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A Review on Initialization Methods for Nonnegative Matrix Factorization: Towards Omics Data Experiments

Mathematics (Basel), 2021-05, Vol.9 (9), p.1006

Esposito, Flavia

2021

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Review of Patient Gene Profiles Obtained through a Non-Negative Matrix Factorization-Based Framework to Determine the Role Inflammation Plays in Neuroblastoma Pathogenesis

International journal of molecular sciences, 2024-04, Vol.25 (8), p.4406

2024

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Vergence responses to face stimuli in young children

Neuroreport, 2018-02, Vol.29 (3), p.219-223

2018

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Eye vergence responses to novel and familiar stimuli in young children

Acta psychologica, 2019-02, Vol.193, p.190-196

2019

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Clinical Validation of Eye Vergence as an Objective Marker for Diagnosis of ADHD in Children

Journal of attention disorders, 2019-04, Vol.23 (6), p.599-614

2019

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Improving knowledge on the activation of bone marrow fibroblasts in MGUS and MM disease through the automatic extraction of genes via a nonnegative matrix factorization approach on gene expression profiles

Journal of translational medicine, 2018-08, Vol.16 (1), p.217-217, Article 217

2018

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An NMF-Based Methodology for Selecting Biomarkers in the Landscape of Genes of Heterogeneous Cancer-Associated Fibroblast Populations

Bioinformatics and biology insights, 2020, Vol.14, p.1177932220906827-1177932220906827

2020

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Eye Vergence Responses During an Attention Task in Adults With ADHD and Clinical Controls

Journal of attention disorders, 2021-07, Vol.25 (9), p.1302-1310

2021

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Early career researchers want Open Science

Genome Biology, 2017-11, Vol.18 (1), p.221-221, Article 221

2017

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Role of lipidomics in assessing the functional lipid composition in breast milk

Frontiers in nutrition (Lausanne), 2022-09, Vol.9, p.899401-899401

2022

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Electronic case report forms generation from pathology reports by ARGO, automatic record generator for onco-hematology

Scientific reports, 2021-12, Vol.11 (1), p.23823-23823, Article 23823

2021

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Astrocytic IL-6 mediates locomotor activity, exploration, anxiety, learning and social behavior

Hormones and behavior, 2015-07, Vol.73, p.64-74

2015

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A New Ensemble Method for Detecting Anomalies in Gene Expression Matrices

Mathematics (Basel), 2021-04, Vol.9 (8), p.882

2021

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A Decision‐tree Approach to Stratify DLBCL Risk Based on Stromal and Immune Microenvironment Determinants

HemaSphere, 2023-04, Vol.7 (4), p.e862-n/a

2023

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Cluster of resistance-inducing genes in MCF-7 cells by estrogen, insulin, methotrexate and tamoxifen extracted via NMF

Pathology, research and practice, 2023-02, Vol.242, p.154347-154347, Article 154347

2023

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Analysis of fibroblast genes selected by NMF to reveal the potential crosstalk between ulcerative colitis and colorectal cancer

Experimental and molecular pathology, 2021-12, Vol.123, p.104713-104713, Article 104713

2021

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Colorectal cancer in Crohn's disease evaluated with genes belonging to fibroblasts of the intestinal mucosa selected by NMF

Pathology, research and practice, 2022-01, Vol.229, p.153728-153728, Article 153728

2022

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Bi-level algorithm for optimizing hyperparameters in penalized nonnegative matrix factorization

Applied mathematics and computation, 2023-11, Vol.457, p.128184, Article 128184

2023

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Orthogonal joint sparse NMF for microarray data analysis

Journal of mathematical biology, 2019-07, Vol.79 (1), p.223-247

2019

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Theoretical Aspects in Penalty Hyperparameters Optimization

Mediterranean journal of mathematics, 2023-12, Vol.20 (6), Article 300

2023

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Accelerated SVD-based initialization for nonnegative matrix factorization

Computational & applied mathematics, 2024-09, Vol.43 (6), Article 392

2024

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The influence of music therapy on preoperative anxiety in pediatric oncology patients undergoing invasive procedures

The Arts in psychotherapy, 2020-03, Vol.68, p.101649, Article 101649

2020

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MO1056: Music Therapy Reduces Anxiety and Pain and Improves Satisfaction in Patients Undergoing Percutaneous Renal Biopsy

Nephrology, dialysis, transplantation, 2022-05, Vol.37 (Supplement_3)

2022

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Nonnegative Matrix Factorization models for knowledge extraction from biomedical and other real world data

Proceedings in applied mathematics and mechanics, 2021-01, Vol.20 (1), p.n/a

2021

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A Digital Gene-Expression Signature Supports Mediastinal Gray Zone Lymphoma Stratification within Classical Hodgkin or Primary Mediastinal B-Cell Lymphoma

Blood, 2022-11, Vol.140 (Supplement 1), p.9312-9313

2022

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A Review on Initialization Methods for Nonnegative Matrix Factorization: Towards Omics Data Experiments

Review of Patient Gene Profiles Obtained through a Non-Negative Matrix Factorization-Based Framework to Determine the Role Inflammation Plays in Neuroblastoma Pathogenesis

Vergence responses to face stimuli in young children

Eye vergence responses to novel and familiar stimuli in young children

Clinical Validation of Eye Vergence as an Objective Marker for Diagnosis of ADHD in Children

Improving knowledge on the activation of bone marrow fibroblasts in MGUS and MM disease through the automatic extraction of genes via a nonnegative matrix factorization approach on gene expression profiles

An NMF-Based Methodology for Selecting Biomarkers in the Landscape of Genes of Heterogeneous Cancer-Associated Fibroblast Populations

Eye Vergence Responses During an Attention Task in Adults With ADHD and Clinical Controls

Early career researchers want Open Science

Role of lipidomics in assessing the functional lipid composition in breast milk

Electronic case report forms generation from pathology reports by ARGO, automatic record generator for onco-hematology

Astrocytic IL-6 mediates locomotor activity, exploration, anxiety, learning and social behavior

A New Ensemble Method for Detecting Anomalies in Gene Expression Matrices

A Decision‐tree Approach to Stratify DLBCL Risk Based on Stromal and Immune Microenvironment Determinants

Cluster of resistance-inducing genes in MCF-7 cells by estrogen, insulin, methotrexate and tamoxifen extracted via NMF

Analysis of fibroblast genes selected by NMF to reveal the potential crosstalk between ulcerative colitis and colorectal cancer

Colorectal cancer in Crohn's disease evaluated with genes belonging to fibroblasts of the intestinal mucosa selected by NMF

Bi-level algorithm for optimizing hyperparameters in penalized nonnegative matrix factorization

Orthogonal joint sparse NMF for microarray data analysis

Theoretical Aspects in Penalty Hyperparameters Optimization

Accelerated SVD-based initialization for nonnegative matrix factorization

The influence of music therapy on preoperative anxiety in pediatric oncology patients undergoing invasive procedures

MO1056: Music Therapy Reduces Anxiety and Pain and Improves Satisfaction in Patients Undergoing Percutaneous Renal Biopsy

Nonnegative Matrix Factorization models for knowledge extraction from biomedical and other real world data

A Digital Gene-Expression Signature Supports Mediastinal Gray Zone Lymphoma Stratification within Classical Hodgkin or Primary Mediastinal B-Cell Lymphoma

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