Pubblicazioni

Vocal Test Analysis for the Assessment of Adductor-type Spasmodic Dysphonia

2021 - IEEE

Fayad, R.; Hajj-Hassan, M.; Constantini, G.; Zarazadeh, Z.; Errico, V.; Saggio, G.; Suppa, A.; Asci, F.

Machine learning-enabled prediction of wind turbine energy yield losses due to general blade leading edge erosion

2021 - ENERGY CONVERSION AND MANAGEMENT

AI applications in functional genomics

2021 - COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL

Caudai, Claudia; Galizia, Antonella; Geraci, Filippo; Le Pera, Loredana; Morea, Veronica; Salerno, Emanuele; Via, Allegra; Colombo, Teresa

Transfer learning in magnetic resonance brain imaging: A systematic review

2021 - JOURNAL OF IMAGING

Valverde, J. M.; Imani, V.; Abdollahzadeh, A.; De Feo, R.; Prakash, M.; Ciszek, R.; Tohka, J.

Training Gaussian boson sampling by quantum machine learning

2021 - QUANTUM MACHINE INTELLIGENCE

Conti, Claudio

Towards a Novel Tiered Approach to Assess the Resilience Level in the Safety Domain

2021 - Proceedings of the 31st European Safety and Reliability Conference, ESREL 2021

Stefana, Elena; Strazzari, Carolina; Marciano, Filippo; Carnevale, Claudio

Machine learning based prediction of squamous cell carcinoma in ex vivo confocal laser scanning microscopy

2021 - CANCERS

Ruini, C.; Schlingmann, S.; Jonke, Z.; Avci, P.; Padron-Laso, V.; Neumeier, F.; Koveshazi, I.; Ikeliani, I. U.; Patzer, K.; Kunrad, E.; Kendziora, B.; Sattler, E.; French, L. E.; Hartmann, D.

Classification-Based Screening of Parkinsonâs Disease Patients through Graph and Handwriting Signals

2021 - ENGINEERING PROCEEDINGS

Fratello, Maria; Cordella, Fulvio; Albani, Giovanni; Veneziano, Giuseppe; Marano, Giuseppe; Paffi, Alessandra; Pallotti, Antonio

Machine Learning Predicts the Timing and Shear Stress Evolution of Lab Earthquakes Using Active Seismic Monitoring of Fault Zone Processes

2021 - JOURNAL OF GEOPHYSICAL RESEARCH. SOLID EARTH

Shreedharan, S.; Bolton, D. C.; Riviere, J.; Marone, C. J.

CT radiomics-based machine learning classification of atypical cartilaginous tumours and appendicular chondrosarcomas

2021 - EBIOMEDICINE

Gitto, Salvatore; Cuocolo, Renato; Annovazzi, Alessio; Anelli, Vincenzo; Acquasanta, Marzia; Cincotta, Antonino; Albano, Domenico; Chianca, Vito; Ferraresi, Virginia; Messina, Carmelo; Zoccali, Carmine; Armiraglio, Elisabetta; Parafioriti, Antonina; Sciuto, Rosa; Luzzati, Alessandro; Biagini, Roberto; Imbriaco, Massimo; Sconfienza, Luca Maria

Machine learning risk prediction of mortality for patients undergoing surgery with perioperative SARS-CoV-2: the COVIDSurg mortality score

