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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.

98 dati « 1 di 2 »

2025

Serpe, Federico; Iafrate, Lucia; Bastioli, Marco; Marcotulli, Martina; Sanchini, Caterina; Turris, Valeria; D’Orazio, Michele; Palmisano, Biagio; Mencattini, Arianna; Martinelli, Eugenio

Engineering a microfluidic-assisted 3D bioprinting approach for the hierarchical control deposition and compartmentalisation of graded bioinks Journal Article

In: Biofabrication, vol. 17, no 4, 2025, (Cited by: 0).

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Antonelli, Gianni; Chamorro-García, Alejandro; Mencattini, Arianna; Spitalieri, Paola; Sangiuolo, Federica Carla; Filippi, Joanna; Curci, Giorgia; D’Orazio, Michele; Casti, Paola; Idili, Andrea

Continuous pH Monitoring in Organ-on-Chip Devices with Single-Step Fabricated DNA Scaffold Sensors Conjugated Hydrogels and Machine Learning Journal Article

In: Advanced Functional Materials, vol. 35, no 36, 2025, (Cited by: 0).

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Mostaccio, Alessio; Bolognesi, Francesco; Appetito, Valerio; Filippi, Joanna; Duranti, Leonardo; Caro, T.; Mezzi, Alessio; Lamastra, Francesca Romana; Caschera, Daniela; Montesperelli, Giampiero

Laser-induced graphitization (LIG) of a Mediterranean cultivation softwood: does anisotropy matter? Journal Article

In: Materials Research Bulletin, vol. 189, 2025, (Cited by: 0).

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D’Orazio, Michele; Pastore, Donatella; Mencattini, Arianna; Filippi, Joanna; Antonelli, Gianni; Corsi, Francesca; Casti, Paola; Curci, Giorgia; Salmeri, Marcello; Pacifici, Francesca

Domain adaptation to enhance (2 + 1)D CNN dynamic analysis of cell collective behavior in time-lapse microscopy videos Journal Article

In: Neural Computing and Applications, vol. 37, no 6, pp. 4133 - 4153, 2025, (Cited by: 0).

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Mencattini, Arianna; Tocci, Tiziana; Nuccetelli, Marzia; Pieri, Massimo; Bernardini, Sergio; Martinelli, Eugenio

Automatic classification of HEp-2 specimens by explainable deep learning and Jensen-Shannon reliability index Journal Article

In: Artificial Intelligence in Medicine, vol. 160, 2025, (Cited by: 1; All Open Access; Hybrid Gold Open Access).

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Filippi, Joanna; Casti, Paola; Lacconi, Valentina; Antonelli, Gianni; D’Orazio, Michele; Curci, Giorgia; Ticconi, Carlo; Rago, Rocco; Luca, Massimiliano; Pecora, Alessandro

ODEP-Based Robotic System for Micromanipulation and In-Flow Analysis of Primary Cells Journal Article

In: Cyborg and Bionic Systems, vol. 6, 2025, (Cited by: 0; All Open Access; Gold Open Access; Green Accepted Open Access; Green Open Access).

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2024

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

Integrating machine learning and biosensors in microfluidic devices: A review Journal Article

In: Biosensors and Bioelectronics, vol. 263, 2024, (Cited by: 18; All Open Access; Green Accepted Open Access; Green Open Access; Hybrid Gold Open Access).

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Antonelli, Gianni; Curci, Giorgia; Filippi, Joanna; Bernardini, Alessio; Menegazzo, Marco; Marini, Mario; Agresti, A.; Pescetelli, Sara; Lacconi, Valentina; Massimiani, Micol

Laser-induced graphene wet transfer technique for lab-on-chip applications Journal Article

In: Sensors and Actuators A: Physical, vol. 377, 2024, (Cited by: 4; All Open Access; Hybrid Gold Open Access).

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D’Orazio, Michele; Filippi, Joanna; Antonelli, Gianni; Curci, Giorgia; Casti, Paola; Mencattini, Arianna; Cidonio, Gianluca; Martinelli, Eugenio

Cells in the 3D biomatrix on-chip: better mimicking the real micro-physiological system Journal Article

In: Next Materials, vol. 5, 2024, (Cited by: 3; All Open Access; Gold Open Access).

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Pacifici, Francesca; Chiereghin, Francesca; D’Orazio, Michele; Malatesta, Gina; Infante, Marco; Fazio, Federica; Bertinato, Chiara; Donadel, G.; Martinelli, Eugenio; Lorenzo, Antonino D. De

Patch-Based Far-Infrared Radiation (FIR) Therapy Does Not Impact Cell Tracking or Motility of Human Melanoma Cells In Vitro Journal Article

In: Current Issues in Molecular Biology, vol. 46, no 9, pp. 10026 - 10037, 2024, (Cited by: 0; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Buonvino, Silvia; Giuseppe, Davide Di; Filippi, Joanna; Martinelli, Eugenio; Seliktar, Dror; Melino, Sonia

3D Cell Migration Chip (3DCM-Chip): A New Tool toward the Modeling of 3D Cellular Complex Systems Journal Article

In: Advanced Healthcare Materials, vol. 13, no 20, 2024, (Cited by: 3).

