Arianna Mencattini

71 papers B 3Journal 48Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	VAE-MOTION: A deep generative model for cardiomyocyte contractility analysis for improving drug efficacy evaluation. Expert Syst. Appl. Giorgia Curci, Paola Casti, Luca Sala, Marcella Brescia, Pasquale Cascarano, Michele D'Orazio, Joanna Filippi, Gianni Antonelli, Arianna Mencattini, Massimo Mastrangeli, Berend J. van Meer, Eugenio Martinelli
2025	J	`jnl`	Automatic classification of HEp-2 specimens by explainable deep learning and Jensen-Shannon reliability index. Artif. Intell. Medicine Arianna Mencattini, Tiziana Tocci, M. Nuccetelli, M. Pieri, S. Bernardini, Eugenio Martinelli
2025	J	`jnl`	Domain adaptation to enhance (2 + 1)D CNN dynamic analysis of cell collective behavior in time-lapse microscopy videos. Neural Comput. Appl. Michele D'Orazio, Donatella Pastore, Arianna Mencattini, Joanna Filippi, Gianni Antonelli, Francesca Corsi, Paola Casti, Giorgia Curci, Marcello Salmeri, Francesca Pacifici, Lina Ghibelli, David Della-Morte, Eugenio Martinelli
2024	J	`jnl`	Assembloid learning: opportunities and challenges for personalized approaches to brain functioning in health and disease. Frontiers Artif. Intell. Arianna Mencattini, Elena Daprati, David Della-Morte, Fiorella Guadagni, Federica Sangiuolo, Eugenio Martinelli
2023	J	`jnl`	CWL-PLAS: Task Workflows Assisted by Data Science Cloud Platforms. IEEE Access Andrea Detti, Ludovico Funari, Luca Petrucci, Michele D'Orazio, Arianna Mencattini, Eugenio Martinelli
2023	J	`jnl`	S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images. Expert Syst. Appl. Paola Casti, Sara Cardarelli, Maria Colomba Comes, Michele D'Orazio, Joanna Filippi, Gianni Antonelli, Arianna Mencattini, Corrado Di Natale, Eugenio Martinelli
2023	J	`jnl`	Uncertainty-Based Feature Selection for Improved Adequacy of Dermoscopic Image Classification. IEEE Trans. Instrum. Meas. Arianna Mencattini, Paola Casti, Michele D'Orazio, Gianni Antonelli, Joanna Filippi, Eugenio Martinelli
2022	J	`jnl`	DeepCEL0 for 2D single-molecule localization in fluorescence microscopy. Bioinform. Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, Eugenio Martinelli
2022	J	`jnl`	Electro-Optical Classification of Pollen Grains via Microfluidics and Machine Learning. IEEE Trans. Biomed. Eng. Michele D'Orazio, Riccardo Reale, Adele De Ninno, Maria A. Brighetti, Arianna Mencattini, Luca Businaro, Eugenio Martinelli, Paolo Bisegna, Alessandro Travaglini, Federica Caselli
2022	—	`conf`	Fabry disease automatic recognition through image processing. MeMeA Emanuele D'Angelantonio, Tiziana Tocci, Luigi Sansone, Arianna Mencattini, Matteo Antonio Russo, Antonio Pallotti
2022	—	`conf`	Robust examination of cell apoptosis timing in presence of noisy environment. MeMeA Arianna Mencattini, Paola Casti, Joanna Filippi, Michele D'Orazio, Sara Cardarelli, Gianni Antonelli, Eugenio Martinelli
2022	—	`conf`	Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis. MeMeA Paola Casti, Arianna Mencattini, Sara Cardarelli, Gianni Antonelli, Joanna Filippi, Michele D'Orazio, Eugenio Martinelli
2021	J	`jnl`	Apoptosis mapping in space and time of 3D tumor ecosystems reveals transmissibility of cytotoxic cancer death. PLoS Comput. Biol. 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
