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41
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Overview

Eugenio Martinelli is a researcher affiliated with the University of Rome Tor Vergata in Italy. Their work spans multiple interconnected fields including Engineering and Biochemistry, Genetics and Molecular Biology, with specific focus on Biomedical Engineering, Biophysics, Molecular Biology, Electrical and Electronic Engineering, and Radiology, Nuclear Medicine and Imaging.

The main topics covered in Martinelli's research include 3D Printing in Biomedical Research, Cell Image Analysis Techniques, Advanced Chemical Sensor Technologies, Innovative Microfluidic and Catalytic Techniques Innovation, Image Processing Techniques and Applications, Advanced Fluorescence Microscopy Techniques, and Analytical Chemistry and Sensors.

Martinelli has published extensively in several scientific venues. Frequent publication outlets include:

  • Scientific Reports
  • Sensors and Actuators B Chemical
  • Sensors
  • Neural Computing and Applications
  • bioRxiv (Cold Spring Harbor Laboratory)

Among recent significant papers authored or coauthored by Martinelli are:

  • "Polylactic is a Sustainable, Low Absorption, Low Autofluorescence Alternative to Other Plastics for Microfluidic and Organ-on-Chip Applications," 2020, Analytical Chemistry
  • "Early prediction of neoadjuvant chemotherapy response by exploiting a transfer learning approach on breast DCE-MRIs," 2021, Scientific Reports
  • "Discovering the hidden messages within cell trajectories using a deep learning approach for in vitro evaluation of cancer drug treatments," 2020, Scientific Reports
  • "Combining microfluidics with machine learning algorithms for RBC classification in rare hereditary hemolytic anemia," 2021, Scientific Reports
  • "Early Prediction of Breast Cancer Recurrence for Patients Treated with Neoadjuvant Chemotherapy: A Transfer Learning Approach on DCE-MRIs," 2021, Cancers

Collaboration is a notable aspect of Martinelli's research activity. Frequent coauthors include Arianna Mencattini, Michele D'Orazio, Joanna Filippi, Paola Casti, and Gianni Antonelli.

Best Publications

  • Lung cancer identification by the analysis of breath by means of an array of non-selective gas sensors.

    Corrado Di Natale;Antonella Macagnano;Eugenio Martinelli;Roberto Paolesse

  • Solid-state gas sensors for breath analysis: a review.

    Corrado Di Natale;Roberto Paolesse;Eugenio Martinelli;Rosamaria Capuano

  • An investigation on electronic nose diagnosis of lung cancer.

    Arnaldo D’Amico;Giorgio Pennazza;Marco Santonico;Eugenio Martinelli

  • Diagnostic Performance of an Electronic Nose, Fractional Exhaled Nitric Oxide, and Lung Function Testing in Asthma

    Paolo Montuschi;Marco Santonico;Chiara Mondino;Giorgio Pennazza

  • The evaluation of quality of post-harvest oranges and apples by means of an electronic nose

    Corrado Di Natale;Antonella Macagnano;Eugenio Martinelli;Roberto Paolesse

  • Olfactory systems for medical applications

    A. D’Amico;C. Di Natale;R. Paolesse;A. Macagnano

  • 3D Microfluidic model for evaluating immunotherapy efficacy by tracking dendritic cell behaviour toward tumor cells

    Stefania Parlato;Adele De Ninno;Adele De Ninno;Rosa Molfetta;Elena Toschi

  • Dissecting Effects of Anti-cancer Drugs and Cancer-Associated Fibroblasts by On-Chip Reconstitution of Immunocompetent Tumor Microenvironments.

    Marie Nguyen;Marie Nguyen;Adele De Ninno;Adele De Ninno;Arianna Mencattini;Fanny Mermet-Meillon;Fanny Mermet-Meillon

  • Comparison and integration of different electronic noses for freshness evaluation of cod-fish fillets

    Corrado Di Natale;Gudrun Olafsdottir;Sigurdur Einarsson;Eugenio Martinelli

  • Layered Double Hydroxides: A Toolbox for Chemistry and Biology

    Giuseppe Arrabito;Aurelio Bonasera;Giuseppe Prestopino;Andrea Orsini

  • Direct and two-stage data analysis procedures based on PCA, PLS-DA and ANN for ISE-based electronic tongue-Effect of supervised feature extraction.