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Filippi, Joanna; Casti, Paola; Antonelli, Gianni; Murdocca, Michela; Mencattini, Arianna; Corsi, Francesca; D’Orazio, Michele; Pecora, Alessandro; Luca, Massimiliano; Curci, Giorgia

Cell Electrokinetic Fingerprint: A Novel Approach Based on Optically Induced Dielectrophoresis (ODEP) for In-Flow Identification of Single Cells Journal Article

In: Small Methods, vol. 8, no 8, 2024, (Cited by: 4).

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Mostaccio, Alessio; Naccarata, Federica; Nanni, Francesca Maria Chiara; Filippi, Joanna; Martinelli, Eugenio; Marrocco, Gaetano

Soft and Flexible Wireless Epidermal Plaster Made by Laser-Induced Graphene Journal Article

In: IEEE Sensors Letters, vol. 8, no 7, pp. 1 - 4, 2024, (Cited by: 9).

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Veith, Irina; Nurmik, Martin; Mencattini, Arianna; Damei, Isabelle; Lansche, Christine; Brosseau, Solenn; Gropplero, Giacomo; Corgnac, Stéphanie; Filippi, Joanna; Poté, Nicolas M.

Assessing personalized responses to anti-PD-1 treatment using patient-derived lung tumor-on-chip Journal Article

In: Cell Reports Medicine, vol. 5, no 5, 2024, (Cited by: 17; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Pushparaj, Kishore; Catini, Alexandro; Capuano, Rosamaria; Allegra, Valerio; Magna, Gabriele; Antonelli, Gianni; Martinelli, Eugenio; Agresti, A.; Pescetelli, Sara; Sivalingam, Yuvaraj

Nonenzymatic Potentiometric Detection of Ascorbic Acid with Porphyrin/ZnO-Functionalized Laser-Induced Graphene as an Electrode of EGFET Sensors Journal Article

In: ACS Omega, vol. 9, no 9, pp. 10650 - 10659, 2024, (Cited by: 13; All Open Access; Gold Open Access; Green Accepted Open Access; Green Open Access).

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Mostaccio, Alessio; Antonelli, Gianni; Capuano, Rosamaria; Natale, Corrado D. Di; Martinelli, Eugenio; Marrocco, Gaetano

Full-LIG Wireless Batteryless Flexible Sensor for the Detection of Triethylamine Journal Article

In: IEEE Journal on Flexible Electronics, vol. 3, no 3, pp. 90 - 99, 2024, (Cited by: 8).

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Antonelli, Gianni; Mencattini, Arianna; Massimiani, Micol; Lacconi, Valentina; Filippi, Joanna; Losardo, Margherita; D’Orazio, Michele; Casti, Paola; Bragaglia, Mario; Curci, Giorgia

Development of integrated optical biosensors based on low-cost stereolithography fabrication and multispectral signature for Lab-On-Chip applications Journal Article

In: Sensors and Actuators B: Chemical, vol. 401, 2024, (Cited by: 12).

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D’Alessandro, Salvatore; Mohammadi, Sajad; Iafrate, Lucia; Bastioli, Marco; Marcotulli, Martina; Franco, Silvia; Palmisano, Biagio; D’Orazio, Michele; Mencattini, Arianna; Angelini, Roberta

Hybrid 3D microfluidic bioprinting for the engineering of cancer models and tissue substitutes Journal Article

In: Virtual and Physical Prototyping, vol. 19, no 1, 2024, (Cited by: 6; All Open Access; Gold Open Access; Green Accepted Open Access; Green Open Access).

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Naccarata, Federica; Mostaccioo, Alessio; Filippi, Joanna; Martinelli, Eugenio; Marrocco, Gaetano

Upper-Bound Performance of Laser-Induced Graphene (LIG) Antennas on PEEK for Implantable Applications Conference

2024, (Cited by: 3).

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Campagnolo, Luisa; Lacconi, Valentina; Filippi, Joanna; Martinelli, Eugenio

Twenty years of in vitro nanotoxicology: how AI could make the difference Journal Article

In: Frontiers in Toxicology, vol. 6, 2024, (Cited by: 6; All Open Access; Gold Open Access; Green Accepted Open Access; Green Open Access).

