1 Di Natale C., Macagnano A., Martinelli E., Paolesse R., Proietti E., D’Amico A., The evaluation of quality of post-harvest oranges and apples by means of an electronic nose, 2001, “Sensors and Actuators, B: Chemical”, 78, 26-31.
2 “Natale, C.D., Olafsdottir, G., Einarsson, S., Martinelli, E., Paolesse, R., D’Amico, A.”, Comparison and integration of different electronic noses for freshness evaluation of cod-fish fillets, 2001,”Sensors and Actuators, B: Chemical”,77, 572-578.
3 “Di Natale, C., Macagnano, A., Martinelli, E., Proietti, E., Paolesse, R., Castellari, L., Campani, S., D’Amico, A.”, Electronic nose-based investigation of the sensorial properties of peaches and nectarines, 2001, “Sensors and Actuators, B: Chemical”, 77, 561-566.
4 “Paolesse, R., Monti, D., La Monica, L., Venanzi, M., Froiio, A., Nardis, S., Di Natale, C., Martinelli, E., D’Amico, A.”, Preparation and self-assembly of chiral porphyrin diads on the gold electrodes of quartz crystal microbalances: A novel potential approach to the development of enantioselective chemical sensors, 2002, Chemistry – A European Journal, 8, 11, 2476-2483.
5 “Di Natale, C., Martinelli, E., D’Amico, A.” Counteraction of environmental disturbances of electronic nose data by independent component analysis, 2002, “Sensors and Actuators, B: Chemical”, 82, 158-165
6 “Di Natale, C., Pennazza, G., Macagnano, A., Martinelli, E., Paolesse, R., D’Amico, A.”, Thickness shear mode resonator sensors for the detection of androstenone in pork fat, 2003, “Sensors and Actuators, B: Chemical”, 91,169-174
7 “Di Natale, C., Macagnano, A., Martinelli, E., Paolesse, R., D’Arcangelo, G., Roscioni, C., Finazzi-Agrò, A., D’Amico, A.”, Lung cancer identification by the analysis of breath by means of an array of non-selective gas sensors, 2003, Biosensors and Bioelectronics, 18,10, 1209-1218
8 “Martinelli, E., Pennazza, G., Di Natale, C., D’Amico, A.”, Chemical sensors clustering with the dynamic moments approach, 2004, “Sensors and Actuators, B: Chemical”, 101,3, 346-352.
9 “Di Natale, C., Paolesse, R., Macagnano, A., Nardis, S., Martinelli, E., Dalcanale, E., Costa, M., D’Amico, A.” , Sensitivity-selectivity balance in mass sensors: The case of metalloporphyrins, 2004, Journal of Materials Chemistry, 14, 8, 1281-1287
10 “Willers, H., de Gijsel, P., Ogink, N., D’Amico, A., Martinelli, E., Di Natale, C., van Ras, N., van der Waarde, J.”, Monitoring of biological odour filtration in closed environments with olfactometry and an electronic nose,2004, Water Science and Technology, 50, 4, 93-100
11 “Ciosek, P., Brzózka, Z., Wróblewski, W., Martinelli, E., Di Natale, C., D’Amico, A.”, Direct and two-stage data analysis procedures based on PCA, PLS-DA and ANN for ISE-based electronic tongue – Effect of supervised feature extraction, 2005, Talanta,67,3, 590-596.
12 “Di Natale, C., Paolesse, R., D’Arcangelo, G., Comandini, P., Pennazza, G., Martinelli, E., Rullo, S., Roscioni, M.C., Roscioni, C., Finazzi-Agrò, A., D’Amico, A.”, Identification of schizophrenic patients by examination of body odor using gas chromatography-mass spectrometry and a cross-selective gas sensor array, 2005, Medical Science Monitor, 11, 8, 366-375.
13 “Di Natale, C., Martinelli, E., Pennazza, G., Orsini, A., Santonico, M.”, Data analysis for chemical sensor arrays, 2006, NATO Security through Science Series A: Chemistry and Biology,147-169.
14 “Paolesse, R., Alimelli, A., Martinelli, E., Natale, C.D., D’Amico, A., D’Egidio, M.G., Aureli, G., Ricelli, A., Fanelli, C.”, Detection of fungal contamination of cereal grain samples by an electronic nose, 2006, Sensors and Actuators, B: Chemical, 119, 2, 425-430.
15 “Martinelli, E., D’Amico, A., Di Natale, C.”, Spike encoding of artificial olfactory sensor signals, 2006, Sensors and Actuators, B: Chemical, 119, 1, 234-238
16 “Lvova, L., Martinelli, E., Mazzone, E., Pede, A., Paolesse, R., Di Natale, C., D’Amico, A.”, Electronic tongue based on an array of metallic potentiometric sensors, 2006, Talanta, 70, 4, 833-839.
17 “Fortezza, R., Pontetti, G., Martinelli, E., Lo Castro, F., Di Natale, C., D’Amico, A.”, Soyuz missions and taxi flights. New opportunities for technology development. An example: The ENEIDE mission, 2006, Acta Astronautica, 59, 351-357.
18 “Martinelli, E., Zampetti, E., Pantalei, S., Lo Castro, F., Santonico, M., Pennazza, G., Paolesse, R., Di Natale, C., D’Amico, A., Giannini, F., Mascetti, G., Cotronei, V.”, Design and test of an electronic nose for monitoring the air quality in the International Space Station, 2007, Microgravity Science and Technology, 19, 60-64.
19 “Vergara, A., Martinelli, E., Llobet, E., Giannini, F., D’Amico, A., Di Natale, C.”, An alternative global feature extraction of temperature modulated micro-hotplate gas sensors array using an energy vector approach, 2007, Sensors and Actuators, B: Chemical, 124, 2, 352-359.
