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Items where Author is "Citi, Luca"

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Article

Cinel, Caterina and Fernandez Vargas, Jacobo and Tremmel, Christoph and Citi, Luca and Poli, Riccardo (2022) 'Enhancing performance with multisensory cues in a realistic target discrimination task.' PLoS One, 17 (8). e0272320-e0272320. ISSN 1932-6203

Carli, Vladimir and Petros, Nuhamin Gebrewold and Hadlaczky, Gergö and Vitcheva, Tereza and Berchialla, Paola and Bianchi, Silvia and Carletto, Sara and Christinaki, Eirini and Citi, Luca and Dinis, Sérgio and Gentili, Claudio and Geraldes, Vera and Giovinazzo, Lorena and Gonzalez-Martinez, Sergio and Meyer, Björn and Ostacoli, Luca and Ottaviano, Manuel and Ouakinin, Silvia and Papastylianou, Tasos and Paradiso, Rita and Poli, Riccardo and Rocha, Isabel and Settanta, Carmen and Scilingo, Enzo Pasquale and Valenza, Gaetano (2022) 'The NEVERMIND e-health system in the treatment of depressive symptoms among patients with severe somatic conditions: A multicentre, pragmatic randomised controlled trial.' eClinicalMedicine, 48. p. 101423. ISSN 2589-5370

Fairbank, Michael and Samothrakis, Spyridon and Citi, Luca (2022) 'Deep Learning in Target Space.' Journal of Machine Learning Research, 23. pp. 1-46. ISSN 1532-4435

Yagis, Ekin and Workalemahu Atnafu, Selamawet and Garcia Seco De Herrera, Alba and Marzi, Chiara and Giannelli, Marco and Tessa, Carlo and Citi, Luca and Diciotti, Stefano (2021) 'Deep Learning in Neuroimaging: Effect of Data Leakage in Cross-validation Using 2D Convolutional Neural Networks.' Scientific Reports, 11 (1). 22544-. ISSN 2045-2322

Bhattacharyya, Saugat and Valeriani, Davide and Cinel, Caterina and Citi, Luca and Poli, Riccardo (2021) 'Anytime collaborative brain–computer interfaces for enhancing perceptual group decision-making.' Scientific Reports, 11 (1). 17008-. ISSN 2045-2322

Fernandez-Vargas, Jacobo and Tremmel, Christoph and Valeriani, Davide and Bhattacharyya, Saugat and Cinel, Caterina and Citi, Luca and Poli, Riccardo (2021) 'Subject- and task-independent neural correlates and prediction of decision confidence in perceptual decision making.' Journal of Neural Engineering, 18 (4). 046055-046055. ISSN 1741-2552

Fanfani, Viola and Citi, Luca and Harris, Adrian L and Pezzella, Francesco and Stracquadanio, Giovanni (2021) 'The landscape of the heritable cancer genome.' Cancer Research, 81 (10). pp. 2588-2599. ISSN 0008-5472

Christinaki, Eirini and Papastylianou, Tasos and Carletto, Sara and Gonzalez-Martinez, Sergio and Ostacoli, Luca and Ottaviano, Manuel and Poli, Riccardo and Citi, Luca (2020) 'Well-being Forecasting using a Parametric Transfer-Learning method based on the Fisher Divergence and Hamiltonian Monte Carlo.' EAI Endorsed Transactions on Bioengineering and Bioinformatics, 1 (1). p. 166661. ISSN 2709-4111

Carli, Vladimir and Wasserman, Danuta and Hadlaczky, Gergö and Petros, Nuhamin Gebrewold and Carletto, Sara and Citi, Luca and Dinis, Sergio and Gentili, Claudio and Gonzalez-Martinez, Sergio and De Leonibus, Aldo and Meyer, Björn and Ostacoli, Luca and Ottaviano, Manuel and Ouakinin, Silvia and Paradiso, Rita and Poli, Riccardo and Rocha, Isabel and Settanta, Carmen and Waldmeyer, Maria Teresa Arredondo and Valenza, Gaetano and Scilingo, Enzo Pasquale (2020) 'A protocol for a multicentre, parallel-group, pragmatic randomised controlled trial to evaluate the NEVERMIND system in preventing and treating depression in patients with severe somatic conditions.' BMC Psychiatry, 20 (1). 93-. ISSN 1471-244X

Malesevic, Nebojsa and Björkman, Anders and Andersson, Gert S and Matran-Fernandez, Ana and Citi, Luca and Cipriani, Christian and Antfolk, Christian (2020) 'A database of multi-channel intramuscular electromyogram signals during isometric hand muscles contractions.' Scientific Data, 7 (1). 10-. ISSN 2052-4463

