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Papers

Here is a list of our recent publications (2020-…). Software associated with the papers can be found in the Download section.

102 dati « 2 di 3 »

2022

Mencattini, Arianna; Casti, Paola; Filippi, Joanna; D’Orazio, Michele; Cardarelli, Sara; Antonelli, Gianni; Martinelli, Eugenio

Robust examination of cell apoptosis timing in presence of noisy environment Conference

2022, (Cited by: 1).

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Occhiuzzi, Cecilia; Camera, Francesca; D’Orazio, Michele; D'Uva, Nicola; Amendola, Sara; Bianco, G. M.; Miozzi, Carolina; Garavaglia, Luigi; Martinelli, Eugenio; Marrocco, Gaetano

Automatic Monitoring of Fruit Ripening Rooms by UHF RFID Sensor Network and Machine Learning Journal Article

In: IEEE Journal of Radio Frequency Identification, vol. 6, pp. 649 - 659, 2022, (Cited by: 28; All Open Access; Green Accepted Open Access; Green Open Access).

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Catini, Alexandro; Capuano, Rosamaria; Tancredi, Giuseppe; Dionisi, Giulio; Giuseppe, Davide Di; Filippi, Joanna; Martinelli, Eugenio; Natale, Corrado D. Di

A Lab-on-a-Chip Based Automatic Platform for Continuous Nitrites Sensing in Aquaculture Journal Article

In: Sensors, vol. 22, no 2, 2022, (Cited by: 8; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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2021

Filoni, Claudia; Shirzadi, Bahram; Menegazzo, Marco; Martinelli, Eugenio; Natale, Corrado D. Di; Bassi, Andrea Li; Magagnin, Luca; Duo', L.; Bussetti, Gianlorenzo

Compared EC-AFM analysis of laser-induced graphene and graphite electrodes in sulfuric acid electrolyte Journal Article

In: Molecules, vol. 26, no 23, 2021, (Cited by: 1; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Comes, Maria Colomba; Fanizzi, Annarita; Bove, Samantha; Didonna, Vittorio; Diotaiuti, Sergio; Forgia, Daniele La; Latorre, Agnese Carmela; Martinelli, Eugenio; Mencattini, Arianna; Nardone, Annalisa

Early prediction of neoadjuvant chemotherapy response by exploiting a transfer learning approach on breast DCE-MRIs Journal Article

In: Scientific Reports, vol. 11, no 1, 2021, (Cited by: 59; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Rizzuto, Valeria; Mencattini, Arianna; Álvarez-González, Begoña; Giuseppe, Davide Di; Martinelli, Eugenio; Benéitez-Pastor, David; Mañú-Pereira, María Del Mar; López-Martínez, Maria José; Samitier, Josep

Combining microfluidics with machine learning algorithms for RBC classification in rare hereditary hemolytic anemia Journal Article

In: Scientific Reports, vol. 11, no 1, 2021, (Cited by: 44; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Quercia, Luigi; Khomenko, Iuliia; Capuano, Rosamaria; Tonezzer, Matteo; Paolesse, Roberto; Martinelli, Eugenio; Catini, Alexandro; Biasioli, Franco; Natale, Corrado D. Di

Optimization of gas sensors measurements by dynamic headspace analysis supported by simultaneous direct injection mass spectrometry Journal Article

In: Sensors and Actuators B: Chemical, vol. 347, 2021, (Cited by: 15; All Open Access; Green Accepted Open Access; Green Open Access).

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Giovannetti, Antonio; Susi, Gianluca; Casti, Paola; Mencattini, Arianna; Pusil, Sandra; López, María Eugenia; Natale, Corrado D. Di; Martinelli, Eugenio

Deep-MEG: spatiotemporal CNN features and multiband ensemble classification for predicting the early signs of Alzheimer’s disease with magnetoencephalography Journal Article

In: Neural Computing and Applications, vol. 33, no 21, pp. 14651 - 14667, 2021, (Cited by: 23; All Open Access; Green Accepted Open Access; Green Open Access; Hybrid Gold Open Access).

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Cascarano, Pasquale; Comes, Maria Colomba; Mencattini, Arianna; Parrini, Maria Carla; Piccolomini, Elena Loli; Martinelli, Eugenio

Recursive Deep Prior Video: A super resolution algorithm for time-lapse microscopy of organ-on-chip experiments Journal Article

In: Medical Image Analysis, vol. 72, 2021, (Cited by: 27; All Open Access; Green Accepted Open Access; Green Open Access).

