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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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2020 – today
- 2024
- [j43]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]Andrea Detti
, Ludovico Funari
CWL-PLAS: Task Workflows Assisted by Data Science Cloud Platforms. IEEE Access 11: 44092-44106 (2023) - [j41]Paola Casti, Sara Cardarelli
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) - [j40]Arianna Mencattini
Uncertainty-Based Feature Selection for Improved Adequacy of Dermoscopic Image Classification. IEEE Trans. Instrum. Meas. 72: 1-9 (2023) - 2022
- [j39]Pasquale Cascarano, Maria Colomba Comes
DeepCEL0 for 2D single-molecule localization in fluorescence microscopy. Bioinform. 38(5): 1411-1419 (2022) - [j38]Michele D'Orazio
Electro-Optical Classification of Pollen Grains via Microfluidics and Machine Learning. IEEE Trans. Biomed. Eng. 69(2): 921-931 (2022) - [c22]Paola Casti, Arianna Mencattini, Sara Cardarelli, Gianni Antonelli
Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis. MeMeA 2022: 1-6 - [c21]Emanuele D'Angelantonio, Tiziana Tocci, Luigi Sansone
Fabry disease automatic recognition through image processing. MeMeA 2022: 1-6 - [c20]Arianna Mencattini, Paola Casti, Joanna Filippi, Michele D'Orazio
Robust examination of cell apoptosis timing in presence of noisy environment. MeMeA 2022: 1-5 - 2021
- [j37]Pasquale Cascarano
Recursive Deep Prior Video: A super resolution algorithm for time-lapse microscopy of organ-on-chip experiments. Medical Image Anal. 72: 102124 (2021) - [j36]Maria Colomba Comes
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]Antonio Giovannetti, Gianluca Susi
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]Arianna Mencattini
NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy. Patterns 2(6): 100261 (2021) - [j33]Irina Veith
Apoptosis mapping in space and time of 3D tumor ecosystems reveals transmissibility of cytotoxic cancer death. PLoS Comput. Biol. 17(3) (2021) - [j32]Paola Casti
Metrological Characterization of a Pain Detection System Based on Transfer Entropy of Facial Landmarks. IEEE Trans. Instrum. Meas. 70: 1-8 (2021) - [c19]Arianna Mencattini, Davide Di Giuseppe, Paola Casti, Michele D'Orazio
Integrating Machine Learning and Sensors for the Development of Organ-on-Chip Platforms for Medical Diagnosis. AISEM 2021: 45-52 - [i2]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
- [j31]Maria Colomba Comes
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) - [c18]Paola Casti, Arianna Mencattini, Joanna Filippi, Michele D'Orazio
A Personalized Assessment Platform for Non-invasive Monitoring of Pain. MeMeA 2020: 1-5 - [c17]Arianna Mencattini, Davide Di Giuseppe, Michele D'Orazio
A microfluidic device for shape measurement in red blood cells (RBCs). MeMeA 2020: 1-5 - [i1]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)
2010 – 2019
- 2019
- [j30]Helder Cesar Rodigues de Oliveira
A cross-cutting approach for tracking architectural distortion locii on digital breast tomosynthesis slices. Biomed. Signal Process. Control. 50: 92-102 (2019) - [j29]Alexandra Lianou, Arianna Mencattini
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]Davide Di Giuseppe
Learning Cancer-Related Drug Efficacy Exploiting Consensus in Coordinated Motility Within Cell Clusters. IEEE Trans. Biomed. Eng. 66(10): 2882-2888 (2019) - [j27]Giuseppina Callari, Arianna Mencattini
The Influence of Uncertainty Contributions on Deep Learning Architectures in Vision-Based Evaluation Systems. IEEE Trans. Instrum. Meas. 68(7): 2425-2432 (2019) - [j26]Paola Casti
Calibration of Vision-Based Measurement of Pain Intensity With Multiple Expert Observers. IEEE Trans. Instrum. Meas. 68(7): 2442-2450 (2019) - 2018
- [j25]Shaoling Jing
A closed-form solution to the graph total variation problem for continuous emotion profiling in noisy environment. Speech Commun. 104: 66-72 (2018) - [j24]Arianna Mencattini
Uncertainty Evaluation of a VBM System for AFM Study of Cell-Cerium Oxide Nanoparticles Interactions. IEEE Trans. Instrum. Meas. 67(7): 1564-1572 (2018) - [c16]Paola Casti, Arianna Mencattini, Maria Colomba Comes
A Multi-label Architecture for Vision-based Measurement of Intervals of Pain. MeMeA 2018: 1-5 - [c15]Arianna Mencattini, Paola Casti, Davide Di Giuseppe
A Deep Learning Strategy for Vision-Based Evaluation on the Effect of Nanoparticles Exposure. MeMeA 2018: 1-5 - [c14]Helder Cesar Rodigues de Oliveira
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
- [b1]Paola Casti
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 - [j23]Paola Casti
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]Paola Casti
Towards localization of malignant sites of asymmetry across bilateral mammograms. Comput. Methods Programs Biomed. 140: 11-18 (2017) - [j21]Paola Casti, Arianna Mencattini, Innocenzo Sammarco, Sowmya Velappa Jayaraman, Gabriele Magna
