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Author Details

Sabina Tangaro
Istituto Nazionale di Fisica Nucleare
2004
81
19
Timothy Clark (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
37789191An eXplainable Artificial Intelligence analysis of Raman spectra for thyroid cancer diagnosis.Sci Rep2023
37808286Machine learning approaches in microbiome research: challenges and best practices.Front Microbiol2023
37719873An eXplainability Artificial Intelligence approach to brain connectivity in Alzheimer's disease.Front Aging Neurosci2023
37626087A Dementia mortality rates dataset in Italy (2012-2019).Sci Data2023
37950034Deep learning approach for denoising low-SNR correlation plenoptic images.Sci Rep2023
37894965Artificial Intelligence and Complex Network Approaches Reveal Potential Gene Biomarkers for Hepatocellular Carcinoma.Int J Mol Sci2023
34474031Satellite data and machine learning reveal a significant correlation between NO<sub>2</sub> and COVID-19 mortality.Environ Res2022
35700598Multi-site harmonization of MRI data uncovers machine-learning discrimination capability in barely separable populations: An example from the ABIDE dataset.Neuroimage Clin2022
35833126A Machine Learning Approach to Predict Remission in Patients With Psoriatic Arthritis on Treatment With Secukinumab.Front Immunol2022
35627112A Machine Learning Approach to Parkinson's Disease Blood Transcriptomics.Genes (Basel)2022
35450069Validity of Machine Learning in Predicting Giant Cell Arteritis Flare After Glucocorticoids Tapering.Front Immunol2022
36567754Worldwide impact of lifestyle predictors of dementia prevalence: An eXplainable Artificial Intelligence analysis.Front Big Data2022
36175583Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe.Sci Rep2022
35893293The Use and Utility of Machine Learning in Achieving Precision Medicine in Systemic Sclerosis: A Narrative Review.J Pers Med2022
36300169The impact of harmonization on radiomic features in Parkinson's disease and healthy controls: A multicenter study.Front Neurosci2022
35882684A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease.Brain Inform2022
35308061Sustainable development goals: conceptualization, communication and achievement synergies in a complex network framework.Appl Netw Sci2022
35322106Territorial bias in university rankings: a complex network approach.Sci Rep2022
33099008Predicting brain age with complex networks: From adolescence to adulthood.Neuroimage2021
33777733A Clinical Decision Support System for Predicting Invasive Breast Cancer Recurrence: Preliminary Results.Front Oncol2021
33551880Brain Age Prediction With Morphological Features Using Deep Neural Networks: Results From Predictive Analytic Competition 2019.Front Psychiatry2021
34429852A primer on machine learning techniques for genomic applications.Comput Struct Biotechnol J2021
34776885Editorial: Explainable Artificial Intelligence (XAI) in Systems Neuroscience.Front Syst Neurosci2021
34122000Explainable Deep Learning for Personalized Age Prediction With Brain Morphology.Front Neurosci2021
34209167Exploring the Oral Microbiome in Rheumatic Diseases, State of Art and Future Prospective in Personalized Medicine with an AI Approach.J Pers Med2021
33951590Artificial intelligence applications in medical imaging: A review of the medical physics research in Italy.Phys Med2021
32397505Elite VABB 13G: A New Ultrasound-Guided Wireless Biopsy System for Breast Lesions. Technical Characteristics and Comparison with Respect to Traditional Core-Biopsy 14-16G Systems.Diagnostics (Basel)2020
33110089Potential energy of complex networks: a quantum mechanical perspective.Sci Rep2020
33049726Identifying potential gene biomarkers for Parkinson's disease through an information entropy based approach.Phys Biol2020
33233622Association between Structural Connectivity and Generalized Cognitive Spectrum in Alzheimer's Disease.Brain Sci2020
33093554An equity-oriented rethink of global rankings with complex networks mapping development.Sci Rep2020
32957690Radiomic Analysis in Contrast-Enhanced Spectral Mammography for Predicting Breast Cancer Histological Outcome.Diagnostics (Basel)2020
32545374Extensive Evaluation of Morphological Statistical Harmonization for Brain Age Prediction.Brain Sci2020
32164532A machine learning approach on multiscale texture analysis for breast microcalcification diagnosis.BMC Bioinformatics2020
