Pubblicazioni

Phenotyping the histopathological subtypes of non-small-cell lung carcinoma: how beneficial is radiomics?

2023 - DIAGNOSTICS
Pasini, Giovanni; Stefano, Alessandro; Russo, Giorgio; Comelli, Albert; Marinozzi, Franco; Bini, Fabiano

Unsupervised Machine Learning with Cluster Analysis in Patients Discharged after an Acute Coronary Syndrome: Insights from a 23,270-Patient Study

2023 - THE AMERICAN JOURNAL OF CARDIOLOGY
Mohammadi, T.; D'Ascenzo, F.; Pepe, M.; Bonsignore Zanghi, S.; Bernardi, M.; Spadafora, L.; Frati, G.; Peruzzi, M.; De Ferrari, G. M.; Biondi-Zoccai, G.

Thermography and machine learning combination for comprehensive analysis of transient response of a photovoltaic module to water cooling

2023 - RENEWABLE ENERGY
Sohani, A.; Cornaro, C.; Shahverdian, M. H.; Hoseinzadeh, S.; Moser, D.; Nastasi, B.; Sayyaadi, H.; Astiaso Garcia, D.

Firms' profitability and ESG score: A machine learning approach

2023 - APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY
D'Amato, V.; D'Ecclesia, R.; Levantesi, S.

Predicting partner fitness based on spatial structuring in a light-driven microbial community

2023 - PLOS COMPUTATIONAL BIOLOGY
Sakkos, Jonathan K; Santos-Merino, María; Kokarakis, Emmanuel J; Li, Bowen; Fuentes-Cabrera, Miguel; Zuliani, Paolo; Ducat, Daniel C

Landscape context importance for predicting forest transition success in central Panama

2023 - LANDSCAPE ECOLOGY
Bardino, Giulia; Di Fonzo, Gianrico; Walker, Kendra; Vitale, Marcello; Hall, Jefferson S.

Development and validation of artificial-intelligence-based radiomics model using computed tomography features for preoperative risk stratification of gastrointestinal stromal tumors

2023 - JOURNAL OF PERSONALIZED MEDICINE
Rengo, Marco; Onori, Alessandro; Caruso, Damiano; Bellini, Davide; Carbonetti, Francesco; De Santis, Domenico; Vicini, Simone; Zerunian, Marta; Iannicelli, Elsa; Carbone, Iacopo; Laghi, Andrea

A fecal miRNA signature by small RNA sequencing accurately distinguishes colorectal cancers: results from a multicentric study

2023 - GASTROENTEROLOGY
Pardini, Barbara; Ferrero, Giulio; Tarallo, Sonia; Gallo, Gaetano; Francavilla, Antonio; Licheri, Nicola; Trompetto, Mario; Clerico, Giuseppe; Senore, Carlo; Peyre, Sergio; Vymetalkova, Veronika; Vodickova, Ludmila; Liska, Vaclav; Vycital, Ondrej; Levy, Miroslav; Macinga, Peter; Hucl, Tomas; Budinska, Eva; Vodicka, Pavel; Cordero, Francesca; Naccarati, Alessio

New generation Car Navigation Systems enhancing Human-Computer Interaction and exploiting sensors and machine learning on the smartphone

2023 - IUI '23 Companion: Companion Proceedings of the 28th International Conference on Intelligent User Interfaces
Bisante, Alba

Multi-source statistics on employment status in Italy, a machine learning approach

2023 - METRON
Varriale, R.; Alfo', M.

A Visual Analytics Conceptual Framework for Explorable and Steerable Partial Dependence Analysis

2023 - IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
Angelini, Marco; Blasilli, Graziano; Lenti, Simone; Santucci, Giuseppe

Are Neural Network Potentials Trained on Liquid States Transferable to Crystal Nucleation? A Test on Ice Nucleation in the mW Water Model

2023 - JOURNAL OF PHYSICAL CHEMISTRY. B, CONDENSED MATTER, MATERIALS, SURFACES, INTERFACES & BIOPHYSICAL
GUIDARELLI MATTIOLI, Francesco; Sciortino, Francesco; Russo, John

Land Consumption Classification Using Sentinel 1 Data. A Systematic Review

2023 - LAND
Mastrorosa, Sara; Crespi, Mattia; Congedo, Luca; Munafo, Michele

Machine Learning-Based Classification to Disentangle EEG Responses to TMS and Auditory Input

2023 - BRAIN SCIENCES
Cristofari, A.; De Santis, M.; Lucidi, S.; Rothwell, J.; Casula, E. P.; Rocchi, L.

Seabed Classification From Multispectral Multibeam Data

2023 - IEEE JOURNAL OF OCEANIC ENGINEERING
Ntouskos, V.; Mertikas, P.; Mallios, A.; Karantzalos, K.

Guida critica alle intelligenze artificiali. Potenzialità e limiti in una prospettiva filosofica

2023 -
Ippoliti, Emiliano

Precipitation Time Series Analysis and Forecasting for Italian Regions

2023 - ENGINEERING PROCEEDINGS
Ghaderpour, Ebrahim; Dadkhah, Hanieh; Dabiri, Hamed; Bozzano, Francesca; SCARASCIA MUGNOZZA, Gabriele; Mazzanti, Paolo

Risk based tunnel design by vehicle involved in road crashes. Models and tunnel length

2023 - INTERNATIONAL JOURNAL OF TRANSPORT DEVELOPMENT AND INTEGRATION
Pireddu, Antonella; Lombardi, Mara; Bruzzone, Silvia; Berardi, Davide; Guarascio, Massimo

Tridello_Assessment-Critical-Defect_2023

2023 - APPLIED SCIENCES
Tridello, A; Ciampaglia, A; Berto, F; Paolino, Ds

Identifying Conditioning Factors and Predictors of Conflict Likelihood for Machine Learning Models: A Literature Review

2023 - ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION
Obukhov, T.; Brovelli, M. A.

Radiomics analysis in gastrointestinal imaging: a narrative review

2023 - DIGESTIVE MEDICINE RESEARCH
De Santis, Domenico; Del Gaudio, Antonella; Zerunian, Marta; Polici, Michela; Guido, Gisella; Tarallo, Mariarita; Masci, Benedetta; Ubaldi, Nicolò; Iannicelli, Elsa; Laghi, Andrea; Caruso, Damiano

Systematic review of energy theft practices and autonomous detection through artificial intelligence methods

2023 - RENEWABLE & SUSTAINABLE ENERGY REVIEWS
Stracqualursi, E.; Rosato, A.; Di Lorenzo, G.; Panella, M.; Araneo, R.

Towards artificial intelligence applications in next generation cytopathology

2023 - BIOMEDICINES
Giarnieri, Enrico; Scardapane, Simone

Some Considerations about the Anodic Limit of Ionic Liquids Obtained by Means of DFT Calculations

2023 - ENTROPY
Paolone, A.; Di Muzio, S.; Palumbo, O.; Brutti, S.

Continual learning with invertible generative models

2023 - NEURAL NETWORKS
Pomponi, Jary; Scardapane, Simone; Uncini, Aurelio

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