2021 - BRITISH JOURNAL OF SURGERY

Bravo, L.; Nepogodiev, D.; Glasbey, J. C.; Li, E.; Simoes, J. F. F.; Kamarajah, S. K.; Picciochi, M.; Abbott, T. E. F.; Ademuyiwa, A. O.; Arnaud, A. P.; Agarwal, A.; Brar, A.; Elhadi, M.; Mazingi, D.; Cardoso, V. R.; Lawday, S.; Sayyed, R.; Omar, O. M.; de la Madina, A. R.; Slater, L.; Venn, M. L.; Gkoutos, G.; Bhangu, A.; Karwath, A.; Siaw-Acheampong, K.; Argus, L.; Chaudhry, D.; Dawson, B. E.; Gujjuri, R. R.; Jones, C. S.; Khatri, C.; Keatley, J. M.; Mann, H.; Marson, E. J.; Mclean, K. A.; Taylor, E. H.; Tiwari, A.; Trout, I. M.; Wilkin, R. J. W.; Dajti, I.; Gjata, A.; Boccalatte, L.; Modolo, M. M.; Cox, D.; Pockney, P.; Townend, P.; Aigner, F.; Kronberger, I.; Hossain, K.; Vanramshorst, G.; Lawani, I.; Ataide, G.; Baiocchi, G.; Buarque, I.; Gohar, M.; Slavchev, M.; Martin, J.; Olivos, M.; Calvache, J.; Rivera, C. J. P.; Hadzibegovic, A. D.; Kopjar, T.; Mihanovic, J.; Klat, J.; Novysedlak, R.; Christensen, P.; El-Hussuna, A.; Batista, S.; Lincango, E.; Emile, S. H.; Mengesha, M. G.; Hailu, S.; Tamiru, H.; Kauppila, J.; Laukkarinen, J.; Albertsmeiers, M.; Lederhuber, H.; Tabiri, S.; Metallidis, S.; Tsoulfas, G.; Lorena, M. A.; Grecinos, G.; Mersich, T.; Wettstein, D.; Ghosh, D.; Kembuan, G.; Brouk, P.; Khosravi, M.; Mozafari, M.; Adil, A.; Mohan, H. M.; Zmora, O.; Fiore, M.; Gallo, G.; Pata, F.; Pellino, G.; Satoi, S.; Ayasra, F.; Chaar, M.; Fakhradiyev, I. R.; Jamal, M.; Gulla, A.; Roslani, A.; Martinez, L.; De La Medina, A. R.; Outani, O.; Jonker, P.; Kruijff, S.; Noltes, M.; Steinkamp, P.; van der Plas, W.; Osinaike, B.; Seyiolajide, J.; Williams, E.; Pejkova, S.; Augestad, K. M.; Soreide, K.; Al Balushi, Z.; Qureshi, A.; Daraghmeh, M. A. M.; Abukhalaf, S.; Cukier, M.; Gomez, H.; Shu, S.; Vasquez, X.; Parreno-Sacdalan, M. D.; Major, P.; Azevedo, J.; Cunha, M.; Santos, I.; Zarour, A.; Bonci, E. -A.; Negoi, I.; Efetov, S.; Litvin, A.; Ntirenganya, F.; Al Ameer, E.; Radenkovic, D.; Xiang, F. K. H.; Hoe, C. M.; Yong, J. N. C.; Moore, R.; Nhlabathi, N.; Colino, R. B.; Bravo, A. M.; Minaya-Bravo, A.; Jayarajah, U.; Wickramasinghe, D.; Elmujtaba, M.; Jebril, W.; Rutegard, M.; Sund, M.; Isik, A.; Leventoglu, S.; Benson, R.; Caruna, E.; Chakrabortee, S.; Demetriades, A.; Desai, A.; Drake, T. D.; Edwards, J. G.; Evans, J. P.; Ford, S.; Fotopoulou, C.; Griffiths, E.; Hutchinson, P.; Jenkinson, M. D.; Khan, T.; Knight, S.; Kolias, A.; Leung, E.; Mckay, S.; Norman, L.; Ots, R.; Raghavan, V.; Roberts, K.; Schache, A.; Shaw, R.; Shaw, K.; Smart, N.; Stewart, G.; Sundar, S.; Vimalchandran, D.; Wright, N.; Alshryda, S.; Alser, O.; Breen, K.; Ganly, I.; Kaafarani, H.; Kendall, B.; Mashbari, H.; Al Naggar, H.; Valenzuela, J. I.; Boccalatte, L. A.; Gemelli, N. A.; Smith, D. E.; Dudi-Venkata, N. N.; Kroon, H. M.; Sammour, T.; Roberts, M.; Mitchell, D.; Lah, K.; Pearce, A.; Morton, A.; Dawson, A. C.; Drane, A.; Sharpin, C.; Nataraja, R. M.; Pacilli, M.; Cox, D. R. A.; Muralidharan, V.; Riddiough, G. E.; Clarke, E. M.; Jamel, W.; Qin, K. R.; Cope, D.; Egoroff, N.; Lott, N.; Putnis, S.; De Robles, S.; Ang, Z.; Mitteregger, M.; Uranitsch, S.; Stiegler, M.; Seitinger, G.; Lumenta, D. B.; Nischwitz, S. P.; Richtig, E.; Pau, M.; Srekl-Filzmaier, P.; Eibinger, N.; Michelitsch, B.; Fediuk, M.; Papinutti, A.; Seidel, G.; Kahn, J.; Cohnert, T. U.; Messner, F.; Ofner, D.; Presl, J.; Varga, M.; Weitzendorfer, M.; Emmanuel, K.; Binder, A. D.; Zimmermann, M.; Holawe, S.; Nkenke, E.; Grimm, C.; Kranawetter, M.; Rahman Mitul, A.; Islam, N.; Karim, S.; Komen, N.; Ang, E.; De Praetere, H.; Tollens, T.; Schols, G.; Smets, C.; Haenen, L.; Quintens, J.; Van Belle, K.; Van Ramshorst, G. H.; Pattyn, P.; Desender, L.; Martens, T.; Van de Putte, D.; Lerut, P.; Grimonprez, A.; Janssen, M.; De Smul, G.; Wallaert, P.; Van den Eynde, J.; Oosterlinck, W.; Van den Eynde, R.; Sermon, A.; Boeckxstaens, A.; Cordonnier, A.; De Coster, J.; Jaekers, J.; Politis, C.; Miserez, M.; Duchateau, N.; De Gheldere, C.; Flamey, N.; Christiano, A.; Guidi, B.; Minussi, A. L.; Castro, S.; Okob

