क्यूआर कोड

Decoding Parkinson’s progression: A multi-modal SuStaIn ensemble approach validated on real-world PPMI data

Background:: Parkinson’s disease (PD) exhibits substantial heterogeneity in clinical presentation and longitudinal progression, complicating prognosis, trial design, and precision therapeutics. While the Subtype and Stage Inference (SuStaIn) algorithm family offers probabilistic disease progression...

पूर्ण विवरण

में बचाया:
मुख्य लेखकों: Moad Hani, Saïd Mahmoudi, Mohammed Benjelloun
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Elsevier 2026-07-01
श्रृंखला:Neurobiology of Disease
विषय:
Parkinson’s disease
Disease progression modeling
Biomarker analysis
Patient stratification
Machine learning
SuStaIn algorithm
ऑनलाइन पहुंच:http://www.sciencedirect.com/science/article/pii/S0969996126001804
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