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Khandelwal, Saurabh; Ottavi, Marco; Martinelli, Eugenio; Jabir, Abusaleh M.

A memristive architecture for process variation aware gas sensing and logic operations Conference

2021, (Cited by: 0).

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Mencattini, Arianna; Spalloni, Alida; Casti, Paola; Comes, Maria Colomba; Giuseppe, Davide Di; Antonelli, Gianni; D’Orazio, Michele; Filippi, Joanna; Corsi, Francesca; Isambert, Hervé

NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy Journal Article

In: Patterns, vol. 2, no 6, 2021, (Cited by: 10; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Comes, Maria Colomba; Forgia, Daniele La; Didonna, Vittorio; Fanizzi, Annarita; Giotta, Francesco; Latorre, Agnese Carmela; Martinelli, Eugenio; Mencattini, Arianna; Paradiso, Angelo Virgilio; Tamborra, Pasquale

Early prediction of breast cancer recurrence for patients treated with neoadjuvant chemotherapy: A transfer learning approach on dce-mris Journal Article

In: Cancers, vol. 13, no 10, 2021, (Cited by: 39; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Badiola-Mateos, Maider; Giuseppe, Davide Di; Paoli, Roberto; Lopez-Martinez, M. J.; Mencattini, Arianna; Samitier, Josep; Martinelli, Eugenio

A novel multi-frequency trans-endothelial electrical resistance (MTEER) sensor array to monitor blood-brain barrier integrity Journal Article

In: Sensors and Actuators B: Chemical, vol. 334, 2021, (Cited by: 19; All Open Access; Green Final Open Access; Green Open Access; Hybrid Gold Open Access).

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Giuseppe, Davide Di; Catini, Alexandro; Comini, Elisabetta; Zappa, Dario; Natale, Corrado D. Di; Martinelli, Eugenio

Optimizing MOX sensor array performances with a reconfigurable self-adaptive temperature modulation interface Journal Article

In: Sensors and Actuators B: Chemical, vol. 333, 2021, (Cited by: 28).

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Müller-Maatsch, Judith; Bertani, Francesca Romana; Mencattini, Arianna; Gerardino, Annamaria; Martinelli, Eugenio; Weesepoel, Yannick J. A.; Ruth, Saskia M. Van

The spectral treasure house of miniaturized instruments for food safety, quality and authenticity applications: A perspective Journal Article

In: Trends in Food Science and Technology, vol. 110, pp. 841 - 848, 2021, (Cited by: 28).

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Comes, Maria Colomba; Filippi, Joanna; Mencattini, Arianna; Casti, Paola; Cerrato, Giulia; Sauvat, Allan; Vacchelli, Erika; Ninno, Adele De; Giuseppe, Davide Di; D’Orazio, Michele

Multi-scale generative adversarial network for improved evaluation of cell–cell interactions observed in organ-on-chip experiments Journal Article

In: Neural Computing and Applications, vol. 33, no 8, pp. 3671 - 3689, 2021, (Cited by: 19).

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Veith, Irina; Mencattini, Arianna; Picant, Valentin; Serra, Marco; Leclerc, Marine; Comes, Maria Colomba; Mami-Chouaib, Fathia; Camonis, Jacques H.; Descroix, Stéphanie; Shirvani, Hamasseh

Apoptosis mapping in space and time of 3D tumor ecosystems reveals transmissibility of cytotoxic cancer death Journal Article

In: PLOS Computational Biology, vol. 17, no 3, 2021, (Cited by: 17; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Mattei, Fabrizio; Andreone, Sara; Mencattini, Arianna; Ninno, Adele De; Businaro, Luca; Martinelli, Eugenio; Schiavoni, Giovanna

Oncoimmunology Meets Organs-on-Chip Journal Article

In: Frontiers in Molecular Biosciences, vol. 8, 2021, (Cited by: 32; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Paoli, Roberto; Giuseppe, Davide Di; Badiola-Mateos, Maider; Martinelli, Eugenio; Lopez-Martinez, M. J.; Samitier, Josep

Rapid manufacturing of multilayered microfluidic devices for organ on a chip applications Journal Article

In: Sensors, vol. 21, no 4, pp. 1 - 13, 2021, (Cited by: 27; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Magna, Gabriele; Muduganti, Mounika; Stefanelli, Manuela; Sivalingam, Yuvaraj; Zurlo, Francesca; Bartolomeo, Elisabetta Di; Catini, Alexandro; Martinelli, Eugenio; Paolesse, Roberto; Natale, Corrado D. Di

Light-Activated Porphyrinoid-Capped Nanoparticles for Gas Sensing Journal Article

In: ACS Applied Nano Materials, vol. 4, no 1, pp. 414 - 424, 2021, (Cited by: 30; All Open Access; Green Accepted Open Access; Green Open Access).