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Antonelli, Gianni; Camera, Francesca; Mencattini, Arianna; Casciati, Arianna; Tanori, Mirella; Zambotti, Alessandro; Casti, Paola; Curci, Giorgia; Filippi, Joanna; D’Orazio, Michele

Lab-on-Chip Label-Free Sensing System for Electroporation Based on Time-Lapse Microscopy Journal Article

In: IEEE Sensors Journal, vol. 24, no 22, pp. 36306 - 36315, 2024, (Cited by: 2; All Open Access; Green Accepted Open Access; Green Open Access; Hybrid Gold Open Access).

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Mencattini, Arianna; Daprati, Elena; Canosci, D. Della Morte; Guadagni, Fiorella; Sangiuolo, Federica Carla; Martinelli, Eugenio

Assembloid learning: opportunities and challenges for personalized approaches to brain functioning in health and disease Journal Article

In: Frontiers in Artificial Intelligence, vol. 7, 2024, (Cited by: 0; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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

Aflatoxins detection in almonds via fluorescence imaging and deep neural network approach Journal Article

In: Journal of Food Composition and Analysis, vol. 125, 2024, (Cited by: 14).

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2023

Buonvino, Silvia; Arciero, Ilaria; Martinelli, Eugenio; Seliktar, Dror; Melino, Sonia

Modelling the disease: H2S-sensitivity and drug-resistance of triple negative breast cancer cells can be modulated by embedding in isotropic micro-environment Journal Article

In: Materials Today Bio, vol. 23, 2023, (Cited by: 7; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Casti, Paola; Cardarelli, Sara; Comes, Maria Colomba; D’Orazio, Michele; Filippi, Joanna; Antonelli, Gianni; Mencattini, Arianna; Natale, Corrado D. Di; Martinelli, Eugenio

S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images Journal Article

In: Expert Systems with Applications, vol. 232, 2023, (Cited by: 8).

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Mencattini, Arianna; D’Orazio, Michele; Casti, Paola; Comes, Maria Colomba; Giuseppe, Davide Di; Antonelli, Gianni; Filippi, Joanna; Corsi, Francesca; Ghibelli, Lina; Veith, Irina

Deep-Manager: a versatile tool for optimal feature selection in live-cell imaging analysis Journal Article

In: Communications Biology, vol. 6, no 1, 2023, (Cited by: 11; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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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 Journal Article

In: IEEE Journal on Flexible Electronics, vol. 2, no 3, pp. 256 - 264, 2023, (Cited by: 17).

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Papale, Leonardo; Catini, Alexandro; Capuano, Rosamaria; Allegra, Valerio; Martinelli, Eugenio; Palmacci, Massimo; Tranfo, Giovanna; Natale, Corrado D. Di

Personal VOCs Exposure with a Sensor Network Based on Low-Cost Gas Sensor, and Machine Learning Enabled Indoor Localization Journal Article

In: Sensors, vol. 23, no 5, 2023, (Cited by: 3; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Mencattini, Arianna; Rizzuto, Valeria; Antonelli, Gianni; Giuseppe, Davide Di; D’Orazio, Michele; Filippi, Joanna; Comes, Maria Colomba; Casti, Paola; -Corrons, Joan Lluís L. Vives; García-Bravo, María

Machine learning microfluidic based platform: Integration of Lab-on-Chip devices and data analysis algorithms for red blood cell plasticity evaluation in Pyruvate Kinase Disease monitoring Journal Article

In: Sensors and Actuators A: Physical, vol. 351, 2023, (Cited by: 17).

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Mostaccio, Alessio; Amendola, Sara; Occhiuzzi, Nicola D. Uva Cecilia; Martinelli, Eugenio; Marrocco, Gaetano

Ultra-low power RFID-based wake-up architectures for wireless sensor networks in industrial plants Journal Article

In: pp. 146 - 149, 2023, (Cited by: 2).

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Mostaccio, Alessio; Salvia, Andrea; Antonelli, Gianni; Martinelli, Eugenio; Marrocco, Gaetano

Laser-Induced Graphene Fan Antenna for RFID applications Journal Article

In: pp. 25 - 28, 2023, (Cited by: 4).

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Salvia, Andrea; Mostaccio, Alessio; Antonelli, Gianni; Martinelli, Eugenio; Marrocco, Gaetano

Full-LIG Wireless Batteryless Sensor for the Detection of Amines Conference

2023, (Cited by: 9).

Links | BibTeX

Mostaccio, Alessio; Salvia, Andrea; Antonelli, Gianni; Martinelli, Eugenio; Marrocco, Gaetano

Upper Bound Performances of Laser-Induced Graphene Dipoles in the UHF Band Conference

2023, (Cited by: 3).