Matran-Fernandez, Ana and Rodriguez Martinez, Itzel Jared and Poli, Riccardo and Cipriani, Christian and Citi, Luca (2019) 'SEEDS, simultaneous recordings of high-density EMG and finger joint angles during multiple hand movements.' Scientific Data, 6 (1). 186-. ISSN 2052-4463

Celi, Leo A and Citi, Luca and Ghassemi, Marzyeh and Pollard, Tom J (2019) 'The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data.' PLoS ONE, 14 (1). e0210232-e0210232. ISSN 1932-6203

Valenza, Gaetano and Citi, Luca and Saul, J Philip and Barbieri, Riccardo (2018) 'Measures of sympathetic and parasympathetic autonomic outflow from heartbeat dynamics.' Journal of Applied Physiology, 125 (1). pp. 19-39. ISSN 8750-7587

Valenza, Gaetano and Citi, Luca and Garcia, Ronald G and Taylor, Jessica Noggle and Toschi, Nicola and Barbieri, Riccardo (2017) 'Complexity Variability Assessment of Nonlinear Time-Varying Cardiovascular Control.' Scientific Reports, 7 (1). 42779-. ISSN 2045-2322

Greco, Alberto and Valenza, Gaetano and Citi, Luca and Scilingo, Enzo Pasquale (2017) 'Arousal and Valence Recognition of Affective Sounds Based on Electrodermal Activity.' IEEE Sensors Journal, 17 (3). pp. 716-725. ISSN 1530-437X

Ciulli, Stefano and Citi, Luca and Salvadori, Emilia and Valenti, Raffaella and Poggesi, Anna and Inzitari, Domenico and Mascalchi, Mario and Toschi, Nicola and Pantoni, Leonardo and Diciotti, Stefano (2016) 'Prediction of Impaired Performance in Trail Making Test in MCI Patients With Small Vessel Disease Using DTI Data.' IEEE Journal of Biomedical and Health Informatics, 20 (4). pp. 1026-1033. ISSN 2168-2208

Valenza, Gaetano and Orsolini, Stefano and Diciotti, Stefano and Citi, Luca and Scilingo, Enzo Pasquale and Guerrisi, Maria and Danti, Sabrina and Lucetti, Claudio and Tessa, Carlo and Barbieri, Riccardo and Toschi, Nicola (2016) 'Assessment of spontaneous cardiovascular oscillations in Parkinson's disease.' Biomedical Signal Processing and Control, 26. pp. 80-89. ISSN 1746-8094

Greco, Alberto and Valenza, Gaetano and Lanata, Antonio and Scilingo, Enzo Pasquale and Citi, Luca (2016) 'cvxEDA: a Convex Optimization Approach to Electrodermal Activity Processing.' IEEE Transactions on Biomedical Engineering, 63 (4). pp. 797-804. ISSN 0018-9294

Sclocco, Roberta and Citi, Luca and Garcia, Ronald G and Cerutti, Sergio and Bianchi, Anna M and Kuo, Braden and Napadow, Vitaly and Barbieri, Riccardo (2015) 'Combining sudomotor nerve impulse estimation with fMRI to investigate the central sympathetic response to nausea.' 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015-N. pp. 4683-4686. ISSN 1557-170X

Valenza, Gaetano and Faes, Luca and Citi, Luca and Orini, Michele and Barbieri, Riccardo (2015) 'Instantaneous transfer entropy for the study of cardio-respiratory dynamics.' 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015-N. pp. 7885-7888. ISSN 1557-170X

Valenza, Gaetano and Citi, Luca and Gentili, Claudio and Lanata, Antonio and Scilingo, Enzo Pasquale and Barbieri, Riccardo (2015) 'Characterization of depressive States in bipolar patients using wearable textile technology and instantaneous heart rate variability assessment.' IEEE Journal of Biomedical and Health Informatics, 19 (1). pp. 263-274. ISSN 2168-2208

Valenza, Gaetano and Citi, Luca and Barbieri, Riccardo (2014) 'Assessment of gait nonlinear dynamics by inhomogeneous point-process models.' 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014. pp. 6973-6976. ISSN 1557-170X

Greco, Alberto and Lanata, Antonio and Valenza, Gaetano and Scilingo, Enzo Pasquale and Citi, Luca (2014) 'Electrodermal activity processing: A convex optimization approach.' 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014. pp. 2290-2293. ISSN 1557-170X

Valenza, Gaetano and Citi, Luca and Scilingo, Enzo Pasquale and Barbieri, Riccardo (2014) 'Tracking instantaneous entropy in heartbeat dynamics through inhomogeneous point-process nonlinear models.' 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014. pp. 6369-6372. ISSN 1557-170X

