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Arianna Mencattini

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affiliation: University of Rome Tor Vergata, Department of Electronics Engineering, Italy

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2017
[b1]
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Paola Casti, Arianna Mencattini, Marcello Salmeri, Rangaraj M. Rangayyan:
Computerized Analysis of Mammographic Images for Detection and Characterization of Breast Cancer. Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers 2017, ISBN 978-3-031-00536-7

Journal Articles

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2024
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Arianna Mencattini, Elena Daprati, David Della-Morte, Fiorella Guadagni, Federica Sangiuolo, Eugenio Martinelli:
Assembloid learning: opportunities and challenges for personalized approaches to brain functioning in health and disease. Frontiers Artif. Intell. 7 (2024)
2023
[j42]
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Andrea Detti, Ludovico Funari, Luca Petrucci, Michele D'Orazio, Arianna Mencattini, Eugenio Martinelli:
CWL-PLAS: Task Workflows Assisted by Data Science Cloud Platforms. IEEE Access 11: 44092-44106 (2023)
[j41]
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Paola Casti, Sara Cardarelli, Maria Colomba Comes, Michele D'Orazio, Joanna Filippi, Gianni Antonelli, Arianna Mencattini, Corrado Di Natale, Eugenio Martinelli:
S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images. Expert Syst. Appl. 232: 120861 (2023)
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Arianna Mencattini, Paola Casti, Michele D'Orazio, Gianni Antonelli, Joanna Filippi, Eugenio Martinelli:
Uncertainty-Based Feature Selection for Improved Adequacy of Dermoscopic Image Classification. IEEE Trans. Instrum. Meas. 72: 1-9 (2023)
2022
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Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, Eugenio Martinelli:
DeepCEL0 for 2D single-molecule localization in fluorescence microscopy. Bioinform. 38(5): 1411-1419 (2022)
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Michele D'Orazio, Riccardo Reale, Adele De Ninno, Maria A. Brighetti, Arianna Mencattini, Luca Businaro, Eugenio Martinelli, Paolo Bisegna, Alessandro Travaglini, Federica Caselli:
Electro-Optical Classification of Pollen Grains via Microfluidics and Machine Learning. IEEE Trans. Biomed. Eng. 69(2): 921-931 (2022)
2021
[j37]
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Pasquale Cascarano, Maria Colomba Comes, Arianna Mencattini, Maria Carla Parrini, Elena Loli Piccolomini, Eugenio Martinelli:
Recursive Deep Prior Video: A super resolution algorithm for time-lapse microscopy of organ-on-chip experiments. Medical Image Anal. 72: 102124 (2021)
[j36]
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Maria Colomba Comes, Joanna Filippi, Arianna Mencattini, Paola Casti, Giulia Cerrato, Allan Sauvat, Erika Vacchelli, Adele De Ninno, Davide Di Giuseppe, Michele D'Orazio, Fabrizio Mattei, Giovanna Schiavoni, Luca Businaro, Corrado Di Natale, Guido Kroemer, Eugenio Martinelli:
Multi-scale generative adversarial network for improved evaluation of cell-cell interactions observed in organ-on-chip experiments. Neural Comput. Appl. 33(8): 3671-3689 (2021)
[j35]
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Antonio Giovannetti, Gianluca Susi, Paola Casti, Arianna Mencattini, Sandra Pusil, María Eugenia López, Corrado Di Natale, Eugenio Martinelli:
Deep-MEG: spatiotemporal CNN features and multiband ensemble classification for predicting the early signs of Alzheimer's disease with magnetoencephalography. Neural Comput. Appl. 33(21): 14651-14667 (2021)
[j34]
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Arianna Mencattini, Alida Spalloni, Paola Casti, Maria Colomba Comes, Davide Di Giuseppe, Gianni Antonelli, Michele D'Orazio, Joanna Filippi, Francesca Corsi, Hervé Isambert, Corrado Di Natale, Patrizia Longone, Eugenio Martinelli:
NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy. Patterns 2(6): 100261 (2021)
[j33]
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Irina Veith, Arianna Mencattini, Valentin Picant, Marco Serra, Marine Leclerc, Maria Colomba Comes, Fathia Mami-Chouaib, Jacques Camonis, Stéphanie Descroix, Hamasseh Shirvani, Fatima Mechta-Grigoriou, Gérard Zalcman, Maria Carla Parrini, Eugenio Martinelli:
Apoptosis mapping in space and time of 3D tumor ecosystems reveals transmissibility of cytotoxic cancer death. PLoS Comput. Biol. 17(3) (2021)
[j32]
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Paola Casti, Arianna Mencattini, Joanna Filippi, Michele D'Orazio, Maria Colomba Comes, Davide Di Giuseppe, Eugenio Martinelli:
Metrological Characterization of a Pain Detection System Based on Transfer Entropy of Facial Landmarks. IEEE Trans. Instrum. Meas. 70: 1-8 (2021)
2020
[j31]
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Maria Colomba Comes, Arianna Mencattini, Davide Di Giuseppe, Joanna Filippi, Michele D'Orazio, Paola Casti, Francesca Corsi, Lina Ghibelli, Corrado Di Natale, Eugenio Martinelli:
A Camera Sensors-Based System to Study Drug Effects on In Vitro Motility: The Case of PC-3 Prostate Cancer Cells. Sensors 20(5): 1531 (2020)
2019
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Helder Cesar Rodigues de Oliveira, Arianna Mencattini, Paola Casti, Juliana H. Catani, Nestor de Barros, Adilson Gonzaga, Eugenio Martinelli, Marcelo Andrade da Costa Vieira:
A cross-cutting approach for tracking architectural distortion locii on digital breast tomosynthesis slices. Biomed. Signal Process. Control. 50: 92-102 (2019)
[j29]
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Alexandra Lianou, Arianna Mencattini, Alexandro Catini, Corrado Di Natale, George-John E. Nychas, Eugenio Martinelli, Efstathios Z. Panagou:
Online Feature Selection for Robust Classification of the Microbiological Quality of Traditional Vanilla Cream by Means of Multispectral Imaging. Sensors 19(19): 4071 (2019)
[j28]
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Davide Di Giuseppe, Francesca Corsi, Arianna Mencattini, Maria Colomba Comes, Paola Casti, Corrado Di Natale, Lina Ghibelli, Eugenio Martinelli:
Learning Cancer-Related Drug Efficacy Exploiting Consensus in Coordinated Motility Within Cell Clusters. IEEE Trans. Biomed. Eng. 66(10): 2882-2888 (2019)
[j27]
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Giuseppina Callari, Arianna Mencattini, Paola Casti, Maria Colomba Comes, Davide Di Giuseppe, Corrado Di Natale, Innocenzo Sammarco, Antonio Pietroiusti, Andrea Magrini, Giorgio Isidoro Lesci, Marco Luce, Antonio L. Cricenti, Eugenio Martinelli:
The Influence of Uncertainty Contributions on Deep Learning Architectures in Vision-Based Evaluation Systems. IEEE Trans. Instrum. Meas. 68(7): 2425-2432 (2019)
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Paola Casti, Arianna Mencattini, Maria Colomba Comes, Giuseppina Callari, Davide Di Giuseppe, Silvia Natoli, Mauro Dauri, Elena Daprati, Eugenio Martinelli:
Calibration of Vision-Based Measurement of Pain Intensity With Multiple Expert Observers. IEEE Trans. Instrum. Meas. 68(7): 2442-2450 (2019)
2018
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Shaoling Jing, Xia Mao, Lijiang Chen, Maria Colomba Comes, Arianna Mencattini, Grazia Raguso, Fabien Ringeval, Björn W. Schuller, Corrado Di Natale, Eugenio Martinelli:
A closed-form solution to the graph total variation problem for continuous emotion profiling in noisy environment. Speech Commun. 104: 66-72 (2018)
[j24]
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Arianna Mencattini, Paola Casti, Giuseppe Fazio, Lina Ghibelli, Marco Luce, Antonio L. Cricenti, Eugenio Martinelli, Corrado Di Natale:
Uncertainty Evaluation of a VBM System for AFM Study of Cell-Cerium Oxide Nanoparticles Interactions. IEEE Trans. Instrum. Meas. 67(7): 1564-1572 (2018)