32429446Breath Analysis for Early Detection of Malignant Pleural Mesothelioma: Volatile Organic Compounds (VOCs) Determination and Possible Biochemical Pathways.Cancers (Basel)2020
30656857Association between miRNAs expression and cognitive performances of Pediatric Multiple Sclerosis patients: A pilot study.Brain Behav2019
31646778Role of the contrast-enhanced spectral mammography for the diagnosis of breast metastases from extramammary neoplasms.J BUON2019
31891941Shannon entropy approach reveals relevant genes in Alzheimer's disease.PLoS One2019
33267189Communicability Characterization of Structural DWI Subcortical Networks in Alzheimer's Disease.Entropy (Basel)2019
31178715Deep Learning and Multiplex Networks for Accurate Modeling of Brain Age.Front Aging Neurosci2019
31234363Fully Automated Support System for Diagnosis of Breast Cancer in Contrast-Enhanced Spectral Mammography Images.J Clin Med2019
31515007Microcalcification detection in full-field digital mammograms: A fully automated computer-aided system.Phys Med2019
30951846Modelling cognitive loads in schizophrenia by means of new functional dynamic indexes.Neuroimage2019
30725232Thalamic connectivity measured with fMRI is associated with a polygenic index predicting thalamo-prefrontal gene co-expression.Brain Struct Funct2019
29304112A complex network approach reveals a pivotal substructure of genes linked to schizophrenia.PLoS One2018
29807313Complex networks reveal early MRI markers of Parkinson's disease.Med Image Anal2018
29943735A novel approach to brain connectivity reveals early structural changes in Alzheimer's disease.Physiol Meas2018
30140703A Gradient-Based Approach for Breast DCE-MRI Analysis.Biomed Res Int2018
30487745Multiplex Networks for Early Diagnosis of Alzheimer's Disease.Front Aging Neurosci2018
30458801Salient networks: a novel application to study Alzheimer disease.Biomed Eng Online2018
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Collaborators

Roberto Bellotti
Istituto Nazionale di Fisica Nucleare
Co-authored papers 66
Nicola Amoroso
Istituto Nazionale di Fisica Nucleare
Co-authored papers 48
Marianna La Rocca
Universita degli Studi di Bari Aldo Moro
Co-authored papers 10
Andrea Tateo
Universita degli Studi di Bari "A. Moro"
Co-authored papers 9
Paolo Inglese
The Francis Crick Institute
Co-authored papers 5
Rosangela Errico
Universita degli Studi di Genova
Co-authored papers 4
Graziano Pesole
Co-authored papers 2
Genevera I Allen
Jan and Dan Duncan Neurological Research Institute at Texas Children's Hospital
Co-authored papers 1
Guanghua Xiao
The University of Texas Southwestern Medical Center
Co-authored papers 1
Alexandre Routier
Institut du Cerveau - Paris Brain Institute
Co-authored papers 1
Ramil N Nurtdinov
The Barcelona Institute for Science and Technology
Co-authored papers 1
David A Bennett
Rush University Medical Center
Co-authored papers 1
Stephen H Friend
University of Oxford
Co-authored papers 1
Gustavo Stolovitzky
IBM T.J. Watson Research Center
Co-authored papers 1
Dehan Kong
University of Toronto
Co-authored papers 1
Paurush Praveen
Miltenyi Biotec B.V. & Co. KG
Co-authored papers 1
Philipp Senger
Fraunhofer Institute for Algorithms and Scientific Computing (SCAI)
Co-authored papers 1
James Christopher Bare
Institute for Systems Biology
Co-authored papers 1
Qijia Jiang
Rice University
Co-authored papers 1
Venkatachalapathy S K Balagurusamy
IBM T.J. Watson Research Center - 218
Co-authored papers 1
Yuanfang Guan
University of Michigan ann arbor
Co-authored papers 1
Andrew Simmons
Institute of Psychiatry, King's College London
Co-authored papers 1
Beibei Chen
University of Texas Southwestern Medical Center
Co-authored papers 1
Arno Klein
Child Mind Institute
Co-authored papers 1
Lara M Mangravite
Children's Hospital Oakland Research Institute
Co-authored papers 1
Xia Shen
Usher Institute, University of Edinburgh
Co-authored papers 1
Jia Xu
First Clinical Medical School, Guangzhou University of Chinese Medicine
Co-authored papers 1
Roland Krause
University of Luxembourg
Co-authored papers 1
Thea Norman
Bill & Melinda Gates Foundation
Co-authored papers 1
Yen-Jen Oyang
Graduate Institute of Networking and Multimedia, National Taiwan University
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Release 1.2