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Gupta, Vishal; Panunzi, Giulio; Khandelwal, Saurabh; Martinelli, Eugenio; Jabir, Abusaleh M.; Ottavi, Marco

Reliability Assessment of Memristor based Gas Sensor Array Conference

vol. 2021-October, 2021, (Cited by: 0).

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Casti, Paola; Mencattini, Arianna; Filippi, Joanna; D’Orazio, Michele; Comes, Maria Colomba; Giuseppe, Davide Di; Martinelli, Eugenio

Metrological Characterization of a Pain Detection System Based on Transfer Entropy of Facial Landmarks Journal Article

In: IEEE Transactions on Instrumentation and Measurement, vol. 70, 2021, (Cited by: 10).

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2020

Comes, Maria Colomba; Filippi, Joanna; Mencattini, Arianna; Corsi, Francesca; Casti, Paola; Ninno, Adele De; Giuseppe, Davide Di; D’Orazio, Michele; Ghibelli, Lina; Mattei, Fabrizio

Accelerating the experimental responses on cell behaviors: a long-term prediction of cell trajectories using Social Generative Adversarial Network Journal Article

In: Scientific Reports, vol. 10, no 1, 2020, (Cited by: 16; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Bruno, Valentina; D’Orazio, Michele; Ticconi, Carlo; Abundo, Paolo; Riccio, Serena; Martinelli, Eugenio; Rosato, Nicola; Piccione, Emilio C.; Zupi, Errico; Pietropolli, Adalgisa

Machine Learning (ML) based-method applied in recurrent pregnancy loss (RPL) patients diagnostic work-up: a potential innovation in common clinical practice Journal Article

In: Scientific Reports, vol. 10, no 1, 2020, (Cited by: 22; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Mencattini, Arianna; Giuseppe, Davide Di; Comes, Maria Colomba; Casti, Paola; Corsi, Francesca; Bertani, Francesca Romana; Ghibelli, Lina; Businaro, Luca; Natale, Corrado D. Di; Parrini, Maria Carla

Discovering the hidden messages within cell trajectories using a deep learning approach for in vitro evaluation of cancer drug treatments Journal Article

In: Scientific Reports, vol. 10, no 1, 2020, (Cited by: 42; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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D’Orazio, Michele; Corsi, Francesca; Mencattini, Arianna; Giuseppe, Davide Di; Comes, Maria Colomba; Casti, Paola; Filippi, Joanna; Natale, Corrado D. Di; Ghibelli, Lina; Martinelli, Eugenio

Deciphering Cancer Cell Behavior From Motility and Shape Features: Peer Prediction and Dynamic Selection to Support Cancer Diagnosis and Therapy Journal Article

In: Frontiers in Oncology, vol. 10, 2020, (Cited by: 21; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Gupta, Vishal; Pellegrini, Danilo; Khandelwal, Saurabh; Jabir, Abusaleh M.; Kvatinsky, Shahar; Martinelli, Eugenio; Natale, Corrado D. Di; Ottavi, Marco

Sensing with Memristive Complementary Resistive Switch: Modelling and Simulations Journal Article

In: 2020, (Cited by: 3; All Open Access; Green Accepted Open Access; Green Open Access).

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Reichle, Albrecht; Heudobler, Daniel; Gerner, Christopher; Pantziarka, Pan; Martinelli, Eugenio; Holler, Ernst; Corsi, Francesca; Ghibelli, Lina

Editorial: Tumor Systems Biology: How to Therapeutically Redirect Dysregulated Homeostasis in Tumor Systems (i.e., Anakoinosis) Journal Article

In: Frontiers in Oncology, vol. 10, 2020, (Cited by: 0; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Gupta, Vishal; Khandelwal, Saurabh; Panunzi, Giulio; Martinelli, Eugenio; Hamdioui, Said; Jabir, Abusaleh M.; Ottavi, Marco

Yield Estimation of a Memristive Sensor Array Conference

2020, (Cited by: 1; All Open Access; Green Accepted Open Access; Green Open Access).

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Casti, Paola; Mencattini, Arianna; Filippi, Joanna; D’Orazio, Michele; Comes, Maria Colomba; Giuseppe, Davide Di; Martinelli, Eugenio

A Personalized Assessment Platform for Non-invasive Monitoring of Pain Conference

2020, (Cited by: 4).