2017
[j23]
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Paola Casti, Arianna Mencattini, Marcello H. Nogueira-Barbosa, Lucas Frighetto-Pereira, Paulo Mazzoncini de Azevedo Marques, Eugenio Martinelli, Corrado Di Natale:
Cooperative strategy for a dynamic ensemble of classification models in clinical applications: the case of MRI vertebral compression fractures. Int. J. Comput. Assist. Radiol. Surg. 12(11): 1971-1983 (2017)
[j22]
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Paola Casti, Arianna Mencattini, Marcello Salmeri, Antonietta Ancona, M. Lorusso, Maria Luisa Pepe, Corrado Di Natale, Eugenio Martinelli:
Towards localization of malignant sites of asymmetry across bilateral mammograms. Comput. Methods Programs Biomed. 140: 11-18 (2017)
[j21]
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Paola Casti, Arianna Mencattini, Innocenzo Sammarco, Sowmya Velappa Jayaraman, Gabriele Magna, Antonio L. Cricenti, Marco Luce, Antonio Pietroiusti, Giorgio Isidoro Lesci, Luigi Ferrucci, Andrea Magrini, Eugenio Martinelli, Corrado Di Natale:
Robust classification of biological samples in atomic force microscopy images via multiple filtering cooperation. Knowl. Based Syst. 133: 221-233 (2017)
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Arianna Mencattini, Eugenio Martinelli, Fabien Ringeval, Björn W. Schuller, Corrado Di Natale:
Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models. IEEE Trans. Affect. Comput. 8(3): 314-327 (2017)
2016
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Paola Casti, Arianna Mencattini, Marcello Salmeri, Antonietta Ancona, Fabio Felice Mangieri, Maria Luisa Pepe, Rangaraj M. Rangayyan:
Contour-independent detection and classification of mammographic lesions. Biomed. Signal Process. Control. 25: 165-177 (2016)
[j18]
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Gabriele Magna, Paola Casti, Sowmya Velappa Jayaraman, Marcello Salmeri, Arianna Mencattini, Eugenio Martinelli, Corrado Di Natale:
Identification of mammography anomalies for breast cancer detection by an ensemble of classification models based on artificial immune system. Knowl. Based Syst. 101: 60-70 (2016)
2015
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Paola Casti, Arianna Mencattini, Marcello Salmeri, Rangaraj M. Rangayyan:
Analysis of Structural Similarity in Mammograms for Detection of Bilateral Asymmetry. IEEE Trans. Medical Imaging 34(2): 662-671 (2015)
2014
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Arianna Mencattini, Eugenio Martinelli, Giovanni Costantini, Massimiliano Todisco, Barbara Basile, Marco Bozzali, Corrado Di Natale:
Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure. Knowl. Based Syst. 63: 68-81 (2014)
2013
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Paola Casti, Arianna Mencattini, Marcello Salmeri, Antonietta Ancona, Fabio Felice Mangieri, Maria Luisa Pepe, Rangaraj M. Rangayyan:
Estimation of the breast skin-line in mammograms using multidirectional Gabor filters. Comput. Biol. Medicine 43(11): 1870-1881 (2013)
[j14]
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Manish Kakar, Arianna Mencattini, Marcello Salmeri:
Extracting Fuzzy Classification Rules from Texture Segmented HRCT Lung Images. J. Digit. Imaging 26(2): 227-238 (2013)
[j13]
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Paola Casti, Arianna Mencattini, Marcello Salmeri, Antonietta Ancona, Fabio Felice Mangieri, Maria Luisa Pepe, Rangaraj M. Rangayyan:
Automatic Detection of the Nipple in Screen-Film and Full-field Digital Mammograms Using a Novel Hessian-Based Method. J. Digit. Imaging 26(5): 948-957 (2013)
2012
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Arianna Mencattini, Marcello Salmeri:
Breast masses detection using phase portrait analysis and fuzzy inference systems. Int. J. Comput. Assist. Radiol. Surg. 7(4): 573-583 (2012)
2011
