Sonika Tyagi

机构：The Alfred Hospital, Monash Alfred Psychiatry Research centre, RMIT Europe, Impact, Monash University, RMIT University

发表论文 84 篇 · 总被引 1843 次 · h-index 21

代表论文

• EHR-QC: A streamlined pipeline for automated electronic health records standardisation and preprocessing to predict clinical outcomes (2023 · Journal of Biomedical Informatics · 被引 28)
• EHR-ML: A data-driven framework for designing machine learning applications with electronic health records (2025 · International Journal of Medical Informatics · 被引 21)
• multiomics: A user-friendly multi-omics data harmonisation R pipeline (2023 · F1000Research · 被引 10)
• Linc2function: A Comprehensive Pipeline and Webserver for Long Non-Coding RNA (lncRNA) Identification and Functional Predictions Using Deep Learning Approaches (2023 · Epigenomes · 被引 9)
• Genome language modeling (GLM): a beginner’s cheat sheet (2025 · Biology Methods and Protocols · 被引 5)
• Navigating the Multiverse: a Hitchhiker’s guide to selecting harmonization methods for multimodal biomedical data (2025 · Biology Methods and Protocols · 被引 4)