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Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network

PloS one, 2019-10, Vol.14 (10), p.e0211844-e0211844

2019

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Deep learning-based Alzheimer's disease detection: reproducibility and the effect of modeling choices

Frontiers in computational neuroscience, 2024-09, Vol.18, p.1360095

2024

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Gut Microbiota in T1DM-Onset Pediatric Patients: Machine-Learning Algorithms to Classify Microorganisms as Disease Linked

The journal of clinical endocrinology and metabolism, 2020-09, Vol.105 (9), p.e3114-e3126

2020

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Multi-output learning via spectral filtering

Machine learning, 2012-06, Vol.87 (3), p.259-301

2012

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NLP-based tools for localization of the epileptogenic zone in patients with drug-resistant focal epilepsy

Scientific reports, 2024-01, Vol.14 (1), p.2349-12, Article 2349

2024

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Cross-GWAS coherence test at the gene and pathway level

PLoS computational biology, 2022-09, Vol.18 (9), p.e1010517-e1010517

2022

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A fully automated deep learning pipeline for micro-CT-imaging-based densitometry of lung fibrosis murine models

Respiratory research, 2022-11, Vol.23 (1), p.1-308, Article 308

2022

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New miRNA Signature Heralds Human NK Cell Subsets at Different Maturation Steps: Involvement of miR-146a-5p in the Regulation of KIR Expression

Frontiers in immunology, 2018-10, Vol.9, p.2360-2360

2018

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The hidden information in patient-reported outcomes and clinician-assessed outcomes: multiple sclerosis as a proof of concept of a machine learning approach

Neurological sciences, 2020-02, Vol.41 (2), p.459-462

2020

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A biology-driven approach identifies the hypoxia gene signature as a predictor of the outcome of neuroblastoma patients

Molecular cancer, 2010-07, Vol.9 (1), p.185-185

2010

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Different Features of Tumor-Associated NK Cells in Patients With Low-Grade or High-Grade Peritoneal Carcinomatosis

Frontiers in immunology, 2019, Vol.10, p.1963-1963

2019

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The l1-l2 regularization framework unmasks the hypoxia signature hidden in the transcriptome of a set of heterogeneous neuroblastoma cell lines

BMC genomics, 2009-10, Vol.10 (1), p.474-474

2009

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Genome instability model of metastatic neuroblastoma tumorigenesis by a dictionary learning algorithm

BMC medical genomics, 2015-09, Vol.8 (1), p.57-57, Article 57

2015

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Computational Intelligence Methods for Bioinformatics and Biostatistics: 14th International Meeting, CIBB 2017, Cagliari, Italy, September 7-9, 2017, Revised Selected Papers

1st Edition 2019, 2019

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A computational procedure for functional characterization of potential marker genes from molecular data: Alzheimer's as a case study

BMC medical genomics, 2011-07, Vol.4 (1), p.55-55, Article 55

2011

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Effect of size and heterogeneity of samples on biomarker discovery: synthetic and real data assessment

PloS one, 2012-03, Vol.7 (3), p.e32200-e32200

2012

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An Overview of Data Integration in Neuroscience With Focus on Alzheimer's Disease

IEEE journal of biomedical and health informatics, 2024-04, Vol.28 (4), p.1824-1835

2024

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Development of a smart post-hospitalization facility for older people by using domotics, robotics, and automated tele-monitoring

Geriatric care (Pavia), 2019-04, Vol.5 (1)

2019

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Quantitative echography in primary uveal melanoma treated by proton beam therapy

Canadian journal of ophthalmology, 2014-02, Vol.49 (1), p.60-65

2014

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Geometric Deep Learning Strategies for the Characterization of Academic Collaboration Networks

IEEE transactions on emerging topics in computing, 2024-07, Vol.12 (3), p.840-851

2024

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Discrete Changes in Glucose Metabolism Define Aging

Scientific reports, 2019-07, Vol.9 (1), p.10347-8, Article 10347

2019

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Introducing Temporal Correlation in Rainfall and Wind Prediction From Underwater Noise

IEEE journal of oceanic engineering, 2023-04, Vol.48 (2), p.1-16

2023

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Compounding Approaches for Wind Prediction From Underwater Noise by Supervised Learning

IEEE journal of oceanic engineering, 2022-10, Vol.47 (4), p.1172-1187

2022

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A Supervised Learning Approach for Rainfall Detection From Underwater Noise Analysis

IEEE journal of oceanic engineering, 2022-01, Vol.47 (1), p.213-225

2022

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Temporal Pattern Detection in Time-Varying Graphical Models

2020 25th International Conference on Pattern Recognition (ICPR), 2021, p.4481-4488

2021

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Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network

Deep learning-based Alzheimer's disease detection: reproducibility and the effect of modeling choices

Gut Microbiota in T1DM-Onset Pediatric Patients: Machine-Learning Algorithms to Classify Microorganisms as Disease Linked

Multi-output learning via spectral filtering

NLP-based tools for localization of the epileptogenic zone in patients with drug-resistant focal epilepsy

Cross-GWAS coherence test at the gene and pathway level

A fully automated deep learning pipeline for micro-CT-imaging-based densitometry of lung fibrosis murine models

New miRNA Signature Heralds Human NK Cell Subsets at Different Maturation Steps: Involvement of miR-146a-5p in the Regulation of KIR Expression

The hidden information in patient-reported outcomes and clinician-assessed outcomes: multiple sclerosis as a proof of concept of a machine learning approach

A biology-driven approach identifies the hypoxia gene signature as a predictor of the outcome of neuroblastoma patients

Different Features of Tumor-Associated NK Cells in Patients With Low-Grade or High-Grade Peritoneal Carcinomatosis

The l1-l2 regularization framework unmasks the hypoxia signature hidden in the transcriptome of a set of heterogeneous neuroblastoma cell lines

Genome instability model of metastatic neuroblastoma tumorigenesis by a dictionary learning algorithm

Computational Intelligence Methods for Bioinformatics and Biostatistics: 14th International Meeting, CIBB 2017, Cagliari, Italy, September 7-9, 2017, Revised Selected Papers

A computational procedure for functional characterization of potential marker genes from molecular data: Alzheimer's as a case study

Effect of size and heterogeneity of samples on biomarker discovery: synthetic and real data assessment

An Overview of Data Integration in Neuroscience With Focus on Alzheimer's Disease

Development of a smart post-hospitalization facility for older people by using domotics, robotics, and automated tele-monitoring

Quantitative echography in primary uveal melanoma treated by proton beam therapy

Geometric Deep Learning Strategies for the Characterization of Academic Collaboration Networks

Discrete Changes in Glucose Metabolism Define Aging

Introducing Temporal Correlation in Rainfall and Wind Prediction From Underwater Noise

Compounding Approaches for Wind Prediction From Underwater Noise by Supervised Learning

A Supervised Learning Approach for Rainfall Detection From Underwater Noise Analysis

Temporal Pattern Detection in Time-Varying Graphical Models

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