20 “Vergara, A., Llobet, E., Martinelli, E., Di Natale, C., D’Amico, A., Correig, X.”, Feature extraction of metal oxide gas sensors using dynamic moments, 2007, Sensors and Actuators, B: Chemical, 122, 1, 219-226
21 “Falconi, C., Martinelli, E., Di Natale, C., D’Amico, A., Maloberti, F., Malcovati, P., Baschirotto, A., Stornelli, V., Ferri, G.”, Electronic interfaces, 2007, Sensors and Actuators, B: Chemical, 121, 1, 295-329
22 “Di Natale, C., Martinelli, E., Paolesse, R., D’Amico, A., Filippini, D., Lundström, I.”, An experimental biomimetic platform for artificial olfaction, 2008, PLoS ONE, 3, 9, e313.
23 “Santonico, M., Pittia, P., Pennazza, G., Martinelli, E., Bernabei, M., Paolesse, R., D’Amico, A., Compagnone, D., Di Natale, C.”, Study of the aroma of artificially flavoured custards by chemical sensor array fingerprinting, 2008, Sensors and Actuators, B: Chemical, 133, 1, 345-351.
24 “D’Amico, A., Bono, R., Pennazza, G., Santonico, M., Mantini, G., Bernabei, M., Zarlenga, M., Roscioni, C., Martinelli, E., Paolesse, R., Di Natale, C.”, Identification of melanoma with a gas sensor array, 2008, Skin Research and Technology, 14, 2, 226-236.
25 “Martinelli, E., Stabile, M., Catini, A., Paolesse, R., D’Amico, A., Di Natale, C.”, An array of capacitive sensors based on a commercial fingerprint detectors, 2008, Sensors and Actuators, B: Chemical, 130, 1, 264-268.
26 “Baschirotto, A., Capone, S., D’Amico, A., Di Natale, C., Ferragina, V., Ferri, G., Francioso, L., Grassi, M., Guerrini, N., Malcovati, P., Martinelli, E., Siciliano, P.” , A portable integrated wide-range gas sensing system with smart A/D front-end, 2008, Sensors and Actuators, B: Chemical, 130, 1, 164-174.
27 “D’Amico, A., Di Natale, C., Paolesse, R., Macagnano, A., Martinelli, E., Pennazza, G., Santonico, M., Bernabei, M., Roscioni, C., Galluccio, G., Bono, R., Agrò, E.F., Rullo, S.”, Olfactory systems for medical applications, 2008, Sensors and Actuators, B: Chemical,130, 1, 458-465.
28 “Di Natale, C., Martinelli, E., Paolesse, R., D’Amico, A., Filippini, D., Lundström, I.”,An artificial olfaction system based on the optical imaging of a large array of chemical reporters, 2009, Sensors and Actuators, B: Chemical, 142, 2, 412-417.
29 “D’Amico, A., Di Natale, C., Martinelli, E., Tibuzzi, A., Margesin, B., Giacomozzi, F., Soncini, G., Calaza, C., Ficorella, F., Iarossi, S.”, A micromachined gold-palladium Kelvin probe for hydrogen sensing, 2009, Sensors and Actuators, B: Chemical, 142, 2, 418-424.
30 “Bussetti, G., Cirilli, S., Violante, A., Chiaradia, P., Goletti, C., Tortora, L., Paolesse, R., Martinelli, E., D’Amico, A., Di Natale, C., Giancane, G., Valli, L.”, Optical anisotropy readout in solid-state porphyrins for the detection of volatile compounds , 2009, Applied Physics Letters, 95, 9, 91906
31 “Dini, F., Martinelli, E., Pomarico, G., Paolesse, R., Monti, D., Filippini, D., D’Amico, A., Lundström, I., Di Natale, C.”, Chemical sensitivity of self-assembled porphyrin nano-aggregates, 2009, Nanotechnology, 20, 5, 555.
32 “Lvova, L., Martinelli, E., Dini, F., Bergamini, A., Paolesse, R., Di Natale, C., D’Amico, A.”, Clinical analysis of human urine by means of potentiometric Electronic tongue, 2009, Talanta, 77, 3, 1097-1104.
33 “Di Natale, C., Buchholt, K., Martinelli, E., Paolesse, R., Pomarico, G., D’Amico, A., Lundström, I., Lloyd Spetz, A.”, Investigation of quartz microbalance and ChemFET transduction of molecular recognition events in a metalloporphyrin film, 2009, Sensors and Actuators, B: Chemical, 135,2, 560-567.
34 “Martinelli, E., Dini, F., Pennazza, G., Canosa, M., D’Amico, A., Natale, C.”, A novel bio-inspired digital signal processing method for chemical sensor arrays, 2009, Studies in Computational Intelligence, 188, 109-120.
35 “D’Amico, A., Natale, C.D., Castro, F.L., Iarossi, S., Catini, A., Martinelli, E.”, Volatile compounds detection by IR acousto-optic detectors, 2009, NATO Science for Peace and Security Series B: Physics and Biophysics, 21,59.
36 “Bussetti, G., D’Ercole, D., Cirilli, S., Violante, A., Goletti, C., Chiaradia, P., Tortora, L., Paolesse, R., Martinelli, E., Di Natale, C., D’Amico, A., Valli, L.”, Alteration of optical anisotropy by adsorption of volatile molecules on ordered metalloporphyrins layers, 2009, Journal of Nanophotonics, 3,1, 31945.
37 “D’Amico, A., Pennazza, G., Santonico, M., Martinelli, E., Roscioni, C., Galluccio, G., Paolesse, R., Di Natale, C.”, An investigation on electronic nose diagnosis of lung cancer, 2010, Lung Cancer, 68, 2 , 170-176.
38 “Bartolazzi, A., Santonico, M., Pennazza, G., Martinelli, E., Paolesse, R., D’Amico, A., Di Natale, C.”, A sensor array and GC study about VOCs and cancer cells, 2010, Sensors and Actuators, B: Chemical, 146, 2, 483-488.
39 “Montuschi, P., Santonico, M., Mondino, C., Pennazza, G., Maritini, G., Martinelli, E., Capuano, R., Ciabattoni, G., Paolesse, R., Di Natale, C., Barnes, P.J., D’Arnico, A.”, Diagnostic performance of an electronic nose, fractional exhaled nitric oxide, and lung function testing in asthma”, 2010, Chest, 137, 4, 790-796.
