Maria Colomba Comes

22 papers Journal 17Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
Explainable 3D CNN based on baseline breast DCE-MRI to give an early prediction of pathological complete response to neoadjuvant chemotherapy.
Comput. Biol. Medicine
Maria Colomba Comes, Annarita Fanizzi, Samantha Bove, Vittorio Didonna, Sergio Diotiaiuti, Federico Fadda, Daniele La Forgia, Francesco Giotta, Agnese Latorre, Annalisa Nardone, Gennaro Palmiotti, Cosmo Maurizio Ressa, Lucia Rinaldi, Alessandro Rizzo, Tiziana Talienti, Pasquale Tamborra, Alfredo Zito, Vito Lorusso, Raffaella Massafra
2024 J jnl
Explainable machine learning for predicting recurrence-free survival in endometrial carcinosarcoma patients.
Frontiers Artif. Intell.
Samantha Bove, Francesca Arezzo, Gennaro Cormio, Erica Silvestris, Alessia Cafforio, Maria Colomba Comes, Annarita Fanizzi, Giuseppe Accogli, Gerardo Cazzato, Giorgio De Nunzio, Brigida Maiorano, Emanuele Naglieri, Andrea Lupo, Elsa Vitale, Vera Loizzi, Raffaella Massafra
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
2022 J jnl
DeepCEL0 for 2D single-molecule localization in fluorescence microscopy.
Bioinform.
Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, Eugenio Martinelli
2021 J jnl
Apoptosis mapping in space and time of 3D tumor ecosystems reveals transmissibility of cytotoxic cancer death.
PLoS Comput. Biol.
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
2021 — conf
Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM.
ICCSA (Workshops)
Pasquale Cascarano, Andrea Sebastiani, Maria Colomba Comes, Giorgia Franchini, Federica Porta
2021 J jnl
DeepCEL0 for 2D Single Molecule Localization in Fluorescence Microscopy.
CoRR
Pasquale Cascarano, Maria Colomba Comes, Andrea Sebastiani, Arianna Mencattini, Elena Loli Piccolomini, 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
2021 J jnl
Recursive Deep Prior Video: A super resolution algorithm for time-lapse microscopy of organ-on-chip experiments.
Medical Image Anal.
Pasquale Cascarano, Maria Colomba Comes, Arianna Mencattini, Maria Carla Parrini, Elena Loli Piccolomini, 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
2020 — conf
A microfluidic device for shape measurement in red blood cells (RBCs).
MeMeA
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
2020 J jnl
ADMM-DIPTV: combining Total Variation and Deep Image Prior for image restoration.
CoRR
Pasquale Cascarano, Andrea Sebastiani, Maria Colomba Comes
2020 J jnl
Recursive Deep Prior Video: a Super Resolution algorithm for Time-Lapse Microscopy of organ-on-chip experiments.
CoRR
Pasquale Cascarano, Maria Colomba Comes, Arianna Mencattini, Maria Carla Parrini, Elena Loli Piccolomini, Eugenio Martinelli
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 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 J jnl
A closed-form solution to the graph total variation problem for continuous emotion profiling in noisy environment.
Speech Commun.
Shaoling Jing, Xia Mao, Lijiang Chen, Maria Colomba Comes, Arianna Mencattini, Grazia Raguso, Fabien Ringeval, Björn W. Schuller, Corrado Di Natale, Eugenio Martinelli