2021	J	`jnl`	Deep-MEG: spatiotemporal CNN features and multiband ensemble classification for predicting the early signs of Alzheimer's disease with magnetoencephalography. Neural Comput. Appl. Antonio Giovannetti, Gianluca Susi, Paola Casti, Arianna Mencattini, Sandra Pusil, María Eugenia López, Corrado Di Natale, Eugenio Martinelli
2021	J	`jnl`	DeepCEL0 for 2D Single Molecule Localization in Fluorescence Microscopy. CoRR Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, Eugenio Martinelli
2021	—	`conf`	Integrating Machine Learning and Sensors for the Development of Organ-on-Chip Platforms for Medical Diagnosis. AISEM Arianna Mencattini, Davide Di Giuseppe, Paola Casti, Michele D'Orazio, Joanna Filippi, Maria Colomba Comes, Gianni Antonelli, Corrado Di Natale, Eugenio Martinelli
2021	J	`jnl`	Metrological Characterization of a Pain Detection System Based on Transfer Entropy of Facial Landmarks. IEEE Trans. Instrum. Meas. Paola Casti, Arianna Mencattini, Joanna Filippi, Michele D'Orazio, Maria Colomba Comes, Davide Di Giuseppe, Eugenio Martinelli
2021	J	`jnl`	Multi-scale generative adversarial network for improved evaluation of cell-cell interactions observed in organ-on-chip experiments. Neural Comput. Appl. 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
2021	J	`jnl`	NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy. Patterns 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
2021	J	`jnl`	Recursive Deep Prior Video: A super resolution algorithm for time-lapse microscopy of organ-on-chip experiments. Medical Image Anal. Pasquale Cascarano, Maria Colomba Comes, Arianna Mencattini, Maria Carla Parrini, Elena Loli Piccolomini, Eugenio Martinelli
2020	J	`jnl`	A Camera Sensors-Based System to Study Drug Effects on In Vitro Motility: The Case of PC-3 Prostate Cancer Cells. Sensors Maria Colomba Comes, Arianna Mencattini, Davide Di Giuseppe, Joanna Filippi, Michele D'Orazio, Paola Casti, Francesca Corsi, Lina Ghibelli, Corrado Di Natale, Eugenio Martinelli
2020	—	`conf`	A Personalized Assessment Platform for Non-invasive Monitoring of Pain. MeMeA Paola Casti, Arianna Mencattini, Joanna Filippi, Michele D'Orazio, Maria Colomba Comes, Davide Di Giuseppe, Eugenio Martinelli
2020	—	`conf`	A microfluidic device for shape measurement in red blood cells (RBCs). MeMeA 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
2020	J	`jnl`	Recursive Deep Prior Video: a Super Resolution algorithm for Time-Lapse Microscopy of organ-on-chip experiments. CoRR Pasquale Cascarano, Maria Colomba Comes, Arianna Mencattini, Maria Carla Parrini, Elena Loli Piccolomini, Eugenio Martinelli
2019	J	`jnl`	A cross-cutting approach for tracking architectural distortion locii on digital breast tomosynthesis slices. Biomed. Signal Process. Control. Helder Cesar Rodigues de Oliveira, Arianna Mencattini, Paola Casti, Juliana H. Catani, Nestor de Barros, Adilson Gonzaga, Eugenio Martinelli, Marcelo Andrade da Costa Vieira
2019	J	`jnl`	Calibration of Vision-Based Measurement of Pain Intensity With Multiple Expert Observers. IEEE Trans. Instrum. Meas. Paola Casti, Arianna Mencattini, Maria Colomba Comes, Giuseppina Callari, Davide Di Giuseppe, Silvia Natoli, Mauro Dauri, Elena Daprati, Eugenio Martinelli
