Francesca Martella
Biographic Data
| ID | 7966364 |
|---|---|
| NAME | Francesca Martella |
| GIVEN NAMES | Francesca |
| FAMILY NAME | Martella |
| SIGNATURE | MARTELLA F |
| AFFILIATIONS | University of Teramo |
| ORCID | 0000-0001-9295-8598 |
| VERIFIED | Yes |
| TOTAL WORKS | 3 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 3 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2019 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Bipolar disorder integrative staging
Bipolar disorder (BD) is a lifelong, recurrent condition with growing evidence supporting a neuroprogressive course, entailing the need to adopt staging models to guide stage-specific interventions. Although different approaches have been proposed, their application remains limited and largely based on clinical features. BOARDING-PASS is an Italian government-funded, multicenter, prospective, and observational study aimed at advancing current kno…
Finite Mixtures of Latent Trait Analyzers With Concomitant Variables for Bipartite Networks
Probabilistic Disjoint Principal Component Analysis
One of the most relevant problems in principal component analysis and factor analysis is the interpretation of the components/factors. In this paper, disjoint principal component analysis model is extended in a maximum-likelihood framework to allow for inference on the model parameters. A coordinate ascent algorithm is proposed to estimate the model parameters. The performance of the methodology is evaluated on simulated and real data sets
No prominent works on this page.
Probabilistic Disjoint Principal Component Analysis
One of the most relevant problems in principal component analysis and factor analysis is the interpretation of the components/factors. In this paper, disjoint principal component analysis model is extended in a maximum-likelihood framework to allow for inference on the model parameters. A coordinate ascent algorithm is proposed to estimate the model parameters. The performance of the methodology is evaluated on simulated and real data sets
Finite Mixtures of Latent Trait Analyzers With Concomitant Variables for Bipartite Networks
Bipolar disorder integrative staging
Bipolar disorder (BD) is a lifelong, recurrent condition with growing evidence supporting a neuroprogressive course, entailing the need to adopt staging models to guide stage-specific interventions. Although different approaches have been proposed, their application remains limited and largely based on clinical features. BOARDING-PASS is an Italian government-funded, multicenter, prospective, and observational study aimed at advancing current kno…
Algorithm (1 work) · Artificial Intelligence (1 work) · Artificial Intelligence (1 work) · Biomarker (1 work) · Bipolar disorder (1 work) · Bipolar Disorder and Treatment (1 work) · Component (thermodynamics) (1 work) · Component analysis (1 work) · Computer Science (1 work) · Connectome (1 work)