YiJun Shao
This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.
Bibliography
2023
Identifying Probable Dementia in Undiagnosed Black and White Americans Using Machine Learning in Veterans Health Administration Electronic Health Records.
Big Data Cogn. Comput., 2023
2022
Mapping Coastal Wetlands Using Transformer in Transformer Deep Network on China ZY1-02D Hyperspectral Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Health Informatics J., 2022
Modeling the Impact of Social Determinants of Health on COVID Behaviors in Older Adults using the All of Us Dataset.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
A Novel Hybrid Value-Aware Transformer Architecture for Learning from Longitudinal Clinical Data.
Proceedings of the AMIA 2022, 2022
Proceedings of the AMIA 2022, 2022
2021
Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes.
J. Medical Syst., 2021
Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model.
J. Heal. Informatics Res., 2021
Accuracies of Training Labels and Machine Learning Models: Experiments on Delirium and Simulated Data.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Proceedings of the Intelligent Systems and Applications, 2021
Enhancing Clinical Data Analysis by Explaining Interaction Effects Between Covariates in Deep Neural Network Models.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
A Proficient Spelling Analysis Method Applied to Herbal and Dietary Supplement Discovery in a Large Clinical Corpus.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Detection of probable dementia cases in undiagnosed patients using structured and unstructured electronic health records.
BMC Medical Informatics Decis. Mak., 2019
J. Medical Syst., 2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Explainable Deep Learning Applied to Understanding Opioid Use Disorder and Its Risk Factors.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Interpretability and Statistical Inferences of the Prediction of Clinical Outcomes Using Deep Neural Networks.
Proceedings of the AMIA 2019, 2019
2018
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Predicting Adverse Outcomes in Heart Failure Patients Using Different Frailty Status Measures.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the AMIA 2017, 2017
2016
Research on the Multiple Feature Fusion Image Retrieval Algorithm based on Texture Feature and Rough Set Theory.
CoRR, 2016
Identification and Use of Frailty Indicators from Text to Examine Associations with Clinical Outcomes Among Patients with Heart Failure.
Proceedings of the AMIA 2016, 2016
2015
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015
Proceedings of the AMIA 2015, 2015
POETenceph - Automatic identification of clinical notes indicating encephalopathy using a realist ontology.
Proceedings of the AMIA 2015, 2015