40 “D’Amico, A., De Marcellis, A., Di Carlo, C., Di Natale, C., Ferri, G., Martinelli, E., Paolesse, R., Stornelli, V.”, Low-voltage low-power integrated analog lock-in amplifier for gas sensor applications, 2010, Sensors and Actuators, B: Chemical, 144, 2, 400-406.
41 “Vergara, A., Martinelli, E., Huerta, R., D’Amico, A., Di Natale, C.”, Orthogonal decomposition of chemo-sensory cues, 2011, Sensors and Actuators, B: Chemical, 159,1, 126-134.
42 “Martinelli, E., Santonico, M., Pennazza, G., Paolesse, R., D’Amico, A., Di Natale, C.”, Short time gas delivery pattern improves long-term sensor reproducibility, 2011, Sensors and Actuators, B: Chemical, 156, 2, 753-759.
43 “Eifler, J., Martinelli, E., Santonico, M., Capuano, R., Schild, D., Di Natale, C.”, Differential detection of potentially hazardous fusarium species in wheat grains by an electronic nose,2011, PLoS ONE, 6, 6, e21026.
44 Bussetti, G., Violante, A., Yivlialin, R., Cirilli, S., Bonanni, B., Chiaradia, P., Goletti, C., Tortora, L., Paolesse, R., Martinelli, E., D’amico, A., Di Natale, C., Giancane, G., Valli, L.”, Site-sensitive gas sensing and analyte discrimination in langmuir-blodgett porphyrin films, 2011, Journal of Physical Chemistry C, 115, 16, 8189-8194.
45 “Martinelli, E., Polese, D., Dini, F., Paolesse, R., Filippini, D., Lundström, I., di Natale, C.” , An investigation on the role of spike latency in an artificial olfactory system, 2011, Frontiers in Neuroengineering, fneng.2011.00016.
46 “Sivalingam, Y., Magna, G., Pomarico, G., Martinelli, E., Paolesse, R., D’Amico, A., Di Natale, C.”, Gas effect on the surface photovoltage of porphyrin functionalized ZnO nanorods, 2012, Advanced Materials Letters, 3, 6, 442-448.
47 “Falconi, C., Di Natale, C., Martinelli, E., D’Amico, A., Zampetti, E., Gardner, J.W., Van Vliet, C.M.”, 1/f noise and its unusual high-frequency deactivation at high biasing currents in carbon black polymers with residual 1/f noise and a preliminary estimation of the average trap energy, 2012, Sensors and Actuators, B: Chemical, 174, 577-585.
48 “Sivalingam, Y., Magna, G., Pomarico, G., Catini, A., Martinelli, E., Paolesse, R., Di Natale, C.”, The influence of gas adsorption on photovoltage in porphyrin coated ZnO nanorods, 2012, Journal of Materials Chemistry, 22, 37, 20032-20037.
49 “Santonico, M., Lucantoni, G., Pennazza, G., Capuano, R., Galluccio, G., Roscioni, C., La Delfa, G., Consoli, D., Martinelli, E., Paolesse, R., Di Natale, C., D’Amico, A.”, In situ detection of lung cancer volatile fingerprints using bronchoscopic air-sampling, 2012, Lung Cancer, 77, 1, 46-50.
50 “Sivalingam, Y., Martinelli, E., Catini, A., Magna, G., Pomarico, G., Basoli, F., Paolesse, R., Di Natale, C.”, Gas-sensitive photoconductivity of porphyrin-functionalized ZnO nanorods, 2012, Journal of Physical Chemistry C, 116, 16, 9151-9157.
51 “De Marcellis, A., Ferri, G., D’Amico, A., Di Natale, C., Martinelli, E.”, A fully-analog lock-in amplifier with automatic phase alignment for accurate measurements of ppb gas concentrations, 2012, IEEE Sensors Journal, 12, 5, 6053989, 1377-1383.
52 “Martinelli, E., Polese, D., Catini, A., D’Amico, A., Di Natale, C.”, Self-adapted temperature modulation in metal-oxide semiconductor gas sensors, 2012, Sensors and Actuators, B: Chemical, 161, 1 , 534-541.
53 “Dini, F., Martinelli, E., Paolesse, R., Filippini, D., Schild, D., Lundström, I., Di Natale, C.”, Data processing for image-based chemical sensors: Unsupervised region of interest selection and background noise compensation, 2012, Analytical and Bioanalytical Chemistry, 402, 2, 823-832.
54 “Sivalingam, Y., Magna, G., Pomarico, G., Catini, A., Martinelli, E., Paolesse, R., Di Natale, C.”, The light enhanced gas selectivity of one-pot grown porphyrins coated ZnO nanorods, 2013, Sensors and Actuators, B: Chemical, 188, 475-481.
55 “Compagnone, D., Fusella, G.C., Del Carlo, M., Pittia, P., Martinelli, E., Tortora, L., Paolesse, R., Di Natale, C.”, Gold nanoparticles-peptide based gas sensor arrays for the detection of food aromas, 2013, Biosensors and Bioelectronics, 42, 1,618-625.
56 “Martinelli, E., Magna, G., De Vito, S., Di Fuccio, R., Di Francia, G., Vergara, A., Di Natale, C.”, An adaptive classification model based on the Artificial Immune System for chemical sensor drift mitigation, 2013, “Sensors and Actuators, B: Chemical”, 177, 1017-1026.
57 “Tortora, L., Pomarico, G., Nardis, S., Martinelli, E., Catini, A., D’Amico, A., Di Natale, C., Paolesse, R.”, Supramolecular sensing mechanism of corrole thin films, 2013, Sensors and Actuators, B: Chemical, 187, 72-77.
58 “Polese, D., Martinelli, E., Magna, G., Dini, F., Catini, A., Paolesse, R., Lundstromc, I., Di Natale, C.”, Sharing data processing among replicated optical sensor arrays, 2013, Sensors and Actuators, B: Chemical, 179, 252-258.
59 “Polese, D., Martinelli, E., Marco, S., Natale, C.D., Gutierrez-Galvez, A.”, Understanding odor information segregation in the olfactory bulb by means of mitral and tufted cells, 2014, PLoS ONE, 9, 10, e109716.