Valenza, Gaetano and Citi, Luca and Lanatá, Antonio and Scilingo, Enzo Pasquale and Barbieri, Riccardo (2014) 'Revealing Real-Time Emotional Responses: a Personalized Assessment based on Heartbeat Dynamics.' Scientific Reports, 4 (1). 4998-. ISSN 2045-2322

Raspopovic, Stanisa and Capogrosso, Marco and Petrini, Francesco Maria and Bonizzato, Marco and Rigosa, Jacopo and Di Pino, Giovanni and Carpaneto, Jacopo and Controzzi, Marco and Boretius, Tim and Fernandez, Eduardo and Granata, Giuseppe and Oddo, Calogero Maria and Citi, Luca and Ciancio, Anna Lisa and Cipriani, Christian and Carrozza, Maria Chiara and Jensen, Winnie and Guglielmelli, Eugenio and Stieglitz, Thomas and Rossini, Paolo Maria and Micera, Silvestro (2014) 'Restoring natural sensory feedback in real-time bidirectional hand prostheses.' Science Translational Medicine, 6 (222). 222ra19-. ISSN 1946-6234

Valenza, Gaetano and Citi, Luca and Barbieri, Riccardo (2013) 'Instantaneous nonlinear assessment of complex cardiovascular dynamics by laguerre-volterra point process models.' 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013. pp. 6131-6134. ISSN 1557-170X

Valenza, Gaetano and Citi, Luca and Lanata, Antonio and Scilingo, Enzo Pasquale and Barbieri, Riccardo (2013) 'A nonlinear heartbeat dynamics model approach for personalized emotion recognition.' 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013. pp. 2579-2582. ISSN 1557-170X

Valenza, Gaetano and Citi, Luca and Scilingo, Enzo Pasquale and Barbieri, Riccardo (2013) 'Point-Process Nonlinear Models With Laguerre and Volterra Expansions: Instantaneous Assessment of Heartbeat Dynamics.' IEEE Transactions on Signal Processing, 61 (11). pp. 2914-2926. ISSN 1053-587X

Balocco, Carla and Gori, Virginia and Marmonti, Enrico and Citi, Luca (2012) 'Building–plant system energy sustainability. An approach for transient thermal performance analysis.' Energy and Buildings, 49. pp. 443-453. ISSN 0378-7788

Salvaris, Mathew and Cinel, Caterina and Citi, Luca and Poli, Riccardo (2012) 'Novel Protocols for P300-Based Brain–Computer Interfaces.' IEEE Transactions on Neural Systems and Rehabilitation Engineering, 20 (1). pp. 8-17. ISSN 1534-4320

Salvaris, Mathew and Cinel, Caterina and Poli, Riccardo and Citi, Luca and Sepulveda, Francisco (2010) 'Exploring multiple protocols for a brain-computer interface mouse.' 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology, 2010. pp. 4189-4192. ISSN 1557-170X

Rossini, Paolo M and Micera, Silvestro and Benvenuto, Antonella and Carpaneto, Jacopo and Cavallo, Giuseppe and Citi, Luca and Cipriani, Christian and Denaro, Luca and Denaro, Vincenzo and Di Pino, Giovanni and Ferreri, Florinda and Guglielmelli, Eugenio and Hoffmann, Klaus-Peter and Raspopovic, Stanisa and Rigosa, Jacopo and Rossini, Luca and Tombini, Mario and Dario, Paolo (2010) 'Double nerve intraneural interface implant on a human amputee for robotic hand control.' Clinical Neurophysiology, 121 (5). pp. 777-783. ISSN 1388-2457

Poli, Riccardo and Cinel, Caterina and Citi, Luca and Sepulveda, Francisco (2010) 'Reaction-time binning: A simple method for increasing the resolving power of ERP averages.' Psychophysiology, 47 (3). pp. 467-485. ISSN 0048-5772

Citi, Luca and Poli, Riccardo and Cinel, Caterina (2010) 'Documenting, modelling and exploiting P300 amplitude changes due to variable target delays in Donchin's speller.' Journal of Neural Engineering, 7 (5). 056006. ISSN 1741-2560

Poli, Riccardo and Citi, Luca and Salvaris, Mathew and Cinel, Caterina and Sepulveda, Francisco (2010) 'Eigenbrains: the free vibrational modes of the brain as a new representation for EEG.' Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE, 2010. pp. 6011-6014. ISSN 1557-170X

