Skip to content
View amy95031's full-sized avatar

Block or report amy95031

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
amy95031/README.md

Chia-Yu (Millie) Liu

Typing SVG

ORCID LinkedIn Email


👩‍🔬 About me

I study how changes in hearing, speech, and language can reveal the earliest signs of dementia. My work combines objective brain measures (EEG and auditory ERPs such as the MMN) with large real-world clinical databases and meta-analysis. I'm starting a PhD in 2027.

  • 🎓 M.S. Speech-Language Pathology, Asia University · B.S. Psychology, National Tsing Hua University
  • 🌎 Visiting Research Scholar, Communication Sciences & Disorders, UW–Madison (2023–24)
  • 🧪 UCLA Biomedical Engineering × Quantum Science Elite Program (2026) · Johns Hopkins Cochlear Center Fellows Program
  • 💬 Mandarin · English · Taiwanese · Taiwanese Sign Language (basic)

🔭 Currently building

🧠 ageing-sleep-dementia-eeg
An open-data EEG pipeline, built level by level: Sleep-EDF sleep EEG across the lifespan → resting-state EEG in Alzheimer's disease, frontotemporal dementia and healthy controls (OpenNeuro ds004504).

progress Python MNE MIT
Roadmap
✅ Load sleep EEG
⬜ Hypnograms: young vs old
⬜ Spectral power by stage
⬜ Dementia EEG preprocessing
⬜ Band power: AD / FTD / CN
⬜ Stats + topographies
⬜ AD vs CN classifier
⬜ One-page summary

📄 Selected publications

papers first author conferences

  • 🧓 Dementia · real-world data — Liu, T. H., Chu, C. C., Liu, C. Y., et al. (2026). Risk of falls and delirium associated with dual orexin receptor antagonists versus benzodiazepines and Z-drugs in older adults with dementia. Translational Psychiatry. DOI
  • 👂 Hearing · mental health — Kuo, K. W., Liu, T. H., Liu, C. Y., & Liu, C. J. (2026). Effects of cochlear implants on depression, anxiety, and insomnia in adults with bilateral sensorineural hearing loss: A three-year retrospective cohort study of 8964 cochlear implant users. Cochlear Implants International, 27(1), 2–10. DOI
  • 📊 Dose-response meta-analysis · first author — Liu, C. Y., Liu, T. H., Huang, C. W., Lai, C. C., Lin, C. H., & Su, K. P. (2026). Effects of laughter therapy on depression and anxiety: A dose-response meta-analysis with trial sequential analysis. Journal of Psychiatric Research, 199, 50–61. DOI
More publications
  • Liu, T. H., Lee, C. H., Liu, C. Y., et al. (2026). Effectiveness of GLP-1RA vs metformin for diabetes prevention in antipsychotic-treated patients. European Neuropsychopharmacology, 110, 112853. doi:10.1016/j.euroneuro.2026.112853
  • Liu, H. H., Liu, T. H., Liu, C. Y., et al. (2026). Efficacy of vitamin D supplementation in patients diagnosed with depression: A dose-response meta-analysis of randomized controlled trials. Frontiers in Nutrition, 13, 1772451. doi:10.3389/fnut.2026.1772451
  • Chen, C. Y., Liu, H. T., Liu, C. Y., & Andrews, J. F. (in press). "How much milk tea is in the tea bucket"? Case study of a Taiwanese deaf teacher in teaching primary arithmetic word problems. In G. Jones & J. F. Andrews (Eds.), Literacies in Asian Deaf Communities. Gallaudet University Press.

🖼️ Conference posters & talks

Conference poster gallery
8 posters + 1 oral talk · WCAP 2026 · ICED 2025 · ASHA 2024 · ICP 2024 · APA 2023 — open the interactive gallery →

🏆 Honors & certifications

UCLA MOE scholarship Sign language Kanagawa

Harvard JHU MoCA Gemini UW-Madison

Every badge links to the certificate wall → with the original certificates.

🛠️ Toolbox

skills

MNE-Python Jupyter uv STATA SPSS SAS RevMan TriNetX Praat Obsidian

🐍 Contribution activity

contribution snake

footer

Popular repositories Loading

  1. research-data-code research-data-code Public

    code for The Theory of Mind, Emotion Evaluation, and Social Inference of Gelotophobes

  2. ageing-sleep-dementia-eeg ageing-sleep-dementia-eeg Public

    Open-data EEG pipeline for ageing, sleep and dementia (Python · MNE) — learning project, in progress

    Jupyter Notebook

  3. amy95031 amy95031 Public

    Profile README

  4. conference-posters conference-posters Public

    Interactive gallery of my conference posters on hearing loss, language and cognition

    HTML

  5. honors-certifications honors-certifications Public

    Awards, scholarships and certifications, with certificates

    HTML