Pubblicazioni

A modified decision tree approach to improve the prediction and mutation discovery for drug resistance in Mycobacterium tuberculosis

2022 - BMC GENOMICS

Deelder, Wouter; Napier, Gary; Campino, Susana; Palla, Luigi; Phelan, Jody; Clark, Taane G

Stratification of hospitalized COVID-19 patients into clinical severity progression groups by immuno-phenotyping and machine learning

2022 - NATURE COMMUNICATIONS

Mueller, Yvonne M.; Schrama, Thijs J.; Ruijten, Rik; Schreurs, Marco W. J.; Grashof, Dwin G. B.; van de Werken, Harmen J. G.; Jona Lasinio, Giovanna; Ãlvarez-Sierra, Daniel; Kiernan, Caoimhe H.; Castro Eiro, Melisa D.; van Meurs, Marjan; Brouwers-Haspels, Inge; Zhao, Manzhi; Li, Ling; de Wit, Harm; Ouzounis, Christos A.; Wilmsen, Merel E. P.; Alofs, Tessa M.; Laport, Danique A.; van Wees, Tamara; Kraker, Geoffrey; Jaimes, Maria C.; Van Bockstael, Sebastiaan; HernÃ¡ndez-GonzÃ¡lez, Manuel; Rokx, Casper; Rijnders, Bart J. A.; Pujol-Borrell, Ricardo; Katsikis, Peter D.

Predicting axial impairment in parkinsonâs disease through a single inertial sensor

2022 - SENSORS

Borzi, L.; Mazzetta, I.; Zampogna, A.; Suppa, A.; Irrera, F.; Olmo, G.

Voice in Parkinson's Disease: A Machine Learning Study

2022 - FRONTIERS IN NEUROLOGY

Suppa, Antonio; Costantini, Giovanni; Asci, Francesco; Di Leo, Pietro; Sami Al-Wardat, Mohammad; Di Lazzaro, Giulia; Scalise, Simona; Pisani, Antonio; Saggio, Giovanni

An Automatic Procedure for Forest Fire Fuel Mapping Using Hyperspectral (PRISMA) Imagery: A Semi-Supervised Classification Approach

2022 - REMOTE SENSING

Shaik, Riyaaz Uddien; Laneve, Giovanni; Fusilli, Lorenzo

An application of contrast trees for mortality models diagnostic and boosting

2022 - Book of short papers. IES 2022 Innovation & society 5.0: statistical and economic methodologies for quality assessment

Levantesi, Susanna; Lizzi, Matteo; Nigri, Andrea

Classification of multiple sclerosis patients based on structural disconnection: A robust feature selection approach

2022 - JOURNAL OF NEUROIMAGING

Schiavi, S.; Azzari, A.; Mensi, A.; Graziano, N.; Daducci, A.; Bicego, M.; Inglese, M.; Petracca, M.

Re-Orienting Smartphone-Collected Car Motion Data Using Least-Squares Estimation and Machine Learning

2022 - SENSORS

Bassetti, Enrico; Luciani, Alessio; Panizzi, Emanuele

ML-based re-orientation of smartphone-collected car motion data

2022 - 12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks / 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare

Bassetti, Enrico; Luciani, Alessio; Panizzi, Emanuele

Deep Learning Methods for Network Biology

2022 - Deep Learning in Biology and Medicine

Madeddu, Lorenzo; Stilo, Giovanni

Adversarial Branch Architecture Search for Unsupervised Domain Adaptation

2022 - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Robbiano, Luca; Rahman, Muhammad Rameez Ur; Galasso, Fabio; Caputo, Barbara; Maria Carlucci, Fabio

Evading behavioral classifiers: a comprehensive analysis on evading ransomware detection techniques

2022 - NEURAL COMPUTING & APPLICATIONS

De Gaspari, Fabio; Hitaj, Dorjan; Pagnotta, Giulio; De Carli, Lorenzo; Mancini, Luigi V.

Identification of long non-coding RNAs and RNA binding proteins in breast cancer subtypes

2022 - SCIENTIFIC REPORTS

Cava, C.; Armaos, A.; Lang, B.; Tartaglia, G. G.; Castiglioni, I.

Modeling the Prognostic Impact of Circulating Tumor Cells Enumeration in Metastatic Breast Cancer for Clinical Trial Design Simulation

2022 - THE ONCOLOGIST

Gerratana, Lorenzo; Pierga, Jean-Yves; Reuben, James M; Davis, Andrew A; Wehbe, Firas H; Dirix, Luc; Fehm, Tanja; NolÃ©, Franco; Gisbert-Criado, Rafael; Mavroudis, Dimitrios; Grisanti, Salvatore; Garcia-Saenz, Jose A; Stebbing, Justin; Caldas, Carlos; Gazzaniga, Paola; Manso, Luis; Zamarchi, Rita; Bonotto, Marta; Fernandez de Lascoiti, Angela; De Mattos-Arruda, Leticia; Ignatiadis, Michail; Sandri, Maria-Teresa; Generali, Daniele; De Angelis, Carmine; Dawson, Sarah-Jane; Janni, Wolfgang; CaraÃ±ana, Vicente; Riethdorf, Sabine; Solomayer, Erich-Franz; Puglisi, Fabio; Giuliano, Mario; Pantel, Klaus; Bidard, FranÃ§ois-ClÃ©ment; Cristofanilli, Massimo

