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L. Gaetani

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Open access Sep 2026

Application of unsupervised and supervised machine learning approaches to blood-based biomarkers of Alzheimer’s disease in a memory clinic cohort

Blood-based biomarkers (BBMs) are promising tools to facilitate biological diagnosis of Alzheimer’s Disease (AD). Establishing reliable cutoffs for BBMs represents a major issue for real-world implementation and the investigation of combined BBM approaches is limited. Our aim is to test different machine learning...

Edoardo Guido Torrigiani, D. Cianca, L. Gaetani et al. · 0 citations
Open access Aug 2026

Cerebrospinal fluid and plasma biomarkers in idiopathic normal pressure hydrocephalus: comparison with Alzheimer's and Parkinson's diseases

Background Idiopathic normal pressure hydrocephalus (iNPH) is a potentially reversible neurological disorder whose diagnosis is complicated by clinical overlap with neurodegenerative diseases. Fluid biomarkers may provide insight into disease mechanisms and support differential diagnosis. Methods We performed a small e...

Francesca Pappafava, L. Gaetani, M. Ottaviani et al. · 0 citations
Sep 2026

Toward harmonized reporting of Alzheimer’s disease biomarkers in clinical practice

The principles of harmonized reporting for Alzheimer’s disease biomarkers and a structured framework for standardized clinical neurochemistry reports are discussed and a structured framework for standardized clinical neurochemistry reports is proposed.

L. Agnello, Andrea Pilotto, L. Gaetani et al. · 0 citations
Jul 2026

Can the integration of blood-based biomarkers into Alzheimer’s disease diagnosis revolutionize the field?

The authors critically appraise the current evidence supporting plasma phosphorylated tau at threonine 217 (p-tau217) as the leading BBM for AD, and highlight current limitations, unresolved challenges, and future perspectives for the integration of plasma biomarkers into routine clinical practice.

L. Gaetani, Giovanna Nardi, Lucilla Parnetti · 0 citations
Review Open access Aug 2026

Thalamocortical connectivity and nucleus-specific thalamic dysfunction in temporal lobe epilepsy: an integrative review

Overall, the available evidence supports a transition from a predominantly hippocampocentric framework toward a distributed thalamocortical network model of TLE, and emerging longitudinal evidence further suggests that thalamocortical networks may undergo postoperative reorganization following successful epilepsy surge...

G. Bevacqua, Marco Ciavarro, L. Gaetani et al. · 0 citations

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