Fanny Dao

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• From multi-omics to deep learning: advances in cfDNA-based liquid biopsy for multi-cancer screening

  Biomarker Research · 2025-11-28 · 7 citations

• PlantAMP: A fine-tuned protein large language model for plant antimicrobial peptide prediction

  Plant Communications · 2025-11-28

• Single-Cell Multi-Omics in Type 2 Diabetes Mellitus: Revealing Cellular Heterogeneity and Mechanistic Insights

  International Journal of Molecular Sciences · 2025-11-13 · 3 citations

• Distinct archetypes of clonal dynamics underlie response and resistance to diverse CLL therapies

  Blood · 2025-11-03

• 6P Small-ChINN: A deep learning model for predicting chromatin interactions from small-scale Hi-C libraries

  ESMO Open · 2025-09-01

• Navigating the 3D genome at single-cell resolution: techniques, computation, and mechanistic landscapes

  Briefings in Bioinformatics · 2025-08-31 · 2 citations

• A Multi-Omics Integration Framework with Automated Machine Learning Identifies Peripheral Immune-Coagulation Biomarkers for Schizophrenia Risk Stratification

  International Journal of Molecular Sciences · 2025-08-07 · 6 citations

• Interpretable machine learning-guided single-cell mapping deciphers multi-lineage pancreatic dysregulation in type 2 diabetes

  Cardiovascular Diabetology · 2025-07-24 · 5 citations

• BertADP: a fine-tuned protein language model for anti-diabetic peptide prediction

  BMC Biology · 2025-07-15 · 5 citations

• NeXtMD: a new generation of machine learning and deep learning stacked hybrid framework for accurate identification of anti-inflammatory peptides

  BMC Biology · 2025-07-15 · 2 citations

• scRiskCell: A single‐cell framework for quantifying islet risk cells and their adaptive dynamics in type 2 diabetes

  iMeta · 2025-06-24 · 16 citations

• NeuroScale: evolutional scale-based protein language models enable prediction of neuropeptides

  BMC Biology · 2025-05-28 · 2 citations

• RepliChrom: Interpretable machine learning predicts cancer‐associated enhancer‐promoter interactions using DNA replication timing

  iMeta · 2025-05-27 · 15 citations

• PBertKla: a protein large language model for predicting human lysine lactylation sites

  BMC Biology · 2025-04-06 · 11 citations

• Advances in machine learning for epigenetics and biomedical applications

  Methods · 2025-02-01

• Towards Precision Aging Biology: Single-Cell Multi-Omics and Advanced AI-Driven Strategies

  Aging and Disease · 2025-01-01 · 3 citations

• Empirical Comparison and Analysis of Artificial Intelligence-Based Methods for Identifying Phosphorylation Sites of SARS-CoV-2 Infection

  International Journal of Molecular Sciences · 2024-12-21 · 1 citations

• PlantEMS: A comprehensive database of epigenetic modification sites across multiple plant species

  Plant Communications · 2024-12-20 · 14 citations

• Exploring the potential of epigenetic clocks in aging research

  Methods · 2024-09-07 · 7 citations