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About me

About me

I am Marlene Lin, a neuroimaging data analyst at the Rabinovici Lab at UCSF Fein Memory and Aging Center. My work focuses on applying computational approaches to characterize heterogeneity in neurodegenerative diseases and inform clinically relevant research.
Outside of work: wannabe conversation collector and serial hobbyist; current fixations include salsa dancing, junk journaling, symphony-going.

 
🖇️ LinkedIn
📄 Resume

Highlights

Data-driven Tau-PET Subtypes in Early-onset Alzheimer's Disease
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AI-Guided Surgical Blood Transfusion Need Prediction
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Data Sciences Help Desk Dashboard
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Breast Lesion Classification with MRS
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(Enough) About Me

Research

Publications

M. Lin, K. Chiotis, P. Maiti, J. Zhang, G. Blazhenets, et al. (2026). Tau Topography Subtypes Account for Clinical Heterogeneity and Longitudinal Trajectories in Early-Onset Alzheimer’s Disease. Brain Communications, 8(3), fcag176. https://doi.org/10.1093/braincomms/fcag176
A. Bishara, M. Lin, J. Digitale, J. W. L. Yim, H. Soleimani, et al. (2025). AI-Guided Surgical Blood Readiness: Overcoming Real-World Challenges in Prospective Validation for Safer, More Efficient Blood Preparation. NEJM AI, 2(12). https://doi.org/10.1056/aioa2401198
A. Joy, M. Lin, M. Joines, A. Saucedo, S. Lee-Felker, et al. (2023). Ensemble Learning for Breast Cancer Lesion Classification: A Pilot Validation Using Correlated Spectroscopic Imaging and Diffusion-Weighted Imaging. Metabolites, 13(7), 835. https://doi.org/10.3390/metabo13070835 📄 Poster & Presentation
S. Pezzoli, A. P. Oddi, G. Blazhenets, P. A. Castruita, M. Lin, et al. (In press). APOE genotype and amyloid PET in mild cognitive impairment or dementia: Results from a real-world clinical study. Neurology.
 

Conferences

CTAD 26
R. La Joie, M. Lin, et al. When Is Amyloid Really Cleared? Discordance Between Centiloid Quantification and Visual Reads after Treatment. Abstract | Talk
G. Blazhenets, M. Lin, et al. Longitudinal Amyloid-PET Trajectories in Early- versus Late-Onset Alzheimer’s Disease: LEADS and ADNI. Abstract | Poster
AAIC 26
S. Pezzoli, D. N. Soleimani-Meigooni, M. Lin, et al. Progression in Amyloid-PET-Negative Patients with a Clinical Diagnosis of Sporadic Early-Onset Alzheimer’s Disease. Abstract | Poster
Tau 26
R. La Joie, M. Lin, et al. Plasma p-tau217 in Sporadic Early-Onset Alzheimer’s Disease: Associations with PET and Clinical Progression. Abstract | Poster
AAIC 25
M. Lin, P. Maiti, et al. Tau Topography Subtypes in Early-Onset Alzheimer’s Disease: Clinical Heterogeneity and Propagation Patterns. Best Poster Award. Abstract | Poster
 

Projects

2026
QBI Hackathon: LLM Reasoning for CRISPR Perturb-seq Gene Regulation Prediction 📄 Report
2025
Library Data Science Help Desk Dashboard Git
2024
Prevalence of Diabetes Screening, Prediabetes Testing, and Nutrition Counseling (with Dr. Yoshimi Fukuoka) 📄 Analysis Plan
2023
Adverse Outcome Prediction of Neurosurgical Cases 📄 Report
ASA DataFest: Strategizing Pro Bono Attorney Training Using Cycle Time and Conversation Emotion (Finalist) 📄 Pitch
Pseudo-alignment of RNA Data Using Equivalence Class Counts 📄 Post
Interactive Web-Based Dashboard for NIH Research Funding Trends 📄 Post
Flask-Based Message Bank with Google Cloud and MySQL 📄 Post
Show Recommendation System Using TMDB Data and Cast Similarity 📄 Post
Basic Classification 1: Cat vs. Dog Images with TensorFlow, Data Augmentation, and Image Preprocessing 📄 Post
Basic Classification 2: False v.s. Real News with N-Gram Features 📄 Post
2022
Basic Classification 3: Penguin Classification with scikit-learn and Seaborn 📄 Post
Associations between Non-physical Adult Mistreatment and Adolescent Eating Disorders 📄 Report
MATLAB Magnetic Resonance Spectroscopy Processing Application (with Dr. Michael Albert Thomas) 📄 Doc
ASA DataFest: Student Player Profiling Using Avatar Choice and Gaming Behavior 📄 Pitch
2021
Bone Age Assessment Using Attention-Guided Localization, Label Distribution Learning, and Ethnicity Features 📄 Report
全国一二线城市医疗市场分析报告 📄 Report
杭州数字医疗峰会总结 📄 Report
跨境医疗政策开放正面影响 📄 Report
2020 and Prior
Gene Drive Applications: A Review of Current Concerns, Regulations, and Communication 📄 Report
mCATNIP - microbial Compartmentalization AssisTed Nepetalactol Ingredient Production (IGEM 2018) 📄 Website
 

Trivia

Header = Sayram Hu, Xinjiang (2008 Aug) | To-Read List (2026 - )
Fun fact? My friend got me a “already thinking about my next coffee” mug but I reserved it exclusively for tea drinking. Recipe: brown sugar syrup line the cup, hojicha, a splash of sikhye, topped with a sprinkle of salt. Let it sit for 10 minutes and then 叹茶 :)
 
 
 
 
 
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