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Giulia Rabottino, Arianna Mencattini, Marcello Salmeri, Federica Caselli, Roberto Lojacono:
Performance evaluation of a region growing procedure for mammographic breast lesion identification. Comput. Stand. Interfaces 33(2): 128-135 (2011)
2010
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Arianna Mencattini, Giulia Rabottino, Marcello Salmeri, Roberto Lojacono, Berardino Sciunzi:
Denoising and Enhancement of Mammographic Images under the Assumption of heteroscedastic Additive Noise by an Optimal subband Thresholding. Int. J. Wavelets Multiresolution Inf. Process. 8(5): 713-741 (2010)
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Arianna Mencattini, Simona Salicone:
How to Process the Random Part of RFVs: Comparison of Available Methods and New Proposal. IEEE Trans. Instrum. Meas. 59(1): 15-26 (2010)
[j8]
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Arianna Mencattini, Giulia Rabottino, Simona Salicone, Marcello Salmeri:
Uncertainty Modeling and Propagation Through RFVs for the Assessment of CADx Systems in Digital Mammography. IEEE Trans. Instrum. Meas. 59(1): 27-38 (2010)
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Arianna Mencattini, Giulia Rabottino, Marcello Salmeri, Roberto Lojacono:
Assessment of a Breast Mass Identification Procedure Using an Iris Detector. IEEE Trans. Instrum. Meas. 59(10): 2505-2512 (2010)
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Arianna Mencattini, Marcello Salmeri, Giulia Rabottino, Simona Salicone:
Metrological Characterization of a CADx System for the Classification of Breast Masses in Mammograms. IEEE Trans. Instrum. Meas. 59(11): 2792-2799 (2010)
2008
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Arianna Mencattini, Marcello Salmeri, Federica Caselli, Berardino Sciunzi, Roberto Lojacono:
Subband Variance Computation of homoscedastic Additive Noise in Discrete Dyadic Wavelet Transform. Int. J. Wavelets Multiresolution Inf. Process. 6(6): 895-906 (2008)
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Arianna Mencattini, Marcello Salmeri, Roberto Lojacono, Marco Frigerio, Federica Caselli:
Mammographic Images Enhancement and Denoising for Breast Cancer Detection Using Dyadic Wavelet Processing. IEEE Trans. Instrum. Meas. 57(7): 1422-1430 (2008)
2005
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Arianna Mencattini, Marcello Salmeri, Adelio Salsano:
Sufficient Conditions to Impose Derivative Constraints on MISO Takagi-Sugeno Fuzzy Logic Systems. IEEE Trans. Fuzzy Syst. 13(4): 454-467 (2005)
2004
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Marcello Salmeri, Arianna Mencattini, Stefano Bertazzoni, Domenico Di Giovenale, Adelio Salsano:
High spectral purity digital direct synthesizer implementation by means of a fuzzy approximator. Appl. Soft Comput. 4(3): 241-257 (2004)
2001
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Marcello Salmeri, Arianna Mencattini, Riccardo Rovatti:
Function approximation using non-normalized SISO fuzzy systems. Int. J. Approx. Reason. 26(3): 211-231 (2001)

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2022
[c22]
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  - conf/memea/CastiMCAFDM22
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Paola Casti, Arianna Mencattini, Sara Cardarelli, Gianni Antonelli, Joanna Filippi, Michele D'Orazio, Eugenio Martinelli:
Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis. MeMeA 2022: 1-6
[c21]
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  - conf/memea/DAngelantonioTS22
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Emanuele D'Angelantonio, Tiziana Tocci, Luigi Sansone, Arianna Mencattini, Matteo Antonio Russo, Antonio Pallotti:
Fabry disease automatic recognition through image processing. MeMeA 2022: 1-6
[c20]
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  - conf/memea/MencattiniCFDCA22