2019	J	`jnl`	Learning Cancer-Related Drug Efficacy Exploiting Consensus in Coordinated Motility Within Cell Clusters. IEEE Trans. Biomed. Eng. Davide Di Giuseppe, Francesca Corsi, Arianna Mencattini, Maria Colomba Comes, Paola Casti, Corrado Di Natale, Lina Ghibelli, Eugenio Martinelli
2019	J	`jnl`	Online Feature Selection for Robust Classification of the Microbiological Quality of Traditional Vanilla Cream by Means of Multispectral Imaging. Sensors Alexandra Lianou, Arianna Mencattini, Alexandro Catini, Corrado Di Natale, George-John E. Nychas, Eugenio Martinelli, Efstathios Z. Panagou
2019	J	`jnl`	The Influence of Uncertainty Contributions on Deep Learning Architectures in Vision-Based Evaluation Systems. IEEE Trans. Instrum. Meas. 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
2018	—	`conf`	A Deep Learning Strategy for Vision-Based Evaluation on the Effect of Nanoparticles Exposure. MeMeA 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
2018	—	`conf`	A Multi-label Architecture for Vision-based Measurement of Intervals of Pain. MeMeA Paola Casti, Arianna Mencattini, Maria Colomba Comes, Eugenio Martinelli, Silvia Natoli, Mauro Dauri, Elena Daprati
2018	J	`jnl`	A closed-form solution to the graph total variation problem for continuous emotion profiling in noisy environment. Speech Commun. Shaoling Jing, Xia Mao, Lijiang Chen, Maria Colomba Comes, Arianna Mencattini, Grazia Raguso, Fabien Ringeval, Björn W. Schuller, Corrado Di Natale, Eugenio Martinelli
2018	—	`conf`	Reduction of false-positives in a CAD scheme for automated detection of architectural distortion in digital mammography. Computer-Aided Diagnosis 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
2018	J	`jnl`	Uncertainty Evaluation of a VBM System for AFM Study of Cell-Cerium Oxide Nanoparticles Interactions. IEEE Trans. Instrum. Meas. Arianna Mencattini, Paola Casti, Giuseppe Fazio, Lina Ghibelli, Marco Luce, Antonio L. Cricenti, Eugenio Martinelli, Corrado Di Natale
2017	—	`conf`	AFM-based robust image analysis to contrast reversal effects in cell-cerium oxide nanoparticles interactions. I2MTC Arianna Mencattini, Paola Casti, Giuseppe Fazio, Eugenio Martinelli, Corrado Di Natale, Lina Ghibelli, Antonio L. Cricenti, Marco Luce
2017	—	`book`	Computerized Analysis of Mammographic Images for Detection and Characterization of Breast Cancer Paola Casti, Arianna Mencattini, Marcello Salmeri, Rangaraj M. Rangayyan
2017	J	`jnl`	Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models. IEEE Trans. Affect. Comput. Arianna Mencattini, Eugenio Martinelli, Fabien Ringeval, Björn W. Schuller, Corrado Di Natale
2017	J	`jnl`	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. Paola Casti, Arianna Mencattini, Marcello H. Nogueira-Barbosa, Lucas Frighetto-Pereira, Paulo Mazzoncini de Azevedo Marques, Eugenio Martinelli, Corrado Di Natale
2017	J	`jnl`	Robust classification of biological samples in atomic force microscopy images via multiple filtering cooperation. Knowl. Based Syst. 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
2017	J	`jnl`	Towards localization of malignant sites of asymmetry across bilateral mammograms. Comput. Methods Programs Biomed. Paola Casti, Arianna Mencattini, Marcello Salmeri, Antonietta Ancona, M. Lorusso, Maria Luisa Pepe, Corrado Di Natale, Eugenio Martinelli
2016	J	`jnl`	Contour-independent detection and classification of mammographic lesions. Biomed. Signal Process. Control. Paola Casti, Arianna Mencattini, Marcello Salmeri, Antonietta Ancona, Fabio Felice Mangieri, Maria Luisa Pepe, Rangaraj M. Rangayyan