60 “Magna, G., Sivalingam, Y., Martinelli, E., Pomarico, G., Basoli, F., Paolesse, R., Di Natale, C.”, The influence of film morphology and illumination conditions on the sensitivity of porphyrins-coated ZnO nanorods, 2014, Analytica Chimica Acta, 810, 86-93.
61 “Strauch, M., Lüdke, A., Münch, D., Laudes, T., Giovanni Galizia, C., Martinelli, E., Lavra, L., Paolesse, R., Ulivieri, A., Catini, A., Capuano, R., Di Natale, C.”, More than apples and oranges – Detecting cancer with a fruit fly’s antenna, 2014, Scientific Reports, 4, SREP03576.
62 “Martinelli, E., Magna, G., Vergara, A., Di Natale, C.”, Cooperative classifiers for reconfigurable sensor arrays, 2014, Sensors and Actuators, B: Chemical, 199, 83-92.
63 “Mencattini, A., Martinelli, E., Costantini, G., Todisco, M., Basile, B., Bozzali, M., Di Natale, C.”, Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure, 2014, Knowledge-Based Systems, 63, 68-81.
64 “Capuano, R., Santonico, M., Pennazza, G., Ghezzi, S., Martinelli, E., Roscioni, C., Lucantoni, G., Galluccio, G., Paolesse, R., Di Natale, C., D’Amico, A.”, The lung cancer breath signature: A comparative analysis of exhaled breath and air sampled from inside the lungs, 2015, Scientific Reports, 5, 16491.
65 “Lavra, L., Catini, A., Ulivieri, A., Capuano, R., Baghernajad Salehi, L., Sciacchitano, S., Bartolazzi, A., Nardis, S., Paolesse, R., Martinelli, E., Di Natale, C.”, Investigation of VOCs associated with different characteristics of breast cancer cells, 2015, Scientific Reports, 5, 13246.
66 “Martinelli, E., Magna, G., Polese, D., Vergara, A., Schild, D., Di Natale, C.”, Stable odor recognition by a neuro-adaptive electronic nose, 2015, Scientific Reports, 5 ,10960.
67 “Dini, F., Magna, G., Martinelli, E., Pomarico, G., Di Natale, C., Paolesse, R., Lundström, I.”, Combining porphyrins and pH indicators for analyte detection Direct Optical Detection, 2015, Analytical and Bioanalytical Chemistry, 407, 14, 3975-3984.
68 “Cazzola, M., Segreti, A., Capuano, R., Bergamini, A., Martinelli, E., Calzetta, L., Rogliani, P., Ciaprini, C., Ora, J., Paolesse, R., Di Natale, C., D’Amico, A.”, Analysis of exhaled breath fingerprints and volatile organic compounds in COPD, 2015, COPD Research and Practice, 1, 1-7.
69 “Guanais Goncalves, C., Dini, F., Martinelli, E., Catini, A., Lundström, I., Paolesse, R., Di Natale, C.”, Detection of diverse potential threats in water with an array of optical sensors, 2016, Sensors and Actuators, B: Chemical, 236, 997-1004.
70 “Catini, A., Kumar, R., Capuano, R., Martinelli, E., Paolesse, R., di Natale, C.”, An exploration of the metal dependent selectivity of a metalloporphyrins coated quartz microbalances array, 2016, Sensors (Switzerland), 16, 10, 1640.
71 “Martinelli, E., Mencattini, A., Daprati, E., Di Natale, C.”, Strength is in numbers: Can concordant artificial listeners improve prediction of emotion from speech? , 2016, PLoS ONE, 11, 8, e0161752.
72 “Magna, G., Casti, P., Jayaraman, S.V., Salmeri, M., Mencattini, A., Martinelli, E., Natale, C.D.”, Identification of mammography anomalies for breast cancer detection by an ensemble of classification models based on artificial immune system, 2016, Knowledge-Based Systems,101, 60-70.
73 “Santini, G., Mores, N., Penas, A., Capuano, R., Mondino, C., Trové, A., Macagno, F., Zini, G., Cattani, P., Martinelli, E., Motta, A., Macis, G., Ciabattoni, G., Montuschi, P.”, Electronic nose and exhaled breath NMR-based metabolomics applications in airways disease, 2016, Current Topics in Medicinal Chemistry, 16, 14, 1610-1630.
74 “Zetola, N.M., Modongo, C., Mathlagela, K., Sepako, E., Matsiri, O., Tamuhla, T., Mbongwe, B., Martinelli, E., Sirugo, G., Paolesse, R., Di Natale, C.”, Identification of a large pool of microorganisms with an array of porphyrin based gas sensors, 2016, Sensors (Switzerland), 16, 4, 466.
75 “Martinelli, E., Lüdke, A., Adamo, P., Strauch, M., Di Natale, C., Galizia, C.G.”, Normalizing brain activity across individuals using functional reference mapping, 2017, Scientific Reports, 7, 1, 17128.
76 “Di Natale, C., Martinelli, E., Magna, G., Mandoj, F., Monti, D., Nardis, S., Stefanelli, M., Paolesse, R.”, Porphyrins for olfaction mimic: The Rome Tor Vergata approach, 2017, Journal of Porphyrins and Phthalocyanines, 21, 12, 769-781.
77 “Capuano, R., Spitalieri, P., Talarico, R.V., Domakoski, A.C., Catini, A., Paolesse, R., Martinelli, E., Novelli, G., Sangiuolo, F., Di Natale, C.”, A preliminary analysis of volatile metabolites of human induced pluripotent stem cells along the in vitro differentiation, 2017, Scientific Reports, 7, 1, 1621.
78 “Salamandra, L., La Notte, L., Paronesso, G., Susanna, G., Cinà, L., Polino, G., Mattiello, L., Catini, A., Di Natale, C., Martinelli, E., Di Carlo, A., Brunetti, F., Brown, T.M., Reale, A.”, On the Role of PTB7-Th:[70] PCBM Blend Concentration in ortho-Xylene on Polymer Solar-Cell Performance, 2017, Energy Technology, 5, 12, 2168-2174.