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

Uncertainty-Based Feature Selection for Improved Adequacy of Dermoscopic Image Classification Journal Article

In: IEEE Transactions on Instrumentation and Measurement, vol. 72, 2023, (Cited by: 7).

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Detti, Andrea H.; Funari, Ludovico; Petrucci, Luca; D’Orazio, Michele; Mencattini, Arianna; Martinelli, Eugenio

CWL-PLAS: Task Workflows Assisted by Data Science Cloud Platforms Journal Article

In: IEEE Access, vol. 11, pp. 44092 - 44106, 2023, (Cited by: 1; All Open Access; Gold Open Access; Green Accepted Open Access; Green Open Access).

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

Integrating Machine Learning and Sensors for the Development of Organ-on-Chip Platforms for Medical Diagnosis Journal Article

In: Lecture Notes in Electrical Engineering, vol. 918 LNEE, pp. 45 - 52, 2023, (Cited by: 2).

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Muduganti, Mounika; Magna, Gabriele; Stefanelli, Manuela; Sivalingam, Yuvaraj; Lvova, Larisa B.; Mandoj, Federica; Catini, Alexandro; Capuano, Rosamaria; Nardis, Sara; Martinelli, Eugenio

Porphyrinoids Functionalized Hybrid Zinc Oxide Nanomaterials for Gas-Sensing Applications Journal Article

In: Lecture Notes in Electrical Engineering, vol. 918 LNEE, pp. 121 - 126, 2023, (Cited by: 0).

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2022

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

Bio-inspired encoding for a real-time and stable single component odor detection with a highly-redundant optical artificial olfactory system Journal Article

In: Sensors and Actuators B: Chemical, vol. 373, 2022, (Cited by: 5; All Open Access; Green Accepted Open Access; Green Open Access).

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D’Orazio, Michele; Murdocca, Michela; Mencattini, Arianna; Casti, Paola; Filippi, Joanna; Antonelli, Gianni; Giuseppe, Davide Di; Comes, Maria Colomba; Natale, Corrado D. Di; Sangiuolo, Federica Carla

Machine learning phenomics (MLP) combining deep learning with time-lapse-microscopy for monitoring colorectal adenocarcinoma cells gene expression and drug-response Journal Article

In: Scientific Reports, vol. 12, no 1, 2022, (Cited by: 27; All Open Access; Gold Open Access; Green Final Open Access; Green Open Access).

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Mencattini, Arianna; Lansche, Christine; Veith, Irina; Erbs, Philippe; Balloul, Jean Marc; Quéméneur, Éric; Descroix, Stéphanie; Mechta-Grigoriou, Fatima; Zalcman, Gérard; Zaupa, Cécile M.

Direct imaging and automatic analysis in tumor-on-chip reveal cooperative antitumoral activity of immune cells and oncolytic vaccinia virus Journal Article

In: Biosensors and Bioelectronics, vol. 215, 2022, (Cited by: 19; All Open Access; Hybrid Gold Open Access).

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Filippi, Joanna; Giuseppe, Davide Di; Casti, Paola; Mencattini, Arianna; Antonelli, Gianni; D’Orazio, Michele; Corsi, Francesca; Canosci, D. Della Morte; Ghibelli, Lina; Witte, Christian

Exploiting spectral information in Opto-Electronic Tweezers for cell classification and drug response evaluation Journal Article

In: Sensors and Actuators B: Chemical, vol. 368, 2022, (Cited by: 19).

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

Low power memristive gas sensor architectures with improved sensing accuracy Journal Article

In: Journal of Computational Electronics, vol. 21, no 4, pp. 1005 - 1016, 2022, (Cited by: 6; All Open Access; Green Accepted Open Access; Green Open Access; Hybrid Gold Open Access).

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Cascarano, Pasquale; Comes, Maria Colomba; Sebastiani, Andrea; Mencattini, Arianna; Piccolomini, Elena Loli; Martinelli, Eugenio

DeepCEL0 for 2D single-molecule localization in fluorescence microscopy Journal Article

In: Bioinformatics, vol. 38, no 5, pp. 1411 - 1419, 2022, (Cited by: 12; All Open Access; Green Accepted 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

Electro-Optical Classification of Pollen Grains via Microfluidics and Machine Learning Journal Article

In: IEEE Transactions on Biomedical Engineering, vol. 69, no 2, pp. 921 - 931, 2022, (Cited by: 31).

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Mostaccio, Alessio; Antonelli, Gianni; Occhiuzzi, Cecilia; Martinelli, Eugenio; Marrocco, Gaetano

Experimental characterization of Laser Induced Graphene (LIG) antennas for S-band wearable applications in 5G Journal Article

In: pp. 51 - 54, 2022, (Cited by: 10).

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

Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis Conference

2022, (Cited by: 3).

Links | BibTeX

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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98 dati « 1 di 2 »