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Mencattini, Arianna; Giuseppe, Davide Di; D’Orazio, Michele; Rizzuto, Valeria; Mañú-Pereira, María Del Mar; Comes, Maria Colomba; López-Martínez, Maria José; Samitier, Josep; Martinelli, Eugenio

A microfluidic device for shape measurement in red blood cells (RBCs) Conference

2020, (Cited by: 1).

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Bertani, Francesca Romana; Businaro, Luca; Gambacorta, Lucia; Mencattini, Arianna; Brenda, Daniele; Giuseppe, Davide Di; Ninno, Adele De; Solfrizzo, M.; Martinelli, Eugenio; Gerardino, Annamaria

Optical detection of aflatoxins B in grained almonds using fluorescence spectroscopy and machine learning algorithms Journal Article

In: Food Control, vol. 112, 2020, (Cited by: 50).

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Ongaro, Alfredo E.; Giuseppe, Davide Di; Kermanizadeh, Ali; Miguelez-Crespo, Allende; Mencattini, Arianna; Ghibelli, Lina; Mancini, Vanessa; Wlodarczyk, Krystian L.; Hand, Duncan P.; Martinelli, Eugenio

Polylactic is a Sustainable, Low Absorption, Low Autofluorescence Alternative to Other Plastics for Microfluidic and Organ-on-Chip Applications Journal Article

In: Analytical Chemistry, vol. 92, no 9, pp. 6693 - 6701, 2020, (Cited by: 71; All Open Access; Green Accepted Open Access; Green Open Access).

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Comes, Maria Colomba; Mencattini, Arianna; Giuseppe, Davide Di; Filippi, Joanna; D’Orazio, Michele; Casti, Paola; Corsi, Francesca; Ghibelli, Lina; Natale, Corrado D. Di; Martinelli, Eugenio

A camera sensors-based system to study drug effects on in vitro motility: The case of PC-3 prostate cancer cells Journal Article

In: Sensors, vol. 20, no 5, 2020, (Cited by: 10; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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D’Orazio, Michele; Reale, Riccardo; Ninno, Adele De; Brighetti, Maria Antonia; Mencattini, Arianna; Businaro, Luca; Martinelli, Eugenio; Bisegna, Paolo; Travaglini, Alessandro; Caselli, Federica

Boosting automated palynology via microfluidics and machine learning Conference

2020, (Cited by: 0).

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Capuano, Rosamaria; Delibato, Elisabetta; Domakoski, Ana Carolina; Catini, Alexandro; Martinelli, Eugenio; Paolesse, Roberto; Natale, Corrado D. Di

In Vitro Discrimination of Bacterial Volatile Compound Patterns Using a Gas Sensor Array Journal Article

In: Lecture Notes in Electrical Engineering, vol. 629, pp. 157 - 161, 2020, (Cited by: 0).

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Mencattini, Arianna; Ninno, Adele De; Mancini, Jacopo; Businaro, Luca; Martinelli, Eugenio; Schiavoni, Giovanna; Mattei, Fabrizio

High-throughput analysis of cell-cell crosstalk in ad hoc designed microfluidic chips for oncoimmunology applications Journal Article

In: Methods in Enzymology, vol. 632, pp. 479 - 502, 2020, (Cited by: 9).

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2019

Comes, Maria Colomba; Casti, Paola; Mencattini, Arianna; Giuseppe, Davide Di; Mermet-Meillon, Fanny; Ninno, Adele De; Parrini, Maria Carla; Businaro, Luca; Natale, Corrado D. Di; Martinelli, Eugenio

The influence of spatial and temporal resolutions on the analysis of cell-cell interaction: a systematic study for time-lapse microscopy applications Journal Article

In: Scientific Reports, vol. 9, no 1, 2019, (Cited by: 29; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Magna, Gabriele; Natale, Corrado D. Di; Martinelli, Eugenio

Self-Repairing classification algorithms for chemical sensor array Journal Article

In: Sensors and Actuators B: Chemical, vol. 297, 2019, (Cited by: 19; All Open Access; Green Accepted Open Access; Green Open Access).

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Lianou, Alexandra; Mencattini, Arianna; Catini, Alexandro; Natale, Corrado D. Di; Nychas, George John È.; Martinelli, Eugenio; Panagou, Efstathios Z.