79 “Biselli, E., Agliari, E., Barra, A., Bertani, F.R., Gerardino, A., De Ninno, A., Mencattini, A., Di Giuseppe, D., Mattei, F., Schiavoni, G., Lucarini, V., Vacchelli, E., Kroemer, G., Di Natale, C., Martinelli, E., Businaro, L.”, Organs on chip approach: A tool to evaluate cancer-immune cells interactions, 2017, Scientific Reports, 7, 1, 12737.
80 “Parlato, S., De Ninno, A., Molfetta, R., Toschi, E., Salerno, D., Mencattini, A., Romagnoli, G., Fragale, A., Roccazzello, L., Buoncervello, M., Canini, I., Bentivegna, E., Falchi, M., Bertani, F.R., Gerardino, A., Martinelli, E., Natale, C., Paolini, R., Businaro, L., Gabriele, L.”, 3D Microfluidic model for evaluating immunotherapy efficacy by tracking dendritic cell behaviour toward tumor cells, 2017, Scientific Reports, 7, 1, 1093.
81 “Mosciano, F., Mencattini, A., Ringeval, F., Schuller, B., Martinelli, E., Di Natale, C.”, An array of physical sensors and an adaptive regression strategy for emotion recognition in a noisy scenario, 2017 , Sensors and Actuators, A: Physical, 267, 48-59.
82 “Casti, P., Mencattini, A., Nogueira-Barbosa, M.H., Frighetto-Pereira, L., Azevedo-Marques, P.M., Martinelli, E., Di Natale, C.”, Cooperative strategy for a dynamic ensemble of classification models in clinical applications: the case of MRI vertebral compression fractures, 2017, International Journal of Computer Assisted Radiology and Surgery, 12, 11, 1971-1983.
83 “Casti, P., Mencattini, A., Sammarco, I., Velappa, S.J., Magna, G., Cricenti, A., Luce, M., Pietroiusti, A., Lesci, G.I., Ferrucci, L., Magrini, A., Martinelli, E., Di Natale, C.”, Robust classification of biological samples in atomic force microscopy images via multiple filtering cooperation, 2017, Knowledge-Based Systems, 133, 221-233.
84 “Mencattini, A., Martinelli, E., Ringeval, F., Schuller, B., Natale, C.D.”, Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models, 2017, IEEE Transactions on Affective Computing, 8, 3, 7412670, 314-327.
85 “Magna, G., Catini, A., Kumar, R., Palmacci, M., Martinelli, E., Paolesse, R., di Natale, C.”, Conductive photo-activated porphyrin-ZnO nanostructured gas sensor array, 2017, Sensors (Switzerland), 17, 4, 747.
86 “Zetola, N.M., Modongo, C., Matsiri, O., Tamuhla, T., Mbongwe, B., Matlhagela, K., Sepako, E., Catini, A., Sirugo, G., Martinelli, E., Paolesse, R., Di Natale, C.”, Diagnosis of pulmonary tuberculosis and assessment of treatment response through analyses of volatile compound patterns in exhaled breath samples 2017 Journal of Infection, 74, 4, 367-376.
87 “Casti, P., Mencattini, A., Salmeri, M., Ancona, A., Lorusso, M., Pepe, M.L., Natale, C.D., Martinelli, E.”, Towards localization of malignant sites of asymmetry across bilateral mammograms, 2017, Computer Methods and Programs in Biomedicine, 140, 11, 18.
88 “Magna, G., Dinc Zor, S., Catini, A., Capuano, R., Basoli, F., Martinelli, E., Paolesse, R., Di Natale, C.”m Surface arrangement dependent selectivity of porphyrins gas sensors, 2017, Sensors and Actuators, B: Chemical , 251, 524-532.
89 “Capuano, R., Domakoski, A.C., Grasso, F., Picci, L., Catini, A., Paolesse, R., Sirugo, G., Martinelli, E., Ponzi, M., Di Natale, C.”, Sensor array detection of malaria volatile signature in a murine model, 2017, Sensors and Actuators, B: Chemical, 245, 341-351.
90 “Nguyen, M., De Ninno, A., Mencattini, A., Mermet-Meillon, F., Fornabaio, G., Evans, S.S., Cossutta, M., Khira, Y., Han, W., Sirven, P., Pelon, F., Di Giuseppe, D., Bertani, F.R., Gerardino, A., Yamada, A., Descroix, S., Soumelis, V., Mechta-Grigoriou, F., Zalcman, G., Camonis, J., Martinelli, E., Businaro, L., Parrini, M.C.”, Dissecting Effects of Anti-cancer Drugs and Cancer-Associated Fibroblasts by On-Chip Reconstitution of Immunocompetent Tumor Microenvironments, 2018, Cell Reports, 25, 13, 3884-3890.
91 “Mencattini, A., Mosciano, F., Comes, M.C., Di Gregorio, T., Raguso, G., Daprati, E., Ringeval, F., Schuller, B., Di Natale, C., Martinelli, E.”, An emotional modulation model as signature for the identification of children developmental disorders, 2018, Scientific Reports, 8, 1, 14487.
92 “Capuano, R., Spitalieri, P., Talarico, R.V., Catini, A., Domakoski, A.C., Martinelli, E., Scioli, M.G., Orlandi, A., Cicconi, R., Paolesse, R., Novelli, G., Di Natale, C., Sangiuolo, F.”, Volatile compounds emission from teratogenic human pluripotent stem cells observed during their differentiation in vivo, 2018, Scientific Reports, 8, 1, 11056.
93 “Jing, S., Mao, X., Chen, L., Comes, M.C., Mencattini, A., Raguso, G., Ringeval, F., Schuller, B., Natale, C.D., Martinelli, E.”, A closed-form solution to the graph total variation problem for continuous emotion profiling in noisy environment, 2018, Speech Communication, 104, 66-72.
94 “Adeyemo, A., Mathew, J., Jabir, A., Natale, C.D., Martinelli, E., Ottavi, M.”, Efficient sensing approaches for high-density memristor sensor array, 2018. Journal of Computational Electronics, 17, 3, 1285-1296.