    P. Ciosek;Z. Brzózka;W. Wróblewski;E. Martinelli

  • Counteraction of environmental disturbances of electronic nose data by independent component analysis

    Corrado Di Natale;Eugenio Martinelli;Arnaldo D’Amico

  • Identification of melanoma with a gas sensor array.

    A. D'Amico;R. Bono;G. Pennazza;M. Santonico

  • Application of metalloporphyrins-based gas and liquid sensor arrays to the analysis of red wine

    Corrado Di Natale;Roberto Paolesse;Massimiliano Burgio;Eugenio Martinelli

  • Self-adapted temperature modulation in metal-oxide semiconductor gas sensors

    Eugenio Martinelli;Davide Polese;Alexandro Catini;Arnaldo D’Amico

  • Electronic nose based investigation of the sensorial properties of peaches and nectarines

    Corrado Di Natale;Antonella Macagnano;Eugenio Martinelli;Emanuela Proietti

  • Gas-Sensitive Photoconductivity of Porphyrin-Functionalized ZnO Nanorods

    Yuvaraj Sivalingam;Eugenio Martinelli;Alexandro Catini;Gabriele Magna

  • Low-voltage low-power integrated analog lock-in amplifier for gas sensor applications

    A. D’Amico;A. De Marcellis;C. Di Carlo;C. Di Natale

  • Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure

    Arianna Mencattini;Eugenio Martinelli;Giovanni Costantini;Massimiliano Todisco

  • Feature Extraction of chemical sensors in phase space

    Eugenio Martinelli;Christian Falconi;Arnaldo D’Amico;Corrado Di Natale

  • A Fully-Analog Lock-In Amplifier With Automatic Phase Alignment for Accurate Measurements of ppb Gas Concentrations

    A. De Marcellis;G. Ferri;A. D'Amico;C. Di Natale

  • A model to predict fish quality from instrumental features

    A. Macagnano;M. Careche;A. Herrero;R. Paolesse

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

    Alfredo Edoardo Ongaro;Alfredo Edoardo Ongaro;Alfredo Edoardo Ongaro;Davide Di Giuseppe;Ali Kermanizadeh;Allende Miguelez Crespo

  • Sensitivity-selectivity balance in mass sensors: the case of metalloporphyrins

    C. Di Natale;R. Paolesse;A. Macagnano;S. Nardis

  • Investigation of quartz microbalance and ChemFET transduction of molecular recognition events in a metalloporphyrin film

    Corrado Di Natale;Kristina Buchholt;Eugenio Martinelli;Roberto Paolesse

  • Detection and identification of cancers by the electronic nose.

    Arnaldo D'Amico;Corrado Di Natale;Christian Falconi;Eugenio Martinelli

  • Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models

    Arianna Mencattini;Eugenio Martinelli;Fabien Ringeval;Bjorn Schuller

Frequent Co-Authors

Corrado Di Natale
Corrado Di Natale University of Rome Tor Vergata
Roberto Paolesse
Roberto Paolesse University of Rome Tor Vergata
Arnaldo D'Amico
Arnaldo D'Amico University of Rome Tor Vergata
Ingemar Lundström
Ingemar Lundström Linköping University
Antonella Macagnano
Antonella Macagnano University of Rome Tor Vergata
Giuseppe Ferri
Giuseppe Ferri University of L'Aquila
Björn Schuller
Björn Schuller Imperial College London
Fabien Ringeval
Fabien Ringeval Grenoble Alpes University
Vincenzo Stornelli
Vincenzo Stornelli University of L'Aquila
Josep Samitier
Josep Samitier University of Barcelona

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