Only words count; the rest is mere chattering. A crossdisciplinary approach to the verbal expression of emotional experience

2022 - JOURNAL OF EXPERIMENTAL PSYCHOLOGY. GENERAL

Machine learning for prediction of in-hospital mortality in coronavirus disease 2019 patients: results from an Italian multicenter study

2022 - JOURNAL OF CARDIOVASCULAR MEDICINE

Vezzoli, M.; Inciardi, R. M.; Oriecuia, C.; Paris, S.; Murillo, N. H.; Agostoni, P.; Ameri, P.; Bellasi, A.; Camporotondo, R.; Canale, C.; Carubelli, V.; Carugo, S.; Catagnano, F.; Danzi, G.; Dalla Vecchia, L.; Giovinazzo, S.; Gnecchi, M.; Guazzi, M.; Iorio, A.; La Rovere, M. T.; Leonardi, S.; Maccagni, G.; Mapelli, M.; Margonato, D.; Merlo, M.; Monzo, L.; Mortara, A.; Nuzzi, V.; Pagnesi, M.; Piepoli, M.; Porto, I.; Pozzi, A.; Provenzale, G.; Sarullo, F.; Senni, M.; Sinagra, G.; Tomasoni, D.; Adamo, M.; Volterrani, M.; Maroldi, R.; Metra, M.; Lombardi, C. M.; Specchia, C.

A narrative review on current imaging applications of artificial intelligence and radiomics in oncology: focus on the three most common cancers

2022 - LA RADIOLOGIA MEDICA

Vicini, Simone; Bortolotto, Chandra; Rengo, Marco; Ballerini, Daniela; Bellini, Davide; Carbone, Iacopo; Preda, Lorenzo; Laghi, Andrea; Coppola, Francesca; Faggioni, Lorenzo

Machine Learning to Assess Relatedness: The Advantage of Using Firm-Level Data

2022 - COMPLEXITY

Albora, Giambattista; Zaccaria, Andrea

Artificial intelligence for thyroid nodule characterization: where are we standing?

2022 - CANCERS

Sorrenti, Salvatore; Dolcetti, Vincenzo; Radzina, Maija; Bellini, Maria Irene; Frezza, Fabrizio; Munir, Khushboo; Grani, Giorgio; Durante, Cosimo; D'Andrea, Vito; David, Emanuele; CalÃ², Pietro Giorgio; Lori, Eleonora; Cantisani, Vito

Generation of surface maps of erosion resistance for wind turbine blades under rain flows

2022 - ENERGIES

Castorrini, Alessio; Venturini, Paolo; Bonfiglioli, Aldo

Only Words Count; the Rest Is Mere Chattering: A Cross-Disciplinary Approach to the Verbal Expression of Emotional Experience

2022 - BEHAVIORAL SCIENCES

Laricchiuta, Daniela; Termine, Andrea; Fabrizio, Carlo; Passarello, Noemi; Greco, Francesca; Piras, Fabrizio; Picerni, Eleonora; Cutuli, Debora; Marini, Andrea; Mandolesi, Laura; Spalletta, Gianfranco; Petrosini, Laura

How far is the risk? Detecting socio-psychological processes from consciousness to denial in social media exchanges.

2022 - Proceedings of 16th International Conference on the Statistical Analysis of Textual Data

Rizzoli, Valentina; Norton, LAURA SOLEDAD; Meneghini, Alessandro; Sarrica, Mauro

Monitoring psychological distance and denial in social media: a machine learning approach to study risk perception related to environmental and health crisis

2022 - 27th IAPS Conference - Global Challenges, Local Impacts

Rizzoli, Valentina; Norton, LAURA SOLEDAD; Neri, Jessica; Sarrica, Mauro

Ensemble deep-learning-based prognostic and prediction for recurrence of sporadic odontogenic keratocysts on hematoxylin and eosin stained pathological images of incisional biopsies

2022 - JOURNAL OF PERSONALIZED MEDICINE

Rao, R. S.; Shivanna, D. B.; Lakshminarayana, S.; Mahadevpur, K. S.; Alhazmi, Y. A.; Bakri, M. M. H.; Alharbi, H. S.; Alzahrani, K. J.; Alsharif, K. F.; Banjer, H. J.; Alnfiai, M. M.; Reda, R.; Patil, S.; Testarelli, L.

On the efficiency of machine learning for fatigue assessment of post-processed additively manufactured AlSi10Mg

2022 - INTERNATIONAL JOURNAL OF FATIGUE

Maleki, E.; Bagherifard, S.; Razavi, S. M. J.; Bandini, M.; du Plessis, A.; Berto, Filippo; Guagliano, M.