95 “Mencattini, A., Casti, P., Fazio, G., Ghibelli, L., Luce, M., Cricenti, A., Martinelli, E., Natale, C.D.” Uncertainty evaluation of a VBM system for AFM study of cell-cerium oxide nanoparticles interactions, 2018, IEEE Transactions on Instrumentation and Measurement, 67, 7, 1564-1572.
96 “Pinzari, M., Santonico, M., Pennazza, G., Martinelli, E., Capuano, R., Paolesse, R., Rao, M.D., D’Amico, A., Cesaroni, D., Sbordoni, V., Natale, C.D.”, Chemically mediated species recognition in two sympatric grayling butterflies: Hipparchia fagi and hipparchia hermione (lepidoptera: Nymphalidae, satyrinae)”, 2018, PLoS ONE, 13, 6, e0199997.
97 “Magna, G., Mosciano, F., Martinelli, E., Di Natale, C.”, Unsupervised On-Line Selection of Training Features for a robust classification with drifting and faulty gas sensors, 2018, Sensors and Actuators, B: Chemical, 258, 1242-1251.
98 “Comes, M.C., Casti, P., Mencattini, A., Di Giuseppe, D., Mermet-Meillon, F., De Ninno, A., Parrini, M.C., Businaro, L., Di Natale, C., Martinelli, E.”, The influence of spatial and temporal resolutions on the analysis of cell-cell interaction: a systematic study for time-lapse microscopy applications, 2019, Scientific Reports, 9, 1, 6789.
99 “Magna, G., Di Natale, C., Martinelli, E.” Self-Repairing classification algorithms for chemical sensor array, 2019, “Sensors and Actuators, B: Chemical”, 297, 126721.
100 “Lianou, A., Mencattini, A., Catini, A., Di Natale, C., Nychas, G.-J.E., Martinelli, E., Panagou, E.Z.”, Online feature selection for robust classification of the microbiological quality of traditional vanilla cream by means of multispectral imaging, 2019, Sensors (Switzerland), 19, 19, 4071 .
101 “Di Giuseppe, D., Corsi, F., Mencattini, A., Comes, M.C., Casti, P., Di Natale, C., Ghibelli, L., Martinelli, E.” Learning Cancer-Related Drug Efficacy Exploiting Consensus in Coordinated Motility within Cell Clusters, 2019, IEEE Transactions on Biomedical Engineering, 66, 10, 8636245, 2882-2888.
102 “Murdocca, M., Capuano, R., Pucci, S., Cicconi, R., Polidoro, C., Catini, A., Martinelli, E., Paolesse, R., Orlandi, A., Mango, R., Novelli, G., Di Natale, C., Sangiuolo, F., Targeting LOX-1 inhibits colorectal cancer metastasis in an animal model, 2019, Frontiers in Oncology, 9, SEP, 927.
103 “Arrabito, G., Bonasera, A., Prestopino, G., Orsini, A., Mattoccia, A., Martinelli, E., Pignataro, B., Medaglia, P.G.”, Layered double hydroxides: A toolbox for chemistry and biology, 2019,Crystals,9, 7, 361
104 “Casti, P., Mencattini, A., Comes, M.C., Callari, G., Di Giuseppe, D., Natoli, S., Dauri, M., Daprati, E., Martinelli, E.” Calibration of Vision-Based Measurement of Pain Intensity with Multiple Expert Observers, 2019, IEEE Transactions on Instrumentation and Measurement, 68, 7, 8684315, 2442-2450.
105 “Callari, G., Mencattini, A., Casti, P., Comes, M.C., Di Giuseppe, D., Di Natale, C., Sammarco, I., Pietroiusti, A., Magrini, A., Lesci, I.G., Luce, M., Cricenti, A., Martinelli, E.”, The Influence of Uncertainty Contributions on Deep Learning Architectures in Vision-Based Evaluation Systems, 2019, IEEE Transactions on Instrumentation and Measurement, 68,7, 8701508, 2425-2432.
106 “Daprati, E., Sirigu, A., Desmurget, M., Martinelli, E., Nico, D.”, Willingness towards cognitive engagement: a preliminary study based on a behavioural entropy approach, 2019, Experimental Brain Research, 237, 4, 995,1007.
107 “de Oliveira, H.C.R., Mencattini, A., Casti, P., Catani, J.H., de Barros, N., Gonzaga, A., Martinelli, E., da Costa Vieira, M.A.”, A cross-cutting approach for tracking architectural distortion locii on digital breast tomosynthesis slices, 2019, Biomedical Signal Processing and Control, 50, 92-102.
108 “Bruno, V., D’Orazio, M., Ticconi, C., Abundo, P., Riccio, S., Martinelli, E., Rosato, N., Piccione, E., Zupi, E., Pietropolli, A.”, Machine Learning (ML) based-method applied in recurrent pregnancy loss (RPL) patients diagnostic work-up: a potential innovation in common clinical practice, 2020, Scientific Reports, 10, 1, 7970.
109 “Mencattini, A., Di Giuseppe, D., Comes, M.C., Casti, P., Corsi, F., Bertani, F.R., Ghibelli, L., Businaro, L., Di Natale, C., Parrini, M.C., Martinelli, E.”, Discovering the hidden messages within cell trajectories using a deep learning approach for in vitro evaluation of cancer drug treatments, 2020, Scientific Reports, 10, 1, 7653.
110 “Comes, M.C., Filippi, J., Mencattini, A., Corsi, F., Casti, P., De Ninno, A., Di Giuseppe, D., D’Orazio, M., Ghibelli, L., Mattei, F., Schiavoni, G., Businaro, L., Di Natale, C., Martinelli, E.”, Accelerating the experimental responses on cell behaviors: a long-term prediction of cell trajectories using Social Generative Adversarial Network, 2020, Scientific Reports, 10, 1, 15635 .
111 “D’Orazio, M., Corsi, F., Mencattini, A., Di Giuseppe, D., Colomba Comes, M., Casti, P., Filippi, J., Di Natale, C., Ghibelli, L., Martinelli, E.”, Deciphering Cancer Cell Behavior: From Motility and Shape Features: Peer Prediction and Dynamic Selection to Support Cancer Diagnosis and Therapy, 2020, Frontiers in Oncology, 10, 580698.
