selected publications
- Repurposing non-pharmacological interventions for Alzheimer's disease through link prediction on biomedical literature. Scientific reports. 2024 Academic Article GET IT
- Chronic stress increases metastasis via neutrophil-mediated changes to the microenvironment. Cancer cell. 2024 Academic Article GET IT
- Protocol to implement a computational pipeline for biomedical discovery based on a biomedical knowledge graph. STAR protocols. 2023 Academic Article GET IT
- Patterns of Social Determinants of Health and Child Mental Health, Cognition, and Physical Health. JAMA pediatrics. 2023 Academic Article GET IT
- From Answers to Insights: Unveiling the Strengths and Limitations of ChatGPT and Biomedical Knowledge Graphs. 2023 GET IT
- From Answers to Insights: Unveiling the Strengths and Limitations of ChatGPT and Biomedical Knowledge Graphs. 2023 GET IT
- Using Machine Learning to Predict Antidepressant Treatment Outcome From Electronic Health Records. Psychiatric research and clinical practice. 2023 Academic Article GET IT
- Biomedical discovery through the integrative biomedical knowledge hub (iBKH). iScience. 2023 Academic Article GET IT
- Application of Deep Learning on Single-cell RNA Sequencing Data Analysis: A Review. Genomics, proteomics & bioinformatics. 2022 Review GET IT
- Sepsis subphenotyping based on organ dysfunction trajectory. Critical care (London, England). 2022 Academic Article GET IT
- Improving suicide risk prediction via targeted data fusion: proof of concept using medical claims data. Journal of the American Medical Informatics Association : JAMIA. 2022 Academic Article GET IT
- Evaluation of Albumin Kinetics in Critically Ill Patients With Coronavirus Disease 2019 Compared to Those With Sepsis-Induced Acute Respiratory Distress Syndrome. Critical care explorations. 2021 Academic Article GET IT
- AI for COVID-19: Battling the pandemic with computational intelligence. Intelligent medicine. 2021 Review GET IT
- Comprehensive subtyping of Parkinson's disease patients with similarity fusion: a case study with BioFIND data. NPJ Parkinson's disease. 2021 Academic Article GET IT
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Identifying organ dysfunction trajectory-based subphenotypes in critically ill patients with COVID-19.
Scientific reports.
2021
Academic Article
GET IT
Times cited: 16 -
Clinical subphenotypes in COVID-19: derivation, validation, prediction, temporal patterns, and interaction with social determinants of health.
NPJ digital medicine.
2021
Academic Article
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Times cited: 13 -
Recent advances in biomedical literature mining.
Briefings in bioinformatics.
2021
Review
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Times cited: 52 -
Machine learning for suicide risk prediction in children and adolescents with electronic health records.
Translational psychiatry.
2020
Academic Article
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Times cited: 61 -
Federated Learning for Healthcare Informatics.
Journal of healthcare informatics research.
2020
Academic Article
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Times cited: 478 -
Mining genetic and transcriptomic data using machine learning approaches in Parkinson's disease.
NPJ Parkinson's disease.
2020
Review
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Times cited: 28 -
Knowledge-driven drug repurposing using a comprehensive drug knowledge graph.
Health informatics journal.
2020
Academic Article
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Times cited: 11 -
Deep learning in mental health outcome research: a scoping review.
Translational psychiatry.
2020
Information Resource
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Times cited: 146 -
Network embedding in biomedical data science.
Briefings in bioinformatics.
2018
Academic Article
GET IT
Times cited: 53