Arianna Mencattini

Orcid: 0000-0002-3753-0457

Affiliations:
  • University of Rome Tor Vergata, Department of Electronics Engineering, Italy


According to our database1, Arianna Mencattini authored at least 66 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Assembloid learning: opportunities and challenges for personalized approaches to brain functioning in health and disease.
Frontiers Artif. Intell., 2024

2023
S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images.
Expert Syst. Appl., December, 2023

Uncertainty-Based Feature Selection for Improved Adequacy of Dermoscopic Image Classification.
IEEE Trans. Instrum. Meas., 2023

CWL-PLAS: Task Workflows Assisted by Data Science Cloud Platforms.
IEEE Access, 2023

2022
Electro-Optical Classification of Pollen Grains via Microfluidics and Machine Learning.
IEEE Trans. Biomed. Eng., 2022

DeepCEL0 for 2D single-molecule localization in fluorescence microscopy.
Bioinform., 2022

Robust examination of cell apoptosis timing in presence of noisy environment.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Fabry disease automatic recognition through image processing.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

2021
Metrological Characterization of a Pain Detection System Based on Transfer Entropy of Facial Landmarks.
IEEE Trans. Instrum. Meas., 2021

Apoptosis mapping in space and time of 3D tumor ecosystems reveals transmissibility of cytotoxic cancer death.
PLoS Comput. Biol., 2021

NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy.
Patterns, 2021

Deep-MEG: spatiotemporal CNN features and multiband ensemble classification for predicting the early signs of Alzheimer's disease with magnetoencephalography.
Neural Comput. Appl., 2021

Multi-scale generative adversarial network for improved evaluation of cell-cell interactions observed in organ-on-chip experiments.
Neural Comput. Appl., 2021

Recursive Deep Prior Video: A super resolution algorithm for time-lapse microscopy of organ-on-chip experiments.
Medical Image Anal., 2021

Integrating Machine Learning and Sensors for the Development of Organ-on-Chip Platforms for Medical Diagnosis.
Proceedings of the Sensors and Microsystems - Proceedings of AISEM 2021, 2021

2020
A Camera Sensors-Based System to Study Drug Effects on In Vitro Motility: The Case of PC-3 Prostate Cancer Cells.
Sensors, 2020

A microfluidic device for shape measurement in red blood cells (RBCs).
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

A Personalized Assessment Platform for Non-invasive Monitoring of Pain.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

2019
Calibration of Vision-Based Measurement of Pain Intensity With Multiple Expert Observers.
IEEE Trans. Instrum. Meas., 2019

The Influence of Uncertainty Contributions on Deep Learning Architectures in Vision-Based Evaluation Systems.
IEEE Trans. Instrum. Meas., 2019

Learning Cancer-Related Drug Efficacy Exploiting Consensus in Coordinated Motility Within Cell Clusters.
IEEE Trans. Biomed. Eng., 2019

Online Feature Selection for Robust Classification of the Microbiological Quality of Traditional Vanilla Cream by Means of Multispectral Imaging.
Sensors, 2019

A cross-cutting approach for tracking architectural distortion locii on digital breast tomosynthesis slices.
Biomed. Signal Process. Control., 2019

2018
Uncertainty Evaluation of a VBM System for AFM Study of Cell-Cerium Oxide Nanoparticles Interactions.
IEEE Trans. Instrum. Meas., 2018

A closed-form solution to the graph total variation problem for continuous emotion profiling in noisy environment.
Speech Commun., 2018

Reduction of false-positives in a CAD scheme for automated detection of architectural distortion in digital mammography.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

A Deep Learning Strategy for Vision-Based Evaluation on the Effect of Nanoparticles Exposure.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

A Multi-label Architecture for Vision-based Measurement of Intervals of Pain.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

2017
Computerized Analysis of Mammographic Images for Detection and Characterization of Breast Cancer
Synthesis Lectures on Biomedical Engineering, Morgan & Claypool Publishers, ISBN: 978-3-031-01664-6, 2017

Continuous Estimation of Emotions in Speech by Dynamic Cooperative Speaker Models.
IEEE Trans. Affect. Comput., 2017

Robust classification of biological samples in atomic force microscopy images via multiple filtering cooperation.
Knowl. Based Syst., 2017