112 “Bertani, F.R., Businaro, L., Gambacorta, L., Mencattini, A., Brenda, D., Di Giuseppe, D., De Ninno, A., Solfrizzo, M., Martinelli, E., Gerardino, A.”, Optical detection of aflatoxins B in grained almonds using fluorescence spectroscopy and machine learning algorithms, 2020, Food Control, 112, 107073.
113 “Ongaro, A.E., Di Giuseppe, D., Kermanizadeh, A., Miguelez Crespo, A., Mencattini, A., Ghibelli, L., Mancini, V., Wlodarczyk, K.L., Hand, D.P., Martinelli, E., Stone, V., Howarth, N., La Carrubba, V., Pensabene, V., Kersaudy-Kerhoas, M.”, Polylactic is a Sustainable, Low Absorption, Low Autofluorescence Alternative to Other Plastics for Microfluidic and Organ-on-Chip Applications, 2020, Analytical Chemistry, 92, 9, 6693-6701.
114 “Comes, M.C., Mencattini, A., Di Giuseppe, D., Filippi, J., D’orazio, M., Casti, P., Corsi, F., Ghibelli, L., Di Natale, C., Martinelli, E.”, A camera sensors-based system to study drug effects on in vitro motility: The case of PC-3 prostate cancer cells, 2020, Sensors (Switzerland), 20, 5, 1531.
115 “Badiola-Mateos, M., Di Giuseppe, D., Paoli, R., Lopez-Martinez, M.J., Mencattini, A., Samitier, J., Martinelli, E.”, A novel multi-frequency trans-endothelial electrical resistance (MTEER) sensor array to monitor blood-brain barrier integrity, 2021, Sensors and Actuators, B: Chemical, 334, 129599.
116 “Di Giuseppe, D., Catini, A., Comini, E., Zappa, D., Di Natale, C., Martinelli, E.”, Optimizing MOX sensor array performances with a reconfigurable self-adaptive temperature modulation interface, 2021, Sensors and Actuators, B: Chemical, 333, 129509.
117 “Comes, M.C., Filippi, J., Mencattini, A., Casti, P., Cerrato, G., Sauvat, A., Vacchelli, E., De Ninno, A., Di Giuseppe, D., D’Orazio, M., Mattei, F., Schiavoni, G., Businaro, L., Di Natale, C., Kroemer, G., Martinelli, E.”, Multi-scale generative adversarial network for improved evaluation of cell–cell interactions observed in organ-on-chip experiments, 2021, Neural Computing and Applications, 33, 8, 3671-3689.
118 “Veith, I., Mencattini, A., Picant, V., Serra, M., Leclerc, M., Comes, M.C., Mami-Chouaib, F., Camonis, J., Descroix, S., Shirvani, H., Mechta-Grigoriou, F., Zalcman, G., Parrini, M.C., Martinelli, E.”, Apoptosis mapping in space and time of 3D tumor ecosystems reveals transmissibility of cytotoxic cancer death, 2021, PLoS Computational Biology, 17, 3, e1008870.
119 “Paoli, R., Di Giuseppe, D., Badiola-Mateos, M., Martinelli, E., Lopez-Martinez, M.J., Samitier, J.”, Rapid manufacturing of multilayered microfluidic devices for organ on a chip applications, 2021, Sensors, 21, 4, 1382, 1,13.
120 “Magna, G., Muduganti, M., Stefanelli, M., Sivalingam, Y., Zurlo, F., Di Bartolomeo, E., Catini, A., Martinelli, E., Paolesse, R., Di Natale, C.”, Light-Activated Porphyrinoid-Capped Nanoparticles for Gas Sensing, 2021, ACS Applied Nano Materials, 4, 1, 414-424.
121 “Casti, P., Mencattini, A., Filippi, J., D’Orazio, M., Comes, M.C., Giuseppe, D.D., Martinelli, E.”, Metrological Characterization of a Pain Detection System Based on Transfer Entropy of Facial Landmarks, 2021, IEEE Transactions on Instrumentation and Measurement, 70 ,9382276.
122 “Comes, M.C., Fanizzi, A., Bove, S., Didonna, V., Diotaiuti, S., La Forgia, D., Latorre, A., Martinelli, E., Mencattini, A., Nardone, A., Paradiso, A.V., Ressa, C.M., Tamborra, P., Lorusso, V., Massafra, R.”, Early prediction of neoadjuvant chemotherapy response by exploiting a transfer learning approach on breast DCE-MRIs, 2021, Scientific Reports, 11 (1), art. no. 14123.
123 “Rizzuto, V., Mencattini, A., Álvarez-González, B., Di Giuseppe, D., Martinelli, E., Beneitez-Pastor, D., Mañú-Pereira, M.M., Lopez-Martinez, M.J., Samitier, J.”, Combining microfluidics with machine learning algorithms for RBC classification in rare hereditary hemolytic anemia, 2021, Scientific Reports, 11 (1), 13553.
124 “Quercia, L., Khomenko, I., Capuano, R., Tonezzer, M., Paolesse, R., Martinelli, E., Catini, A., Biasioli, F., Di Natale, C.”, Optimization of gas sensors measurements by dynamic headspace analysis supported by simultaneous direct injection mass spectrometry, 2021, Sensors and Actuators B: Chemical, 347, 130580
125 “Giovannetti, A., Susi, G., Casti, P., Mencattini, A., Pusil, S., López, M.E., Di Natale, C., Martinelli, E.”, Deep-MEG: spatiotemporal CNN features and multiband ensemble classification for predicting the early signs of Alzheimer’s disease with magnetoencephalography, 2021 Neural Computing and Applications, 33 (21),14651-14667.
126 “Cascarano, P., Comes, M.C., Mencattini, A., Parrini, M.C., Piccolomini, E.L., Martinelli, E.”, Recursive Deep Prior Video: A super resolution algorithm for time-lapse microscopy of organ-on-chip experiments, 2021, Medical Image Analysis, 72, 102124.
