Paola Casti

37 papers B 1Journal 23Unranked 11
YearRankTypeTitle / 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
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
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 — 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
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 — 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
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
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
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 — 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
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 J jnl
Computer-aided diagnosis of plus disease via measurement of vessel thickness in retinal fundus images of preterm infants.
Comput. Biol. Medicine
Faraz Oloumi, Rangaraj M. Rangayyan, Paola Casti, Anna L. Ells
2014 — —
Computerized analysis of mammographic images for detection and characterization of breast cancer.
Paola Casti
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
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 — 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 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