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Publication search results
found 41 matches
- 2024
- 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
- Andrea Detti
, Ludovico Funari
, Luca Petrucci, Michele D'Orazio
, Arianna Mencattini
, Eugenio Martinelli
:
CWL-PLAS: Task Workflows Assisted by Data Science Cloud Platforms. IEEE Access 11: 44092-44106 (2023) - Paola Casti, Sara Cardarelli
, Maria Colomba Comes, Michele D'Orazio, Joanna Filippi
, Gianni Antonelli
, Arianna Mencattini
, Corrado Di Natale, Eugenio Martinelli
:
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) - Francesco Mercaldo
, Marcello Di Giammarco, Arianna Apicella, Giacomo Iadarola, Mario Cesarelli, Fabio Martinelli, Antonella Santone:
Diabetic retinopathy detection and diagnosis by means of robust and explainable convolutional neural networks. Neural Comput. Appl. 35(23): 17429-17441 (2023) - Arianna Mencattini
, Paola Casti
, Michele D'Orazio
, Gianni Antonelli
, Joanna Filippi
, Eugenio Martinelli
:
Uncertainty-Based Feature Selection for Improved Adequacy of Dermoscopic Image Classification. IEEE Trans. Instrum. Meas. 72: 1-9 (2023) - 2022
- Pasquale Cascarano, Maria Colomba Comes
, Andrea Sebastiani
, Arianna Mencattini, Elena Loli Piccolomini
, Eugenio Martinelli:
DeepCEL0 for 2D single-molecule localization in fluorescence microscopy. Bioinform. 38(5): 1411-1419 (2022) - Michele D'Orazio
, Riccardo Reale, Adele De Ninno
, Maria A. Brighetti, Arianna Mencattini
, Luca Businaro, Eugenio Martinelli
, Paolo Bisegna
, Alessandro Travaglini, Federica Caselli
:
Electro-Optical Classification of Pollen Grains via Microfluidics and Machine Learning. IEEE Trans. Biomed. Eng. 69(2): 921-931 (2022) - Paola Casti, Arianna Mencattini, Sara Cardarelli, Gianni Antonelli
, Joanna Filippi, Michele D'Orazio
, Eugenio Martinelli:
Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis. MeMeA 2022: 1-6 - Arianna Mencattini, Paola Casti, Joanna Filippi, Michele D'Orazio
, Sara Cardarelli, Gianni Antonelli
, Eugenio Martinelli:
Robust examination of cell apoptosis timing in presence of noisy environment. MeMeA 2022: 1-5 - 2021
- 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. Medical Image Anal. 72: 102124 (2021) - 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
:
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) - Antonio Giovannetti, Gianluca Susi
, Paola Casti
, Arianna Mencattini, Sandra Pusil, María Eugenia López
, Corrado Di Natale, Eugenio Martinelli:
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) - 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
:
NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy. Patterns 2(6): 100261 (2021) - Irina Veith
, Arianna Mencattini
, Valentin Picant
, Marco Serra, Marine Leclerc, Maria Colomba Comes, Fathia Mami-Chouaib, Jacques Camonis, Stéphanie Descroix, Hamasseh Shirvani, Fatima Mechta-Grigoriou, Gérard Zalcman, Maria Carla Parrini, Eugenio Martinelli:
Apoptosis mapping in space and time of 3D tumor ecosystems reveals transmissibility of cytotoxic cancer death. PLoS Comput. Biol. 17(3) (2021) - Paola Casti
, Arianna Mencattini
, Joanna Filippi
, Michele D'Orazio
, Maria Colomba Comes
, Davide Di Giuseppe
, Eugenio Martinelli
:
Metrological Characterization of a Pain Detection System Based on Transfer Entropy of Facial Landmarks. IEEE Trans. Instrum. Meas. 70: 1-8 (2021) - Arianna Mencattini, Davide Di Giuseppe, Paola Casti, Michele D'Orazio
, Joanna Filippi, Maria Colomba Comes, Gianni Antonelli
, Corrado Di Natale, Eugenio Martinelli:
Integrating Machine Learning and Sensors for the Development of Organ-on-Chip Platforms for Medical Diagnosis. AISEM 2021: 45-52 - 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
- Maria Colomba Comes
, Arianna Mencattini, Davide Di Giuseppe
, Joanna Filippi, Michele D'Orazio
, Paola Casti, Francesca Corsi
, Lina Ghibelli, Corrado Di Natale
, Eugenio Martinelli
:
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) - Paola Casti, Arianna Mencattini, Joanna Filippi, Michele D'Orazio
, Maria Colomba Comes
, Davide Di Giuseppe, Eugenio Martinelli:
A Personalized Assessment Platform for Non-invasive Monitoring of Pain. MeMeA 2020: 1-5 - Arianna Mencattini, Davide Di Giuseppe, Michele D'Orazio
, Valeria Rizzuto, M. M. Mañú Pereira, Maria Colomba Comes
, Maria José Lopez-Martinez
, Josep Samitier, Eugenio Martinelli:
A microfluidic device for shape measurement in red blood cells (RBCs). MeMeA 2020: 1-5 - 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) - 2019
- Helder Cesar Rodigues de Oliveira
, Arianna Mencattini
, Paola Casti
, Juliana H. Catani, Nestor de Barros, Adilson Gonzaga
, Eugenio Martinelli, Marcelo Andrade da Costa Vieira
:
A cross-cutting approach for tracking architectural distortion locii on digital breast tomosynthesis slices. Biomed. Signal Process. Control. 50: 92-102 (2019) - Alexandra Lianou, Arianna Mencattini
, Alexandro Catini
, Corrado Di Natale
, George-John E. Nychas
, Eugenio Martinelli
, Efstathios Z. Panagou
:
Online Feature Selection for Robust Classification of the Microbiological Quality of Traditional Vanilla Cream by Means of Multispectral Imaging. Sensors 19(19): 4071 (2019) - Davide Di Giuseppe
, Francesca Corsi
, Arianna Mencattini
, Maria Colomba Comes
, Paola Casti
, Corrado Di Natale
, Lina Ghibelli, Eugenio Martinelli:
Learning Cancer-Related Drug Efficacy Exploiting Consensus in Coordinated Motility Within Cell Clusters. IEEE Trans. Biomed. Eng. 66(10): 2882-2888 (2019) - 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:
The Influence of Uncertainty Contributions on Deep Learning Architectures in Vision-Based Evaluation Systems. IEEE Trans. Instrum. Meas. 68(7): 2425-2432 (2019) - Paola Casti
, Arianna Mencattini, Maria Colomba Comes
, Giuseppina Callari, Davide Di Giuseppe, Silvia Natoli
, Mauro Dauri, Elena Daprati, Eugenio Martinelli:
Calibration of Vision-Based Measurement of Pain Intensity With Multiple Expert Observers. IEEE Trans. Instrum. Meas. 68(7): 2442-2450 (2019) - 2018
- Shaoling Jing
, Xia Mao, Lijiang Chen, Maria Colomba Comes
, Arianna Mencattini
, Grazia Raguso, Fabien Ringeval, Björn W. Schuller
, Corrado Di Natale
, Eugenio Martinelli
:
A closed-form solution to the graph total variation problem for continuous emotion profiling in noisy environment. Speech Commun. 104: 66-72 (2018) - Arianna Mencattini
, Paola Casti, Giuseppe Fazio, Lina Ghibelli, Marco Luce, Antonio L. Cricenti, Eugenio Martinelli, Corrado Di Natale:
Uncertainty Evaluation of a VBM System for AFM Study of Cell-Cerium Oxide Nanoparticles Interactions. IEEE Trans. Instrum. Meas. 67(7): 1564-1572 (2018) - Paola Casti, Arianna Mencattini, Maria Colomba Comes
, Eugenio Martinelli, Silvia Natoli
, Mauro Dauri, Elena Daprati:
A Multi-label Architecture for Vision-based Measurement of Intervals of Pain. MeMeA 2018: 1-5 - 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:
A Deep Learning Strategy for Vision-Based Evaluation on the Effect of Nanoparticles Exposure. MeMeA 2018: 1-5
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