127 “Mencattini, A., Spalloni, A., Casti, P., Comes, M.C., Di Giuseppe, D., Antonelli, G., D’Orazio, M., Filippi, J., Corsi, F., Isambert, H., Di Natale, C., Longone, P., Martinelli, E.”, NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy, 2021, Patterns, 2 (6), 100261.
128 “Comes, M.C., Forgia, D.L., Didonna, V., Fanizzi, A., Giotta, F., Latorre, A., Martinelli, E., Mencattini, A., Paradiso, A.V., Tamborra, P., Terenzio, A., Zito, A., Lorusso, V., Massafra, R.”, Early prediction of breast cancer recurrence for patients treated with neoadjuvant chemotherapy: A transfer learning approach on dce-mris, 2021 , Cancers, 13 (10), 2298.
129 “D’Orazio, M., Reale, R., De Ninno, A., Brighetti, M.A., Mencattini, D., Businaro, L., Martinelli, E., Bisegna, P., Travaglini, A., Caselli, F.”, Electro-optical classification of pollen grains via microfluidics and machine learning, 2021, IEEE Transactions on Biomedical Engineering.
130 “Cascarano, Pasquale; Comes, Maria Colomba; Sebastiani, Andrea; Mencattini, Arianna; Loli Piccolomini, Elena; Martinelli, Eugenio; “,DeepCEL0 for 2D single-molecule localization in fluorescence microscopy,Bioinformatics,38,5,1411-1419,2022,Oxford University Press”
131 Catini, Alexandro; Capuano, Rosamaria; Tancredi, Giuseppe; Dionisi, Giulio; Di Giuseppe, Davide; Filippi, Joanna; Martinelli, Eugenio; Di Natale, Corrado; “,A Lab-on-a-Chip Based Automatic Platform for Continuous Nitrites Sensing in Aquaculture,Sensors,22,2,444,2022,MDPI
132 “Occhiuzzi, Cecilia; Camera, Francesca; D’Orazio, Michele; D’Uva, Nicola; Amendola, Sara; Bianco, Giulio Maria; Miozzi, Carolina; Garavaglia, Luigi; Martinelli, Eugenio; Marrocco, Gaetano; “,Automatic monitoring of fruit ripening rooms by UHF RFID sensor network and machine learning,IEEE Journal of Radio Frequency Identification,6,,649-65 9,2022,IEEE
133 “D’Orazio, M; Murdocca, M; Mencattini, A; Casti, P; Filippi, J; Antonelli, G; Di Giuseppe, D; Comes, MC; Di Natale, C; Sangiuolo, F; “,Machine learning phenomics (MLP) combining deep learning with time-lapse-microscopy for monitoring colorectal adenocarcinoma cells gene expression and drug-response,Scientific Reports,12,1,8545,2022,Nature Publishing Group UK London
134 “Khandelwal, Saurabh; Ottavi, Marco; Martinelli, Eugenio; Jabir, Abusaleh; “,Low power memristive gas sensor architectures with improved sensing accuracy,Journal of Computational Electronics,21,4,1005-1016,2022,Springer US New York
135 “Filippi, J; Di Giuseppe, D; Casti, P; Mencattini, A; Antonelli, G; D’Orazio, M; Corsi, F; Canosci, D Della-Morte; Ghibelli, L; Witte, C; “,Exploiting spectral information in Opto-Electronic Tweezers for cell classification and drug response evaluation,Sensors and Actuators B: Chemical,368,,132200,2022,Elsevier
136 “Mencattini, Arianna; Lansche, Christine; Veith, Irina; Erbs, Philippe; Balloul, Jean-Marc; Quemeneur, Eric; Descroix, Stéphanie; Mechta-Grigoriou, Fatima; Zalcman, Gérard; Zaupa, Cécile; “,Direct imaging and automatic analysis in tumor-on-chip reveal cooperative antitumoral activity of immune cells and oncolytic vaccinia virus, Biosensors and Bioelectronics 215,,114571,2022,Elsevier
137 “Magna, Gabriele; Martinelli, Eugenio; Paolesse, Roberto; Di Natale, Corrado; “,Bio-inspired encoding for a real-time and stable single component odor detection with a highly-redundant optical artificial olfactory system,Sensors and Actuators B: Chemical,373,,132719,2022,Elsevier
138 “Mencattini, A; D’Orazio, M; Casti, P; Comes, MC; Di Giuseppe, D; Antonelli, G; Filippi, J; Corsi, F; Ghibelli, L; Veith, I; “,Deep-Manager: a versatile tool for optimal feature selection in live-cell imaging analysis, Communications Biology,6,1,241,2023, Nature Publishing Group UK London
139 “Mostaccio, Alessio; Antonelli, Gianni; Bragaglia, Mario; Martinelli, Eugenio; Marrocco, Gaetano”,Comparative Evaluation of Laser Induced Graphene (LIG) Traces on Polyimide under Soft and Hard Stress for IoT Applications,IEEE Journal on Flexible Electronics,,,,2023,IEEE
140 “Detti, Andrea; Funari, Ludovico; Petrucci, Luca; D’Orazio, Michele; Mencattini, Arianna; Martinelli, Eugenio; “,CWL-PLAS: Task Workflows Assisted by Data Science Cloud Platforms,IEEE Access,,,,2023,IEEE
141 “Casti, P; Cardarelli, S; Comes, MC; D’Orazio, M; Filippi, J; Antonelli, G; Mencattini, A; Di Natale, C; Martinelli, E; “,S3-VAE: a novel Supervised-Source-Separation Variational Autoencoder algorithm to discriminate tumor cell lines in time-lapse microscopy images,Expert Systems with Applications,,,120861,2023,Pergamon
142 “Mencattini, Arianna; Casti, Paola; D’Orazio, Michele; Antonelli, Gianni; Filippi, Joanna; Martinelli, Eugenio; “,Uncertainty-based feature selection for improved adequacy of dermoscopic image classification,IEEE Transactions on Instrumentation and Measurement,,,,2023,IEEE