| Identification of mammography anomalies for breast cancer detection by an ensemble of classification models based on artificial immune system G Magna, P Casti, SV Jayaraman, M Salmeri, A Mencattini, E Martinelli, ... Knowledge-Based Systems 101, 60-70, 2016 | 57 | 2016 |
| Analysis of structural similarity in mammograms for detection of bilateral asymmetry P Casti, A Mencattini, M Salmeri, RM Rangayyan IEEE transactions on medical imaging 34 (2), 662-671, 2014 | 56 | 2014 |
| Discovering the hidden messages within cell trajectories using a deep learning approach for in vitro evaluation of cancer drug treatments A Mencattini, D Di Giuseppe, MC Comes, P Casti, F Corsi, FR Bertani, ... Scientific reports 10 (1), 7653, 2020 | 52 | 2020 |
| Contour-independent detection and classification of mammographic lesions P Casti, A Mencattini, M Salmeri, A Ancona, F Mangeri, ML Pepe, ... Biomedical Signal Processing and Control 25, 165-177, 2016 | 46 | 2016 |
| Estimation of the breast skin-line in mammograms using multidirectional Gabor filters P Casti, A Mencattini, M Salmeri, A Ancona, F Mangeri, ML Pepe, ... Computers in biology and medicine 43 (11), 1870-1881, 2013 | 40 | 2013 |
| The influence of spatial and temporal resolutions on the analysis of cell-cell interaction: a systematic study for time-lapse microscopy applications MC Comes, P Casti, A Mencattini, D Di Giuseppe, F Mermet-Meillon, ... Scientific reports 9 (1), 6789, 2019 | 37 | 2019 |
| Computer-aided diagnosis of plus disease via measurement of vessel thickness in retinal fundus images of preterm infants F Oloumi, RM Rangayyan, P Casti, AL Ells Computers in biology and medicine 66, 316-329, 2015 | 36 | 2015 |
| Automatic detection of the nipple in screen-film and full-field digital mammograms using a novel Hessian-based method P Casti, A Mencattini, M Salmeri, A Ancona, FF Mangieri, ML Pepe, ... Journal of digital imaging 26, 948-957, 2013 | 28 | 2013 |
| Learning cancer-related drug efficacy exploiting consensus in coordinated motility within cell clusters D Di Giuseppe, F Corsi, A Mencattini, MC Comes, P Casti, C Di Natale, ... IEEE Transactions on Biomedical Engineering 66 (10), 2882-2888, 2019 | 27 | 2019 |
| Automatic breast masses boundary extraction in digital mammography using spatial fuzzy c-means clustering and active contour models A Mencattini, M Salmeri, P Casti, G Raguso, S L'Abbate, L Chieppa, ... 2011 IEEE International Symposium on Medical Measurements and Applications …, 2011 | 26 | 2011 |
| Machine learning phenomics (MLP) combining deep learning with time-lapse-microscopy for monitoring colorectal adenocarcinoma cells gene expression and drug-response M D’Orazio, M Murdocca, A Mencattini, P Casti, J Filippi, G Antonelli, ... Scientific Reports 12 (1), 8545, 2022 | 24 | 2022 |
| Multi-scale generative adversarial network for improved evaluation of cell–cell interactions observed in organ-on-chip experiments MC Comes, J Filippi, A Mencattini, P Casti, G Cerrato, A Sauvat, ... Neural Computing and Applications 33, 3671-3689, 2021 | 20 | 2021 |
| Adaptive classification model based on artificial immune system for breast cancer detection G Magna, SV Jayaraman, P Casti, A Mencattini, C Di Natale, E Martinelli 2015 XVIII AISEM Annual Conference, 1-4, 2015 | 20 | 2015 |
| Deciphering cancer cell behavior from motility and shape features: Peer prediction and dynamic selection to support cancer diagnosis and therapy M D'Orazio, F Corsi, A Mencattini, D Di Giuseppe, M Colomba Comes, ... Frontiers in oncology 10, 580698, 2020 | 19 | 2020 |
| Towards localization of malignant sites of asymmetry across bilateral mammograms P Casti, A Mencattini, M Salmeri, A Ancona, M Lorusso, ML Pepe, ... Computer methods and programs in biomedicine 140, 11-18, 2017 | 18 | 2017 |
| Bilateral asymmetry identification for the early detection of breast cancer A Mencattini, M Salmeri, P Casti 2011 IEEE International Symposium on Medical Measurements and Applications …, 2011 | 18 | 2011 |
| Exploiting spectral information in Opto-Electronic Tweezers for cell classification and drug response evaluation J Filippi, D Di Giuseppe, P Casti, A Mencattini, G Antonelli, M D’Orazio, ... Sensors and Actuators B: Chemical 368, 132200, 2022 | 17 | 2022 |
| Calibration of vision-based measurement of pain intensity with multiple expert observers P Casti, A Mencattini, MC Comes, G Callari, D Di Giuseppe, S Natoli, ... IEEE Transactions on Instrumentation and Measurement 68 (7), 2442-2450, 2019 | 16 | 2019 |
| Deep-MEG: spatiotemporal CNN features and multiband ensemble classification for predicting the early signs of Alzheimer’s disease with magnetoencephalography A Giovannetti, G Susi, P Casti, A Mencattini, S Pusil, ME López, ... Neural Computing and Applications 33 (21), 14651-14667, 2021 | 15 | 2021 |
| Accelerating the experimental responses on cell behaviors: a long-term prediction of cell trajectories using Social Generative Adversarial Network MC Comes, J Filippi, A Mencattini, F Corsi, P Casti, A De Ninno, ... Scientific Reports 10 (1), 15635, 2020 | 15 | 2020 |
Arianna MencattiniDept. of Electronic Engineering, University of Rome Tor VergataVerified email at ing.uniroma2.it