2016	J	`jnl`	Identification of mammography anomalies for breast cancer detection by an ensemble of classification models based on artificial immune system. Knowl. Based Syst. Gabriele Magna, Paola Casti, Sowmya Velappa Jayaraman, Marcello Salmeri, Arianna Mencattini, Eugenio Martinelli, Corrado Di Natale
2015	J	`jnl`	Analysis of Structural Similarity in Mammograms for Detection of Bilateral Asymmetry. IEEE Trans. Medical Imaging Paola Casti, Arianna Mencattini, Marcello Salmeri, Rangaraj M. Rangayyan
2015	—	`conf`	Image processing from laser scanners for remote diagnostic and virtual fruition of cultural heritage. IWSSIP R. Fantoni, Francesco Colao, Luisa Caneve, Valeria Spizzichino, Massimiliano Guarneri, Alessandro Danielis, Mario Ferri de Collibus, Giorgio Fornetti, Massimo Francucci, Arianna Mencattini
2014	—	`conf`	Development and validation of a fully automated system for detection and diagnosis of mammographic lesions. EMBC Paola Casti, Arianna Mencattini, Marcello Salmeri, Antonietta Ancona, Fabio Felice Mangieri, Rangaraj M. Rangayyan
2014	—	`conf`	Spatial Correlation Analysis of Mammograms for Detection of Asymmetric Findings. Digital Mammography / IWDM Paola Casti, Arianna Mencattini, Marcello Salmeri, Rangaraj M. Rangayyan
2014	J	`jnl`	Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure. Knowl. Based Syst. Arianna Mencattini, Eugenio Martinelli, Giovanni Costantini, Massimiliano Todisco, Barbara Basile, Marco Bozzali, Corrado Di Natale
2013	J	`jnl`	Automatic Detection of the Nipple in Screen-Film and Full-field Digital Mammograms Using a Novel Hessian-Based Method. J. Digit. Imaging Paola Casti, Arianna Mencattini, Marcello Salmeri, Antonietta Ancona, Fabio Felice Mangieri, Maria Luisa Pepe, Rangaraj M. Rangayyan
2013	J	`jnl`	Estimation of the breast skin-line in mammograms using multidirectional Gabor filters. Comput. Biol. Medicine Paola Casti, Arianna Mencattini, Marcello Salmeri, Antonietta Ancona, Fabio Felice Mangieri, Maria Luisa Pepe, Rangaraj M. Rangayyan
2013	J	`jnl`	Extracting Fuzzy Classification Rules from Texture Segmented HRCT Lung Images. J. Digit. Imaging Manish Kakar, Arianna Mencattini, Marcello Salmeri
2013	—	`conf`	Measures of radial correlation and trend for classification of breast masses in mammograms. EMBC Paola Casti, Arianna Mencattini, Marcello Salmeri, Antonietta Ancona, Fabio Felice Mangieri, Rangaraj M. Rangayyan
2012	J	`jnl`	Breast masses detection using phase portrait analysis and fuzzy inference systems. Int. J. Comput. Assist. Radiol. Surg. Arianna Mencattini, Marcello Salmeri
2012	B	`conf`	Characterization of the breast region for computer assisted Tabar masking of paired mammographic images. CBMS Paola Casti, Arianna Mencattini, Marcello Salmeri, Maria Luisa Pepe, Fabio Felice Mangieri, Antonietta Ancona
2011	—	`conf`	Features Extraction and Fuzzy Logic based Classification for False Positives Reduction in Mammographic Images. MIAD Arianna Mencattini, Giulia Rabottino, Marcello Salmeri, Roberto Lojacono, Eleonora Tamilia
2011	J	`jnl`	Performance evaluation of a region growing procedure for mammographic breast lesion identification. Comput. Stand. Interfaces Giulia Rabottino, Arianna Mencattini, Marcello Salmeri, Federica Caselli, Roberto Lojacono