Robust classification of biological samples in atomic force microscopy images via multiple filtering cooperation. Knowl. Based Syst. 133: 221-233 (2017) - [j20]Arianna Mencattini, Eugenio Martinelli, Fabien Ringeval, Björn W. Schuller
Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models. IEEE Trans. Affect. Comput. 8(3): 314-327 (2017) - [c13]Arianna Mencattini, Paola Casti, Giuseppe Fazio, Eugenio Martinelli, Corrado Di Natale, Lina Ghibelli
AFM-based robust image analysis to contrast reversal effects in cell-cerium oxide nanoparticles interactions. I2MTC 2017: 1-5 - 2016
- [j19]Paola Casti
Contour-independent detection and classification of mammographic lesions. Biomed. Signal Process. Control. 25: 165-177 (2016) - [j18]Gabriele Magna
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
- [j17]Paola Casti
Analysis of Structural Similarity in Mammograms for Detection of Bilateral Asymmetry. IEEE Trans. Medical Imaging 34(2): 662-671 (2015) - [c12]R. Fantoni, Francesco Colao, Luisa Caneve, Valeria Spizzichino
Image processing from laser scanners for remote diagnostic and virtual fruition of cultural heritage. IWSSIP 2015: 339-342 - 2014
- [j16]Arianna Mencattini
Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure. Knowl. Based Syst. 63: 68-81 (2014) - [c11]Paola Casti
Development and validation of a fully automated system for detection and diagnosis of mammographic lesions. EMBC 2014: 4667-4670 - [c10]Paola Casti
Spatial Correlation Analysis of Mammograms for Detection of Asymmetric Findings. Digital Mammography / IWDM 2014: 558-564 - 2013
- [j15]Paola Casti
Estimation of the breast skin-line in mammograms using multidirectional Gabor filters. Comput. Biol. Medicine 43(11): 1870-1881 (2013) - [j14]Manish Kakar, Arianna Mencattini
Extracting Fuzzy Classification Rules from Texture Segmented HRCT Lung Images. J. Digit. Imaging 26(2): 227-238 (2013) - [j13]Paola Casti
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) - [c9]Paola Casti
Measures of radial correlation and trend for classification of breast masses in mammograms. EMBC 2013: 6490-6493 - 2012
- [j12]Arianna Mencattini
Breast masses detection using phase portrait analysis and fuzzy inference systems. Int. J. Comput. Assist. Radiol. Surg. 7(4): 573-583 (2012) - [c8]Paola Casti
Characterization of the breast region for computer assisted Tabar masking of paired mammographic images. CBMS 2012: 1-6 - 2011
- [j11]Giulia Rabottino, Arianna Mencattini
Performance evaluation of a region growing procedure for mammographic breast lesion identification. Comput. Stand. Interfaces 33(2): 128-135 (2011) - [c7]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 - 2010
- [j10]Arianna Mencattini
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) - [j9]Arianna Mencattini
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]Arianna Mencattini
Uncertainty Modeling and Propagation Through RFVs for the Assessment of CADx Systems in Digital Mammography. IEEE Trans. Instrum. Meas. 59(1): 27-38 (2010) - [j7]Arianna Mencattini
Assessment of a Breast Mass Identification Procedure Using an Iris Detector. IEEE Trans. Instrum. Meas. 59(10): 2505-2512 (2010) - [j6]Arianna Mencattini
Metrological Characterization of a CADx System for the Classification of Breast Masses in Mammograms. IEEE Trans. Instrum. Meas. 59(11): 2792-2799 (2010)
2000 – 2009
- 2008
- [j5]Arianna Mencattini
Subband Variance Computation of homoscedastic Additive Noise in Discrete Dyadic Wavelet Transform. Int. J. Wavelets Multiresolution Inf. Process. 6(6): 895-906 (2008) - [j4]Arianna Mencattini
Mammographic Images Enhancement and Denoising for Breast Cancer Detection Using Dyadic Wavelet Processing. IEEE Trans. Instrum. Meas. 57(7): 1422-1430 (2008) - [c6]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]Arianna Mencattini
Estimation of Uncertainty in Measurement by means of Type-2 Fuzzy Variables. FUZZ-IEEE 2007: 1-6 - 2005
- [j3]Arianna Mencattini
Sufficient Conditions to Impose Derivative Constraints on MISO Takagi-Sugeno Fuzzy Logic Systems. IEEE Trans. Fuzzy Syst. 13(4): 454-467 (2005) - [c4]Arianna Mencattini
Wavelet based adaptive algorithm for mammographic images enhancement and denoising. ICIP (1) 2005: 1141-1144 - [c3]Arianna Mencattini
Short Term Local Meteorological Forecasting Using Type-2 Fuzzy Systems. WIRN/NAIS 2005: 95-104 - 2004
- [j2]Marcello Salmeri, Arianna Mencattini
High spectral purity digital direct synthesizer implementation by means of a fuzzy approximator. Appl. Soft Comput. 4(3): 241-257 (2004) - [c2]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
- [j1]Marcello Salmeri, Arianna Mencattini
Function approximation using non-normalized SISO fuzzy systems. Int. J. Approx. Reason. 26(3): 211-231 (2001) - [c1]Marcello Salmeri, Arianna Mencattini, Adelio Salsano, Emanuele Ricci:
Noise estimation in digital images using fuzzy processing. ICIP (1) 2001: 517-520
Coauthor Index
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last updated on 2024-10-07 21:18 CEST by the dblp team
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