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Arianna Mencattini, Paola Casti, Joanna Filippi, Michele D'Orazio, Sara Cardarelli, Gianni Antonelli, Eugenio Martinelli:
Robust examination of cell apoptosis timing in presence of noisy environment. MeMeA 2022: 1-5
2021
[c19]
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  - conf/aisem/MencattiniGCDFC21
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Arianna Mencattini, Davide Di Giuseppe, Paola Casti, Michele D'Orazio, Joanna Filippi, Maria Colomba Comes, Gianni Antonelli, Corrado Di Natale, Eugenio Martinelli:
Integrating Machine Learning and Sensors for the Development of Organ-on-Chip Platforms for Medical Diagnosis. AISEM 2021: 45-52
2020
[c18]
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  - conf/memea/CastiMFDCGM20
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Paola Casti, Arianna Mencattini, Joanna Filippi, Michele D'Orazio, Maria Colomba Comes, Davide Di Giuseppe, Eugenio Martinelli:
A Personalized Assessment Platform for Non-invasive Monitoring of Pain. MeMeA 2020: 1-5
[c17]
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Arianna Mencattini, Davide Di Giuseppe, Michele D'Orazio, Valeria Rizzuto, M. M. Mañú Pereira, Maria Colomba Comes, Maria José Lopez-Martinez, Josep Samitier, Eugenio Martinelli:
A microfluidic device for shape measurement in red blood cells (RBCs). MeMeA 2020: 1-5
2018
[c16]
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Paola Casti, Arianna Mencattini, Maria Colomba Comes, Eugenio Martinelli, Silvia Natoli, Mauro Dauri, Elena Daprati:
A Multi-label Architecture for Vision-based Measurement of Intervals of Pain. MeMeA 2018: 1-5
[c15]
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  - conf/memea/MencattiniCGCSB18
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Arianna Mencattini, Paola Casti, Davide Di Giuseppe, Giuseppina Callari, Marcello Salmeri, Stefano Bertazzoni, Eugenio Martinelli, Antonio L. Cricenti, Marco Luce, Innocenzo Sammarco, Antonio Pietroiusti, Andrea Magrini, Giorgio Isidoro Lesci, Luigi Ferrucci:
A Deep Learning Strategy for Vision-Based Evaluation on the Effect of Nanoparticles Exposure. MeMeA 2018: 1-5
[c14]
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  - conf/micad/OliveiraMCMNCBM18
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Helder Cesar Rodigues de Oliveira, Arianna Mencattini, Paola Casti, Eugenio Martinelli, Corrado Di Natale, Juliana H. Catani, Nestor de Barros, Carlos F. E. Melo, Adilson Gonzaga, Marcelo Andrade da Costa Vieira:
Reduction of false-positives in a CAD scheme for automated detection of architectural distortion in digital mammography. Medical Imaging: Computer-Aided Diagnosis 2018: 105752P
2017
[c13]
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Arianna Mencattini, Paola Casti, Giuseppe Fazio, Eugenio Martinelli, Corrado Di Natale, Lina Ghibelli, Antonio L. Cricenti, Marco Luce:
AFM-based robust image analysis to contrast reversal effects in cell-cerium oxide nanoparticles interactions. I2MTC 2017: 1-5
2015
[c12]
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  - conf/iwssip/FantoniCCSGDCFF15
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R. Fantoni, Francesco Colao, Luisa Caneve, Valeria Spizzichino, Massimiliano Guarneri, Alessandro Danielis, Mario Ferri de Collibus, Giorgio Fornetti, Massimo Francucci, Arianna Mencattini:
Image processing from laser scanners for remote diagnostic and virtual fruition of cultural heritage. IWSSIP 2015: 339-342
2014
[c11]
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Paola Casti, Arianna Mencattini, Marcello Salmeri, Antonietta Ancona, Fabio Felice Mangieri, Rangaraj M. Rangayyan:
Development and validation of a fully automated system for detection and diagnosis of mammographic lesions. EMBC 2014: 4667-4670
[c10]
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Paola Casti, Arianna Mencattini, Marcello Salmeri, Rangaraj M. Rangayyan:
