurIPS23 citations
Semantic Scholar
Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging
Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Han-Wen Xu +22 more
2024arXiv.org20 citations
Semantic Scholar
A Non-parametric Bayesian Approach for Estimating Treatment-Response Curves from Sparse Time Series
Yanbo Xu, Yan-Xun Xu, Suchi Saria
2016Machine Learning in Health Care20 citations
Semantic Scholar
Machine learning model for deep exploration: Utilizing short wavelength infrared (SWIR) of hydrothermal alteration minerals in the Qianchen gold deposit, Jiaodong Peninsula, Eastern China
Hong-Tao Zhao, Yu Zhang, Yanbo Xu, Yong-jun Shao +5 more
2024Ore Geology Reviews17 citations Open access
Semantic Scholar
Scaling medical imaging report generation with multimodal reinforcement learning
Qian-Chu Liu, Sheng Zhang, Guang-Hui Qin, Yu Gu +9 more
2026arXiv.org12 citations
Semantic Scholar
Using Item Response Theory to Refine Knowledge Tracing
Yanbo Xu, J. Mostow
2013Educational Data Mining12 citations
Semantic Scholar
Universal Abstraction: Harnessing Frontier Models to Structure Real-World Data at Scale
C. Wong, Sam Preston, Qian-Chu Liu, Zelalem Gero +21 more
2025arXiv.org11 citations
Semantic Scholar
SMURF-THP: Score Matching-based UnceRtainty quantiFication for Transformer Hawkes Process
Zi-Chong Li, Yanbo Xu, Simiao Zuo, Hao Jiang +3 more
2023International Conference on Machine Learning9 citations
Semantic Scholar
Logistic Regression in a Dynamic Bayes Net Models Multiple Subskills Better!
Yanbo Xu, J. Mostow
2011Educational Data Mining9 citations
Semantic Scholar
Improving efficacy attribution in a self-directed learning environment using prior knowledge individualization
Z. Pardos, Yanbo Xu
2016International Conference on Learning Analytics and Knowledge7 citations
Semantic Scholar
EEG Helps Knowledge Tracing !
Yanbo Xu, K. Chang, Yueran Yuan, J. Mostow
20147 citations
Semantic Scholar
A Unified 5-Dimensional Framework for Student Models
Yanbo Xu, J. Mostow
2014Educational Data Mining7 citations
Semantic Scholar
Doing More with Less: Student Modeling and Performance Prediction with Reduced Content Models
Yun Huang, Yanbo Xu, Peter Brusilovsky
2014User Modeling, Adaptation, and Personalization7 citations
Semantic Scholar
UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification
Yanbo Xu, Alind Khare, Glenn Scott Matlin, Monish Ramadoss +3 more
2022Neural Information Processing Systems5 citations Open access
Semantic Scholar
Predicting Changes in Pediatric Medical Complexity using Large Longitudinal Health Records
Yanbo Xu, M. T. Bahadori, Elizabeth Searles, Michael Thompson +2 more
2017American Medical Informatics Association Annual Symposium4 citations
Semantic Scholar
Using EEG in Knowledge Tracing
Yanbo Xu, K. Chang, Yueran Yuan, J. Mostow
2014Educational Data Mining4 citations
Semantic Scholar
Pyrite Geochemistry of the Qianchen Gold Deposit, Jiaodong Peninsula, China: An Indicator Mineral for the Spatial Evolution of Mineralization Fluid
Hong-Tao Zhao, Yu Zhang, Yong-jun Shao, Yuanming Pan +4 more
2025Natural Resources Research3 citations
Semantic Scholar
Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions
Yanbo Xu, Divyat Mahajan, Liz Manrao, Amit Sharma +1 more
2020Web Search and Data Mining3 citations Open access
Semantic Scholar
Using Causal Inference to Estimate What-if Outcomes for Targeting Treatments
Qing Liu, K. Henry, Yanbo Xu, Suchi Saria
20163 citations
Semantic Scholar
A Public Toolkit and ITS Dataset for EEG
Yueran Yuan, K. Chang, Yanbo Xu, J. Mostow
20143 citations
Semantic Scholar
Desperately Seeking Subscripts: Towards Automated Model Parameterization
J. Mostow, Yanbo Xu, M. Munna
2011Educational Data Mining3 citations
Semantic Scholar
Statistical and Computational Tradeo ff of Regularized Dantzig-type Estimators
Xingguo Li, Yanbo Xu, Tuo Zhao, Han Liu
20162 citations
Semantic Scholar
Patient-Centric Digital Twin Framework with Hybrid Knowledge Distillation for Federated Class-Incremental Learning in Precision Medicine.
Hong Zheng, Yanbo Xu, Xiqiao He, Hong-Xiao Wang +1 more
2026IEEE journal of biomedical and health informatics1 citations
Semantic Scholar
DeepRite: Deep Recurrent Inverse TreatmEnt Weighting for Adjusting Time-varying Confounding in Modern Longitudinal Observational Data
Yanbo Xu, Cao Xiao, Ji-Meng Sun
2020arXiv.org1 citations
Semantic Scholar
Q Rad: Enhancing Radiology Report Generation by Captioning-to-VQA Reframing
Ying Jin, Noel C. F. Codella, Yanbo Xu, Yu Gu +5 more
1 citations
Semantic Scholar
Differential exhumation of giant lode gold deposits in the Jiaodong Peninsula, eastern China
Hong-Tao Zhao, Yu Zhang, Lin Gong, M. Danišík +5 more
2026Geological Society of America Bulletin0 citations
Semantic Scholar
Robust Representation Learning and Real-Time Serving of Deep Models for Health Time Series
Yanbo Xu
20240 citations
Semantic Scholar
Artificial intelligence and clinical stability after the Norwood operation
Alaa Aljiffry, Yanbo Xu, Shenda Hong, Justin B. Long +2 more
2023Journal of Medical Artificial Intelligence0 citations Open access
Semantic Scholar
Abstract 14846: Artificial Intelligence and Clinical Stability After the Norwood Operation
Alaa Aljiffry, Yanbo Xu, linda Qiao, Justin M Long +2 more
2020Circulation0 citations
Semantic Scholar
A Higher-Order Temporal Student Model to Trace Multiple Skills : HOT -
Yanbo Xu, J. Mostow
20140 citations
Semantic Scholar
A Dynamic Higher-Order DINA Model to Trace Multiple Skills
Yanbo Xu, J. Mostow
20120 citations
Semantic Scholar
Random Walk on WordNet to Measure Lexical Semantic Relatedness
Yanbo Xu, Ted Pedersen
20110 citations
Semantic Scholar

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