Towards localization of malignant sites of asymmetry across bilateral mammograms.
Comput. Methods Programs Biomed., 2017

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., 2017

AFM-based robust image analysis to contrast reversal effects in cell-cerium oxide nanoparticles interactions.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

2016
Identification of mammography anomalies for breast cancer detection by an ensemble of classification models based on artificial immune system.
Knowl. Based Syst., 2016

Contour-independent detection and classification of mammographic lesions.
Biomed. Signal Process. Control., 2016

2015
Analysis of Structural Similarity in Mammograms for Detection of Bilateral Asymmetry.
IEEE Trans. Medical Imaging, 2015

Image processing from laser scanners for remote diagnostic and virtual fruition of cultural heritage.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015

2014
Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure.
Knowl. Based Syst., 2014

Spatial Correlation Analysis of Mammograms for Detection of Asymmetric Findings.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

Development and validation of a fully automated system for detection and diagnosis of mammographic lesions.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Extracting Fuzzy Classification Rules from Texture Segmented HRCT Lung Images.
J. Digit. Imaging, 2013

Automatic Detection of the Nipple in Screen-Film and Full-field Digital Mammograms Using a Novel Hessian-Based Method.
J. Digit. Imaging, 2013

Estimation of the breast skin-line in mammograms using multidirectional Gabor filters.
Comput. Biol. Medicine, 2013

Measures of radial correlation and trend for classification of breast masses in mammograms.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Breast masses detection using phase portrait analysis and fuzzy inference systems.
Int. J. Comput. Assist. Radiol. Surg., 2012

Characterization of the breast region for computer assisted Tabar masking of paired mammographic images.
Proceedings of CBMS 2012, 2012

2011
Performance evaluation of a region growing procedure for mammographic breast lesion identification.
Comput. Stand. Interfaces, 2011

Features Extraction and Fuzzy Logic based Classification for False Positives Reduction in Mammographic Images.
Proceedings of the MIAD 2011, 2011

2010
Metrological Characterization of a CADx System for the Classification of Breast Masses in Mammograms.
IEEE Trans. Instrum. Meas., 2010

How to Process the Random Part of RFVs: Comparison of Available Methods and New Proposal.
IEEE Trans. Instrum. Meas., 2010

Uncertainty Modeling and Propagation Through RFVs for the Assessment of CADx Systems in Digital Mammography.
IEEE Trans. Instrum. Meas., 2010

Assessment of a Breast Mass Identification Procedure Using an Iris Detector.
IEEE Trans. Instrum. Meas., 2010

Denoising and Enhancement of Mammographic Images under the Assumption of heteroscedastic Additive Noise by an Optimal subband Thresholding.
Int. J. Wavelets Multiresolution Inf. Process., 2010

2008
Mammographic Images Enhancement and Denoising for Breast Cancer Detection Using Dyadic Wavelet Processing.
IEEE Trans. Instrum. Meas., 2008

Subband Variance Computation of homoscedastic Additive Noise in Discrete Dyadic Wavelet Transform.
Int. J. Wavelets Multiresolution Inf. Process., 2008

Breast Mass Segmentation in Mammographic Images by an Effective Region Growing Algorithm.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007
Estimation of Uncertainty in Measurement by means of Type-2 Fuzzy Variables.
Proceedings of the FUZZ-IEEE 2007, 2007

2005
Sufficient Conditions to Impose Derivative Constraints on MISO Takagi-Sugeno Fuzzy Logic Systems.
IEEE Trans. Fuzzy Syst., 2005

Short Term Local Meteorological Forecasting Using Type-2 Fuzzy Systems.
Proceedings of the Neural Nets, 16th Italian Workshop on Neural Nets, 2005

Wavelet based adaptive algorithm for mammographic images enhancement and denoising.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
High spectral purity digital direct synthesizer implementation by means of a fuzzy approximator.
Appl. Soft Comput., 2004

Monitoring Methodology for TID Damaging of SDRAM Devices based on Retention Time Analysis.
Proceedings of the 19th IEEE International Symposium on Defect and Fault-Tolerance in VLSI Systems (DFT 2004), 2004

2001
Function approximation using non-normalized SISO fuzzy systems.
Int. J. Approx. Reason., 2001

Noise estimation in digital images using fuzzy processing.
Proceedings of the 2001 International Conference on Image Processing, 2001


  Loading...