Menon, Carlo and de Negueruela, Cristina and Millán, José del R and Tonet, Oliver and Carpi, Federico and Broschart, Michael and Ferrez, Pierre and Buttfield, Anna and Tecchio, Franca and Sepulveda, Francisco and Citi, Luca and Laschi, Cecilia and Tombini, Mario and Dario, Paolo and Maria Rossini, Paolo and De Rossi, Danilo (2009) 'Prospects of brain–machine interfaces for space system control.' Acta Astronautica, 64 (4). pp. 448-456. ISSN 0094-5765

Citi, Luca and Tonet, Oliver and Marinelli, Martina (2009) 'Chapter 15 Matching Brain–Machine Interface Performance to Space Applications.' International Review of Neurobiology, 86. pp. 199-212. ISSN 0074-7742

Micera, Silvestro and Navarro, Xavier and Carpaneto, Jacopo and Citi, Luca and Tonet, Oliver and Rossini, Paolo Maria and Carrozza, Maria Chiara and Hoffmann, Klaus Peter and Vivo, Meritxell and Yoshida, Ken and Dario, Paolo (2008) 'On the Use of Longitudinal Intrafascicular Peripheral Interfaces for the Control of Cybernetic Hand Prostheses in Amputees.' IEEE Transactions on Neural Systems and Rehabilitation Engineering, 16 (5). pp. 453-472. ISSN 1534-4320

DiGiovanna, Jack and Citi, Luca and Yoshida, Ken and Carpaneto, Jacopo and Principe, Jose C and Sanchez, Justin C and Micera, Silvestro (2008) 'Inferring the stability of LIFE through Brain Machine Interfaces.' 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008. pp. 2008-2011. ISSN 1557-170X

Citi, Luca and Poli, Riccardo and Cinel, Caterina and Sepulveda, Francisco (2008) 'P300-Based BCI Mouse With Genetically-Optimized Analogue Control.' IEEE Transactions on Neural Systems and Rehabilitation Engineering, 16 (1). pp. 51-61. ISSN 1534-4320

Tonet, Oliver and Marinelli, Martina and Citi, Luca and Rossini, Paolo Maria and Rossini, Luca and Megali, Giuseppe and Dario, Paolo (2008) 'Defining brain–machine interface applications by matching interface performance with device requirements.' Journal of Neuroscience Methods, 167 (1). pp. 91-104. ISSN 0165-0270

Medellin-Gasque, Rolando and Nordmark, Henrik and Mullen, Anthony and Citi, Luca and Perperoglou, Aris and Lausen, KB 'Modeling retail browsing sessions and wearables data.' Archives of Data Science. ISSN 2363-9881 (Submitted)

Monograph

Fairbank, Michael and Samothrakis, Spyridon and Citi, Luca (2020) Deep Learning in Target Space. Working Paper. arXiv. (Unpublished)

Conference or Workshop Item

Yagis, Ekin and Garcia Seco De Herrera, Alba and Citi, Luca (2021) Convolutional Autoencoder based Deep Learning Approach for Alzheimer's Disease Diagnosis using Brain MRI. In: 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), 2021-06-07 - 2021-06-09.

Garcia Vellisca, Mariano and Matran-Fernandez, Ana and Poli, Riccardo and Citi, Luca (2021) Hand-movement Prediction from EMG with LSTM-Recurrent Neural Networks. In: Global Medical Engineering Physics Exchanges/Pan American Health Care Exchanges (GMEPE/PAHCE), 2021-03-15 - 2021-03-20.

Ferdowsi, Saideh and Ognibene, Dimitri and Foulsham, Tom and Abolghasemi, Vahid and Li, Wen and Citi, Luca (2020) Human Chemosignals Modulate Interactions Between Social and Emotional Brain Areas. In: 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE), 2020-10-26 - 2020-10-28, Cincinnati, OH, USA.

Fernandez-Vargas, Jacobo and Valeriani, Davide and Cinel, Caterina and Sadras, Nitin and Ahmadipour, Parima and Shanechi, Maryam M and Citi, Luca and Poli, Riccardo (2020) Confidence Prediction from EEG Recordings in a Multisensory Environment. In: ICBET 2020: 2020 10th International Conference on Biomedical Engineering and Technology, 2020-09 - ?, Tokyo.

Yagis, Ekin and Citi, Luca and Diciotti, Stefano and Merzi, Chiara and Workalemahu Atnafu, Selamawet and Garcia Seco De Herrera, Alba (2020) 3D Convolutional Neural Networks for Diagnosis of Alzheimer’s Disease via structural MRI. In: IEEE 33rd International Symposium on Computer Based Medical Systems (CBMS), 2020-07-28 - 2020-07-30, Mayo Clinic, Rochester, MN.