Online feature selection for robust classification of the microbiological quality of traditional vanilla cream by means of multispectral imaging Journal Article

In: Sensors, vol. 19, no 19, 2019, (Cited by: 9; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Giuseppe, Davide Di; Corsi, Francesca; Mencattini, Arianna; Comes, Maria Colomba; Casti, Paola; Natale, Corrado D. Di; Ghibelli, Lina; Martinelli, Eugenio

Learning Cancer-Related Drug Efficacy Exploiting Consensus in Coordinated Motility within Cell Clusters Journal Article

In: IEEE Transactions on Biomedical Engineering, vol. 66, no 10, pp. 2882 - 2888, 2019, (Cited by: 20).

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Murdocca, Michela; Capuano, Rosamaria; Pucci, Sabina; Cicconi, Rosella; Polidoro, Chiara; Catini, Alexandro; Martinelli, Eugenio; Paolesse, Roberto; Orlandi, Augusto; Mango, Ruggiero

Targeting LOX-1 inhibits colorectal cancer metastasis in an animal model Journal Article

In: Frontiers in Oncology, vol. 9, no SEP, 2019, (Cited by: 28; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Ottavi, Marco; Gupta, Vishal; Khandelwal, Saurabh; Kvatinsky, Shahar; Mathew, Jimson; Martinelli, Eugenio; Jabir, Abusaleh M.

The Missing Applications Found: Robust Design Techniques and Novel Uses of Memristors Journal Article

In: pp. 159 - 164, 2019, (Cited by: 11; All Open Access; Green Accepted Open Access; Green Open Access).

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Khandelwal, Saurabh; Bala, Anu; Gupta, Vishal; Ottavi, Marco; Martinelli, Eugenio; Jabir, Abusaleh M.

Fault Modeling and Simulation of Memristor based Gas Sensors Journal Article

In: pp. 58 - 59, 2019, (Cited by: 10).

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Arrabito, Giuseppe; Bonasera, Aurelio; Prestopino, G.; Orsini, Andrea; Mattoccia, Alessio; Martinelli, Eugenio; Pignataro, Bruno Giuseppe; Medaglia, Pier Gianni

Layered double hydroxides: A toolbox for chemistry and biology Journal Article

In: Crystals, vol. 9, no 7, 2019, (Cited by: 91; All Open Access; Gold Open Access; Green Accepted Open Access; Green Final Open Access; Green Open Access).

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Callari, Giuseppina; Mencattini, Arianna; Casti, Paola; Comes, Maria Colomba; Giuseppe, Davide Di; Natale, Corrado D. Di; Sammarco, Innocenzo; Pietroiusti, Antonio; Magrini, Andréa A.; Lesci, Giorgio Isidoro

The Influence of Uncertainty Contributions on Deep Learning Architectures in Vision-Based Evaluation Systems Journal Article

In: IEEE Transactions on Instrumentation and Measurement, vol. 68, no 7, pp. 2425 - 2432, 2019, (Cited by: 10).

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Casti, Paola; Mencattini, Arianna; Comes, Maria Colomba; Callari, Giuseppina; Giuseppe, Davide Di; Natoli, Silvia; Dauri, Mario; Daprati, Elena; Martinelli, Eugenio

Calibration of Vision-Based Measurement of Pain Intensity with Multiple Expert Observers Journal Article

In: IEEE Transactions on Instrumentation and Measurement, vol. 68, no 7, pp. 2442 - 2450, 2019, (Cited by: 15).

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Magna, Gabriele; Natale, Corrado D. Di; Martinelli, Eugenio

A Real time classification model for chemical sensor array based on bioinspired olfactory signal processing Journal Article

In: 2019, (Cited by: 0).

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Daprati, Elena; Sirigu, Angela; Desmurget, Michel; Martinelli, Eugenio; Nico, Daniele

Willingness towards cognitive engagement: a preliminary study based on a behavioural entropy approach Journal Article

In: Experimental Brain Research, vol. 237, no 4, pp. 995 - 1007, 2019, (Cited by: 2; All Open Access; Green Accepted Open Access; Green Open Access).

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Oliveira, Helder C. R.; Mencattini, Arianna; Casti, Paola; Catani, Juliana Hiraoka; Barros, Nestor G.; Gonzaga, Adilson; Martinelli, Eugenio; Vieira, Marcelo Andrade Costa

A cross-cutting approach for tracking architectural distortion locii on digital breast tomosynthesis slices Journal Article

In: Biomedical Signal Processing and Control, vol. 50, pp. 92 - 102, 2019, (Cited by: 8).

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102 dati « 2 di 3 »