Tianchen Lyu

Emory University — United States

Computer Science · Physical Sciences

11h-index529citations40works4.22yr avg
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Research Topics

Machine Learning in Healthcare(9), Biomedical Text Mining and Ontologies(8), Electronic Health Records Systems(5), Dementia and Cognitive Impairment Research(4), Lung Cancer Diagnosis and Treatment(4)

Publications39 total

EPID-20. The effect of medical comorbidities on survival in GBM: a database study using computed phenotype algorithm for rapid, reliable patient identification
Neuro-Oncology·2025Open Access
QLTI-25. Developing a computable phenotype for primary central nervous system lymphoma
Neuro-Oncology·2025
Contrastive learning with transformer for adverse endpoint prediction in patients on DAPT post-coronary stent implantation
Frontiers in Cardiovascular Medicine·2025· 2 citedOpen Access
Toward a Computable Phenotype for Determining Eligibility of Lung Cancer Screening Using Electronic Health Records
JCO Clinical Cancer Informatics·2025Open Access
Nomogram for predicting 10-year postoperative recurrence of stage I gastric cancer
Translational Cancer Research·2024· 1 citedOpen Access
Developing an automated algorithm for identification of children and adolescents with diabetes using electronic health records from the <scp>OneFlorida</scp> + clinical research network
Diabetes Obesity and Metabolism·2024· 1 citedOpen Access
Author response for "Developing an automated algorithm for identification of children and adolescents with diabetes using electronic health records from the &lt;scp&gt;OneFlorida&lt;/scp&gt;+ clinical research network"
2024
Develop and validate a computable phenotype for the identification of Alzheimer's disease patients using electronic health record data
Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring·2024· 1 citedOpen Access
Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports of Lung Cancer Screening Patients Using Transformer Models
Journal of Healthcare Informatics Research·2024· 10 citedOpen Access
Develop and Validate a Computable Phenotype for the Identification of Alzheimer’s Disease Patients Using Electronic Health Record Data
2024· 3 citedOpen Access
[Analysis of the experience and procedural complications of trans-radial access versus trans-femoral access for hepatic arterial perfusion chemotherapy in patients with advanced hepatic malignancies:a retrospective study].
PubMed·2024· 1 cited
Real-World Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents
Annals of Internal Medicine·2024· 32 citedOpen Access
Developing a computable phenotype for glioblastoma
Neuro-Oncology·2023· 1 citedOpen Access
The role of health system penetration rate in estimating the prevalence of type 1 diabetes in children and adolescents using electronic health records
Journal of the American Medical Informatics Association·2023· 3 citedOpen Access
Real-world Effectiveness of BNT162b2 Against Infection and Severe Diseases in Children and Adolescents
2023· 8 citedOpen Access
Early prediction of Alzheimer's disease and related dementias using real‐world electronic health records
Alzheimer s & Dementia·2023· 96 citedOpen Access
A scoping review of semantic integration of health data and information
International Journal of Medical Informatics·2022· 12 cited
A Preliminary Study of Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports Using Natural Language Processing
2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)·2022· 2 citedOpen Access
Longitudinal association of maternal dietary patterns with antenatal depression: Evidence from the Chinese Pregnant Women Cohort Study
Journal of Affective Disorders·2022· 7 cited
Environmental effects on acute exacerbations of respiratory diseases: A real-world big data study
The Science of The Total Environment·2021· 11 citedOpen Access
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Frequent Co-authors

Jiang Bian(34), Yi Guo(22), Yonghui Wu(14), Elizabeth Shenkman(11), Xi Yang(10), Xing He(10), Mattia Prosperi(9), Zhaoyi Chen(9), William R. Hogan(8), Jiayi Tong(7), Yong Chen(7), Sarah Bost(6), Jie Xu(5), Hua Xu(5), Demetrius M. Maraganore(4), Fei Wang(4), Dejana Braithwaite(4), Hiren J. Mehta(4), Cui Tao(4), Qian Li(3)

Tianchen Lyu | Only Research