A universal malicious documents static detection framework based on feature generalization

2021 - APPLIED SCIENCES

Lu, X.; Wang, F.; Jiang, C.; Lio, P.

Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks

2021 - Proceedings of Machine Learning Research

Bodnar, C.; Frasca, F.; Wang, Y. G.; Otter, N.; Montufar, G.; Lio, P.; Bronstein, M. M.

How Framelets Enhance Graph Neural Networks

2021 - Proceedings of Machine Learning Research

Zheng, X.; Zhou, B.; Gao, J.; Wang, Y. G.; Lio, P.; Li, M.; Montufar, G.

Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

2021 - NATURE MACHINE INTELLIGENCE

Roberts, M.; Driggs, D.; Thorpe, M.; Gilbey, J.; Yeung, M.; Ursprung, S.; Aviles-Rivero, A. I.; Etmann, C.; Mccague, C.; Beer, L.; Weir-McCall, J. R.; Teng, Z.; Gkrania-Klotsas, E.; Ruggiero, A.; Korhonen, A.; Jefferson, E.; Ako, E.; Langs, G.; Gozaliasl, G.; Yang, G.; Prosch, H.; Preller, J.; Stanczuk, J.; Tang, J.; Hofmanninger, J.; Babar, J.; Sanchez, L. E.; Thillai, M.; Gonzalez, P. M.; Teare, P.; Zhu, X.; Patel, M.; Cafolla, C.; Azadbakht, H.; Jacob, J.; Lowe, J.; Zhang, K.; Bradley, K.; Wassin, M.; Holzer, M.; Ji, K.; Ortet, M. D.; Ai, T.; Walton, N.; Lio, P.; Stranks, S.; Shadbahr, T.; Lin, W.; Zha, Y.; Niu, Z.; Rudd, J. H. F.; Sala, E.; Schonlieb, C. -B.

Ibitterâfuse: A novel sequenceâbased bitter peptide predictor by fusing multiâview features

2021 - INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Charoenkwan, P.; Nantasenamat, C.; Hasan, M. M.; Moni, M. A.; Lio, P.; Shoombuatong, W.

Deep Learning for ProteinâProtein Interaction Site Prediction

2021 - Methods in Molecular Biology

Jamasb, A. R.; Day, B.; Cangea, C.; Lio, P.; Blundell, T. L.