selected publications
- Association of Liver Fibrosis with Motor Deficits in Parkinson's Disease (P2-5.020). Neurology. 2025 Academic Article GET IT
- Identifying progression subphenotypes of Alzheimer's disease from large-scale electronic health records with machine learning. Journal of biomedical informatics. 2025 Academic Article GET IT
- Liver fibrosis associated with more severe motor deficits in early Parkinson's disease. Clinical neurology and neurosurgery. 2025 Academic Article GET IT
- A network-based systems genetics framework identifies pathobiology and drug repurposing in Parkinson's disease. NPJ Parkinson's disease. 2025 Academic Article GET IT
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Skin immune-mesenchymal interplay within tertiarylymphoid structures promotes autoimmunepathogenesis in hidradenitis suppurativa.
Immunity.
2024
Academic Article
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Times cited: 1 - Single-microglia transcriptomic transition network-based prediction and real-world patient data validation identifies ketorolac as a repurposable drug for Alzheimer's disease. Alzheimer's & Dementia. 2024 Academic Article GET IT
- A network-based systems genetics framework identifies pathobiology and drug repurposing in Parkinson's disease. 2024 GET IT
- Identification of Parkinson's disease PACE subtypes and repurposing treatments through integrative analyses of multimodal data. NPJ digital medicine. 2024 Academic Article GET IT
- Learning Phenotypic Associations for Parkinson's Disease with Longitudinal Clinical Records. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2024 Academic Article GET IT
- 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
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Reactivation of Epstein-Barr Virus from Latency Involves Increased RNA Polymerase Activity at CTCF Binding Sites on the Viral Genome.
Journal of virology.
2023
Academic Article
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Times cited: 5 - Application of Deep Learning on Single-cell RNA Sequencing Data Analysis: A Review. Genomics, proteomics & bioinformatics. 2022 Review GET IT
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Prognostic and immunological significance of calcium-related gene signatures in renal clear cell carcinoma.
Frontiers in pharmacology.
2022
Academic Article
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Times cited: 1 - 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
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Times cited: 20 -
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: 20 -
Recent advances in biomedical literature mining.
Briefings in bioinformatics.
2021
Review
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Times cited: 75 -
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: 91 -
Federated Learning for Healthcare Informatics.
Journal of healthcare informatics research.
2020
Academic Article
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Times cited: 850 -
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: 34 -
Knowledge-driven drug repurposing using a comprehensive drug knowledge graph.
Health informatics journal.
2020
Academic Article
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Times cited: 11 -
Network embedding in biomedical data science.
Briefings in bioinformatics.
2018
Academic Article
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Times cited: 53