2010	J	`jnl`	Assessment of a Breast Mass Identification Procedure Using an Iris Detector. IEEE Trans. Instrum. Meas. Arianna Mencattini, Giulia Rabottino, Marcello Salmeri, Roberto Lojacono
2010	J	`jnl`	Denoising and Enhancement of Mammographic Images under the Assumption of heteroscedastic Additive Noise by an Optimal subband Thresholding. Int. J. Wavelets Multiresolution Inf. Process. Arianna Mencattini, Giulia Rabottino, Marcello Salmeri, Roberto Lojacono, Berardino Sciunzi
2010	J	`jnl`	How to Process the Random Part of RFVs: Comparison of Available Methods and New Proposal. IEEE Trans. Instrum. Meas. Arianna Mencattini, Simona Salicone
2010	J	`jnl`	Metrological Characterization of a CADx System for the Classification of Breast Masses in Mammograms. IEEE Trans. Instrum. Meas. Arianna Mencattini, Marcello Salmeri, Giulia Rabottino, Simona Salicone
2010	J	`jnl`	Uncertainty Modeling and Propagation Through RFVs for the Assessment of CADx Systems in Digital Mammography. IEEE Trans. Instrum. Meas. Arianna Mencattini, Giulia Rabottino, Simona Salicone, Marcello Salmeri
2008	B	`conf`	Breast Mass Segmentation in Mammographic Images by an Effective Region Growing Algorithm. ACIVS Arianna Mencattini, Giulia Rabottino, Marcello Salmeri, Roberto Lojacono, Emanuele Colini
2008	J	`jnl`	Mammographic Images Enhancement and Denoising for Breast Cancer Detection Using Dyadic Wavelet Processing. IEEE Trans. Instrum. Meas. Arianna Mencattini, Marcello Salmeri, Roberto Lojacono, Marco Frigerio, Federica Caselli
2008	J	`jnl`	Subband Variance Computation of homoscedastic Additive Noise in Discrete Dyadic Wavelet Transform. Int. J. Wavelets Multiresolution Inf. Process. Arianna Mencattini, Marcello Salmeri, Federica Caselli, Berardino Sciunzi, Roberto Lojacono
2007	B	`conf`	Estimation of Uncertainty in Measurement by means of Type-2 Fuzzy Variables. FUZZ-IEEE Arianna Mencattini, Marcello Salmeri, Roberto Lojacono
2005	—	`conf`	Short Term Local Meteorological Forecasting Using Type-2 Fuzzy Systems. WIRN/NAIS Arianna Mencattini, Marcello Salmeri, Stefano Bertazzoni, Roberto Lojacono, Eros Pasero, Walter Moniaci
2005	J	`jnl`	Sufficient Conditions to Impose Derivative Constraints on MISO Takagi-Sugeno Fuzzy Logic Systems. IEEE Trans. Fuzzy Syst. Arianna Mencattini, Marcello Salmeri, Adelio Salsano
2005	—	`conf`	Wavelet based adaptive algorithm for mammographic images enhancement and denoising. ICIP (1) Arianna Mencattini, Federica Caselli, Marcello Salmeri, Roberto Lojacono
2004	J	`jnl`	High spectral purity digital direct synthesizer implementation by means of a fuzzy approximator. Appl. Soft Comput. Marcello Salmeri, Arianna Mencattini, Stefano Bertazzoni, Domenico Di Giovenale, Adelio Salsano
2004	—	`conf`	Monitoring Methodology for TID Damaging of SDRAM Devices based on Retention Time Analysis. DFT Stefano Bertazzoni, Domenico Di Giovenale, Marcello Salmeri, Arianna Mencattini, Adelio Salsano, M. Florean, Jeffery Wyss, Ricardo Rando, Silvano Lora
2001	J	`jnl`	Function approximation using non-normalized SISO fuzzy systems. Int. J. Approx. Reason. Marcello Salmeri, Arianna Mencattini, Riccardo Rovatti
2001	—	`conf`	Noise estimation in digital images using fuzzy processing. ICIP (1) Marcello Salmeri, Arianna Mencattini, Adelio Salsano, Emanuele Ricci