Paola Casti
Orcid: 0000-0001-7489-3022Affiliations:
- University of Rome Tor Vergata, Department of Electronics Engineering, Italy
According to our database1,
Paola Casti
authored at least 34 papers
between 2012 and 2023.
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Bibliography
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
2022
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
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
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
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
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
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
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
Robust classification of biological samples in atomic force microscopy images via multiple filtering cooperation.
Knowl. Based Syst., 2017
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
Biomed. Signal Process. Control., 2016
2015
Analysis of Structural Similarity in Mammograms for Detection of Bilateral Asymmetry.
IEEE Trans. Medical Imaging, 2015
Computer-aided diagnosis of plus disease via measurement of vessel thickness in retinal fundus images of preterm infants.
Comput. Biol. Medicine, 2015
2014
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
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
Characterization of the breast region for computer assisted Tabar masking of paired mammographic images.
Proceedings of CBMS 2012, 2012