Spatial Correlation Analysis of Mammograms for Detection of Asymmetric Findings. Digital Mammography / IWDM 2014: 558-564
2013
[c9]
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Paola Casti, Arianna Mencattini, Marcello Salmeri, Antonietta Ancona, Fabio Felice Mangieri, Rangaraj M. Rangayyan:
Measures of radial correlation and trend for classification of breast masses in mammograms. EMBC 2013: 6490-6493
2012
[c8]
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Paola Casti, Arianna Mencattini, Marcello Salmeri, Maria Luisa Pepe, Fabio Felice Mangieri, Antonietta Ancona:
Characterization of the breast region for computer assisted Tabar masking of paired mammographic images. CBMS 2012: 1-6
2011
[c7]
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  - conf/biostec/MencattiniRSLT11
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Arianna Mencattini, Giulia Rabottino, Marcello Salmeri, Roberto Lojacono, Eleonora Tamilia:
Features Extraction and Fuzzy Logic based Classification for False Positives Reduction in Mammographic Images. MIAD 2011: 13-25
2008
[c6]
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Arianna Mencattini, Giulia Rabottino, Marcello Salmeri, Roberto Lojacono, Emanuele Colini:
Breast Mass Segmentation in Mammographic Images by an Effective Region Growing Algorithm. ACIVS 2008: 948-957
2007
[c5]
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  - conf/fuzzIEEE/MencattiniSL07
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Arianna Mencattini, Marcello Salmeri, Roberto Lojacono:
Estimation of Uncertainty in Measurement by means of Type-2 Fuzzy Variables. FUZZ-IEEE 2007: 1-6
2005
[c4]
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  - conf/icip/MencattiniCSL05
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Arianna Mencattini, Federica Caselli, Marcello Salmeri, Roberto Lojacono:
Wavelet based adaptive algorithm for mammographic images enhancement and denoising. ICIP (1) 2005: 1141-1144
[c3]
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  - conf/wirn/MencattiniSBLPM05
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Arianna Mencattini, Marcello Salmeri, Stefano Bertazzoni, Roberto Lojacono, Eros Pasero, Walter Moniaci:
Short Term Local Meteorological Forecasting Using Type-2 Fuzzy Systems. WIRN/NAIS 2005: 95-104
2004
[c2]
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  - conf/dft/BertazzoniGSMSFWRL04
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Stefano Bertazzoni, Domenico Di Giovenale, Marcello Salmeri, Arianna Mencattini, Adelio Salsano, M. Florean, Jeffery Wyss, Ricardo Rando, Silvano Lora:
Monitoring Methodology for TID Damaging of SDRAM Devices based on Retention Time Analysis. DFT 2004: 106-110
2001
[c1]
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  - conf/icip/SalmeriMSR01
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Marcello Salmeri, Arianna Mencattini, Adelio Salsano, Emanuele Ricci:
Noise estimation in digital images using fuzzy processing. ICIP (1) 2001: 517-520

Informal and Other Publications

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What is the meaning of the colors in the publication lists?

2021
[i2]
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  - journals/corr/abs-2107-02281
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Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, Eugenio Martinelli:
DeepCEL0 for 2D Single Molecule Localization in Fluorescence Microscopy. CoRR abs/2107.02281 (2021)
2020
[i1]
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  - journals/corr/abs-2011-09855
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Pasquale Cascarano, Maria Colomba Comes, Arianna Mencattini, Maria Carla Parrini, Elena Loli Piccolomini, Eugenio Martinelli:
Recursive Deep Prior Video: a Super Resolution algorithm for Time-Lapse Microscopy of organ-on-chip experiments. CoRR abs/2011.09855 (2020)

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