Publications

Using Optimal Survival Tree Model for AF Event-Free Survival Time Prediction, D Lofaro, P Vizza, G Tradigo, R Guido, G Armentaro, A Sciacqua, P Veltri, ..., Studies in health technology and informatics 327, 148-152

Senolytics rejuvenate aging cardiomyopathy in human cardiac organoids, Scalise, E Cianflone, C Quercia, L Pagano, A Chiefalo, A Stincelli, ..., Mechanisms of Ageing and Development 223, 112007

Design and use of a Denoising Convolutional Autoencoder for reconstructing electrocardiogram signals at super resolution, U Lomoio, P Veltri, PH Guzzi, P Liò, Artificial Intelligence in Medicine 160, 103058

A convolutional autoencoder framework for ECG signal analysis, U Lomoio, P Vizza, R Giancotti, S Petrolo, S Flesca, F Boccuto, PH Guzzi, ..., Heliyon 11 (2)

Artificial intelligence in chronic kidney diseases: methodology and potential applications, A Simeri, G Pezzi, R Arena, G Papalia, T Szili-Torok, R Greco, P Veltri, ..., International Urology and Nephrology 57 (1), 159-168

International Nephrology Masterclass in Chronic Kidney Disease: Rationale, Summary, and Future Perspectives, F Pesce, M Vadalà, E Almeida, B Fernandez, D Fouque, J Malyszko, ..., Life 14 (12), 1668

An architecture for Deep Learning based automatic bioimages segmentation for sarcopenia evaluation, G Timpano, P Vizza, M Francesco, C Giuseppe, PH Guzzi, P Veltri, 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Studying Cardiac infection by tracking clinical data flow: experiences using a REDCap instance, G Pezzi, MG Cassano, F Giovannenze, E Taddei, G Scoppettuolo, ..., 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Anomaly Detection in Individual Specific Networks through Explainable Generative Adversarial Attributed Networks, PH Guzzi, U Lomoio, T Mazza, P Veltri, 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

Elevated whole blood viscosity is associated with an impaired insulin-stimulated myocardial glucose metabolism, E Succurro, P Vizza, F Cicone, M Rubino, TV Fiorentino, M Perticone, ..., Cardiovascular Diabetology 23 (1), 1-13

Forecasting glucose values for patients with type 1 diabetes using heart rate data, R Giancotti, P Bosoni, P Vizza, G Tradigo, A Gnasso, PH Guzzi, R Bellazzi, ..., Computer Methods and Programs in Biomedicine 257, 108438

A methodology to measure glucose metabolism by quantitative analysis of PET images, P Vizza, E Succurro, G Pozzi, PH Guzzi, GL Cascini, G Tradigo, P Veltri, Journal of Healthcare Informatics Research 8 (4), 640-657

Non parametric differential network analysis: a tool for unveiling specific molecular signatures, PH Guzzi, A Roy, M Milano, P Veltri, BMC bioinformatics 25 (1), 359

Understanding complex systems through differential causal networks, A Defilippo, FM Giorgi, P Veltri, PH Guzzi, Scientific Reports 14 (1), 27431, Computational modeling of vaccination strategies for infectious disease control: Insights from network-based simulations, F Branda, P Veltri, F Chiodo, M Ciccozzi, F Scarpa, PH Guzzi

Enhanced technique for accurate localization and life-sign detection of human subjects using beam-steering radar architectures, M Mercuri, G Sacco, R Hornung, H Visser, I Lorato, S Pisa, P Veltri, ..., IEEE Transactions on Biomedical Engineering

Cardiovascular Risk in HIV Patients: Ageing Analysis of the Involved Genes, F Boccuto, S De Rosa, P Veltri, D Torella, PH Guzzi, Applied Sciences 14 (17), 7526

MAATrica: a measure for assessing consistency and methods in medicinal and nutraceutical chemistry papers, G Panzarella, A Gallo, S Coecke, M Querci, F Ortuso, M Hofmann-Apitius, ..., European journal of medicinal chemistry 273, 116522

Leveraging graph neural networks for supporting automatic triage of patients, A Defilippo, P Veltri, P Lió, PH Guzzi, Scientific Reports 14 (1), 12548

Education in health informatics: perspectives from the Italian Society for Biomedical Informatics (SIBIM), L Sacchi, G Balestra, P Veltri, M Giacomini, Stud Health Technol Inform 314, 187-191

Quantitative analysis of visually normal EEG reveals spectral power abnormalities in temporal lobe epilepsy, MC Bonacci, I Sammarra, ME Caligiuri, M Sturniolo, I Martino, P Vizza, ..., Neurophysiologie Clinique 54 (3), 102951

Sex-specific differences in myocardial glucose metabolic rate in non-diabetic, pre-diabetic and type 2 diabetic subjects, E Succurro, P Vizza, F Cicone, V Cassano, M Massimino, F Giofrè, ..., Cardiovascular Diabetology 23 (1), 144

Discovery of long non-coding RNAs in naïve CD4+ T cells in response to initiating antiretroviral therapy at acute or chronic phase of HIV-1 infection, N Farsiu, A Ghorbani, TP Karbanowicz, N Mottaghi-Dastjerdi, P Veltri, ..., Acta Virologica 68, 11572

DCAE-SR: Design of a Denoising Convolutional Autoencoder for reconstructing Electrocardiograms signals at Super Resolution, U Lomoio, P Veltri, PH Guzzi, P Liò, medRxiv, 2024.04. 08.24305091

Machine learning pipeline to analyze clinical and proteomics data: experiences on a prostate cancer case, P Vizza, F Aracri, PH Guzzi, M Gaspari, P Veltri, G Tradigo, BMC Medical Informatics and Decision Making 24 (1), 93

GTExVisualizer: a web platform for supporting ageing studies (vol 39, btad303, 2023), PH Guzzi, U Lomoio, P Veltri, BIOINFORMATICS 40 (2)

The Omicron XBB. 1 variant and its descendants: genomic mutations, rapid dissemination and notable characteristics, R Giancotti, U Lomoio, B Puccio, G Tradigo, P Vizza, C Torti, P Veltri, ..., Biology 13 (2), 90

Appropriateness of Recommendations Obtained From On-Line Large Language Models using Medical Questionnaires as Input, PH Guzzi, V Carbonari, E Pedace, P Veltri, P Vizza

A Framework Based on Explainable Graph Neural Networks for Modelling Spreading Processes in Networks, PH Guzzi, U Lomoio, P Veltri

Proposal for a Patient Centered Health Information Framework for Clinical and Personal Data Movement, P Veltri, W Meijer, VK Rajput, Digital Health and Informatics Innovations for Sustainable Health Care …

Design of a Telemedicine Infrastructure for Rural and Remote Areas. PH Guzzi, P Vizza, G Tradigo, S Greco, P Veltri, CEUR WORKSHOP PROCEEDINGS 3741, 387-391

Cardiovascular Aging in HIV Infection: Analysis of Involved Genes, F Boccuto, S De Rosa, P Veltri, D Torella, PH Guzzi

How patients feel with telemedicine devices as an enabling factor for personalised medicine: a preliminary study, F Boccuto, P Vizza, S De Rosa, G Tradigo, P Veltri, D Torella, PH Guzzi, pHealth 2024, 168-172

GLSTM: On Using LSTM for Glucose Level Prediction, M Kashif, S Flesca, P Veltri, pHealth 2024, 103-107

Check for updates, PH Guzzi¹, A Roy, F Cortese¹, P Veltri, Complex Networks & Their Applications XII: Proceedings of The Twelfth …