Artificial Neural Networks for Early Diagnosis of Alzheimer’s Disease
CHENG, Wan Kiu Winkey, Lu, Qihong. (2026). "Artificial Neural Networks for Early Diagnosis of Alzheimer Disease." In Progress.
Curriculum Vitae
Education
- B.Eng. in Biomedical Engineering (with Minor in Neuroscience)
- City University of Hong Kong, Hong Kong
- Expected Graduation: July 2029
- Current GPA: 3.0
Research Experience
- Undergraduate Research Assistant (September 2025 – Present)
- Department of Neuroscience, City University of Hong Kong
- Supervisor: Professor Qihong Lu
- Applying artificial neural networks to enhance early diagnosis of Alzheimer’s disease
- Developing computational models of memory formation and consolidation using deep learning approaches
- Conducting data analysis on neuroimaging and behavioral datasets using Python and R
Work Experience
- Administrative Assistant (May 2025 – Present)
- HOPE Biochemistry Technology Co. Limited
- Yuen Long District, Hong Kong SAR (On-site)
- Supporting business operations and administrative functions for a biochemistry-focused organization
- Managing documentation and coordination of research-related administrative tasks
- Gaining exposure to Traditional Chinese Medicine and Chinese Herbal Medicine applications in biotechnology
Skills
Programming & Data Analysis
- Python (proficient) – Data analysis, statistical modeling, neural network implementation
- R (intermediate) – Statistical analysis and visualization
Research Methods
- Computational modeling and machine learning applications
- Quantitative data analysis and statistical inference
- Cellular signaling pathway analysis
- Neuroimaging and microscopy image analysis
Bioinformatics & Tools
- Biopython – Sequence analysis and biological computation
- Galaxy – Workflow-based bioinformatics platform for genomic analysis
- CellProfiler – Automated image analysis for cellular phenotyping
- Scientific software: MATLAB (foundational knowledge)
Laboratory Skills
- In-progress: Cellular and molecular neuroscience techniques
- Experimental design and data collection methods
Cross-Disciplinary Knowledge
- Traditional Chinese Medicine principles
- Chinese Herbal Medicine applications
- Integrative approaches to healthcare and pharmacology
Leadership & Collaboration
- Team coordination and project management
- Effective communication across diverse groups
- Cross-cultural collaboration and mentoring
- Organizational leadership and event planning
Other Skills
- Data visualization and presentation
- Literature review and scientific writing
- Proficiency in English and Chinese (Cantonese, Mandarin)
Publications
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Intranasal Delivery of siRNA Medications for Alzheimer’s Disease
CHENG, Wan Kiu Winkey, YANG, Yiqing, & CHOI, Wing Hei. (2025). "Intranasal Delivery of siRNA medications for Alzheimer Disease." Zenodo. https://doi.org/10.5281/zenodo.17702255
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The Species Gap Between Animal Testing
CHENG, Wan Kiu Winkey. (2025). "The Species Gap Between Animal Testing." Zenodo. https://doi.org/10.5281/zenodo.17702477
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Intranasal Delivery of Insulin Therapeutics for Alzheimer’s Disease
CHENG, Wan Kiu Winkey. (2025). "Intranasal Delivery of Insulin Therapeutics for Alzheimer Disease." Zenodo. https://doi.org/10.5281/zenodo.17591947
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A New Era Beyond Animal Testing
CHENG, Wan Kiu Winkey, LAI, Hui Man, PAN, Zixi, & SUEN, Cheuk Nam Anson. (2025). "A New Era Beyond Animal Testing." Zenodo. https://doi.org/10.5281/zenodo.17207753
Talks & Presentations
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Talk 1 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
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Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Teaching & Mentoring
Certifications & Professional Development
- Neuroscience Minor - City University of Hong Kong (In Progress)
Service & Leadership
- Student Leader / Head, City University of Hong Kong Chinese Orchestra (Year – Present)
- Leading and coordinating student musicians in rehearsals and performances
- Fostering collaboration and teamwork among orchestra members
- Managing organizational logistics and event planning for concerts and cultural activities
- Developing leadership skills through mentoring and guiding peers in a creative, team-oriented environment
- Active participation in neuroscience research initiatives at City University of Hong Kong
- Engagement with academic community through seminars and research discussions
Research Interests
- Neurodegenerative diseases (Alzheimer’s disease diagnosis and therapeutics)
- Memory formation and consolidation mechanisms
- Artificial neural networks in clinical applications
- Circadian rhythm and neurological function
- Computational neuroscience and machine learning in neuroimaging
- Pharmacology and integrative medicine approaches
Languages
- English (fluent)
- Chinese/Mandarin (fluent)
- Cantonese (native)
References available upon request