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Clinical AI case studies, research notes, and technical deep-dives.
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Prodromal Parkinson’s Disease Detection Using Free-Living Wrist Accelerometry
A large-scale clinical study demonstrating that subtle gait alterations can be detected years before Parkinson’s diagnosis using wrist-worn accelerometers.
Bias in Medical AI: Implications for Clinical Decision-Making
A clinical-grade review of how bias emerges across the medical AI lifecycle—from data collection to real-world deployment—and why rigorous validation is essential for equitable clinical decision-making.
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Prodromal Parkinson’s Disease Detection Using Free-Living Wrist Accelerometry
A large-scale clinical study demonstrating that subtle gait alterations can be detected years before Parkinson’s diagnosis using wrist-worn accelerometers.
Scalable Screening for Narcolepsy Type 1 Using Cataplexy Questionnaires and HLA Biomarkers
A highly specific ML-based screening approach for narcolepsy type 1 combining questionnaire data with HLA genotyping.
Low-Dose Aripiprazole for Long COVID: A Retrospective Observational Study
Observational evidence suggesting functional improvement in Long COVID patients treated with low-dose aripiprazole.
Bias in Medical AI: Implications for Clinical Decision-Making
A clinical-grade review of how bias emerges across the medical AI lifecycle—from data collection to real-world deployment—and why rigorous validation is essential for equitable clinical decision-making.