Yagis, Ekin and Garcia Seco De Herrera, Alba and Citi, Luca (2019) Generalization Performance of the Deep Learning Models in Neurodegenerative Disease Classification. In: 10th International Workshop on Biomedical and Health Informatics (BHI), 2019-11-18 - 2019-11-20, San Diego, CA, USA.

Valenza, Gaetano and Citi, Luca and Saul, Philip and Barbieri, Riccardo (2019) ECG-Derived Sympathetic and Parasympathetic Nervous System Dynamics: A Congestive Heart Failure Study. In: 2018 Computing in Cardiology Conference, 2018-09-23 - 2018-09-26, Maastricht, Netherlands.

Bhattacharyya, Saugat and Valeriani, Davide and Cinel, Caterina and Citi, Luca and Poli, Riccardo (2019) Target Detection in Video Feeds with Selected Dyads and Groups Assisted by Collaborative Brain-Computer Interfaces. In: 9th International IEEE EMBS Conference on Neural Engineering, 2019-03-20 - 2019-05-23, San Francisco, USA.

Christinaki, Eirini and Poli, Riccardo and Citi, Luca (2018) Bayesian Transfer Learning for the Prediction of Self-reported Well-being Scores. In: 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018-07-18 - 2018-07-21, Honolulu, HI, USA.

Citi, Luca (2015) Elastic-net constrained multiple kernel learning using a majorization-minimization approach. In: 2015 7th Computer Science and Electronic Engineering (CEEC), 2015-09-24 - 2015-09-25.

Citi, Luca and Olariu, Claudia and Barbieri, Riccardo (2015) A LightWAVE client for semi-automated annotation of Heart Beats from ECG Time Series. In: 2015 Computing in Cardiology Conference (CinC), 2015-09-06 - 2015-09-09.

Barbieri, Riccardo and Valenza, Gaetano and Citi, Luca and Placidi, Fabio and Izzi, Francesca and Albanese, Maria and Marciani, Maria Grazia and Guerrisi, Maria and Romigi, Andrea and Toschi, Nicola (2015) Lower instantaneous entropy of heartbeat dynamics during seizures in untreated temporal lobe epilepsy. In: 2015 Computing in Cardiology Conference (CinC), 2015-09-06 - 2015-09-09.

Valenza, Gaetano and Orini, Michele and Citi, Luca and Minchole, Ana and Pueyo, Ester and Laguna, Pablo and Barbieri, Riccardo (2014) Assessing instantaneous QT variability dynamics within a point-process nonlinear framework. In: 2014 8th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), 2014-05-25 - 2014-05-28.

Valenza, Gaetano and Citi, Luca and Scilingo, Enzo Pasquale and Barbieri, Riccardo (2014) Defining an instantaneous complexity measure for heartbeat dynamics: The inhomogeneous point-process entropy. In: 2014 8th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), 2014-05-25 - 2014-05-28.

Pani, Danilo and Usai, Francesco and Citi, Luca and Raffo, Luigi (2011) Real-time processing of tfLIFE neural signals on embedded DSP platforms: A case study. In: 5th International IEEE/EMBS Conference on Neural Engineering (NER 2011), 2011-04-27 - 2011-05-01.

Poli, Riccardo and Cinel, Caterina and Citi, Luca and Salvaris, Mathew (2011) A genetic programming approach to detecting artifact-generating eye movements from EEG in the absence of electro-oculogram. In: 5th International IEEE/EMBS Conference on Neural Engineering (NER 2011), 2011-04-27 - 2011-05-01.

Citi, Luca and Poli, Riccardo and Cinel, Caterina (2010) High-Significance Averages of Event-Related Potential Via Genetic Programming. In: UNSPECIFIED, ? - ?.

Citi, Luca and Poli, Riccardo and Cinel, Caterina (2009) Exploiting P300 amplitude variations can improve classification accuracy in Donchin's BCI speller. In: 2009 4th International IEEE/EMBS Conference on Neural Engineering (NER), 2009-04-29 - 2009-05-02.

Poli, Riccardo and McPhee, Nicholas F and Citi, Luca and Crane, Ellery (2009) Memory with Memory in Tree-Based Genetic Programming. In: UNSPECIFIED, ? - ?.

Yoshida, Ken and Kurstjens, Mathijs and Citi, Luca and Koch, Klaus Peter and Micera, Silvestro (2007) Recording experience with the thin-film Longitudinal Intra-Fascicular Electrode, a multichannel peripheral nerve interface. In: 2007 IEEE 10th International Conference on Rehabilitation Robotics, 2007-06-13 - 2007-06-15.

This list was generated on Mon Aug 15 19:35:46 2022 BST.