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Michele D'Orazio
Michele D'Orazio
PhD, Post Doctoral Researcher, Dept Electronic Engineering University of Rome Tor Vergata
Email verificata su uniroma2.it
Titolo
Citata da
Citata da
Anno
Machine learning (ML) based-method applied in recurrent pregnancy loss (RPL) patients diagnostic work-up: a potential innovation in common clinical practice
V Bruno, M D’Orazio, C Ticconi, P Abundo, S Riccio, E Martinelli, ...
Scientific Reports 10 (1), 7970, 2020
262020
Electro-optical classification of pollen grains via microfluidics and machine learning
M D'Orazio, R Reale, A De Ninno, MA Brighetti, A Mencattini, L Businaro, ...
IEEE Transactions on Biomedical Engineering 69 (2), 921-931, 2021
232021
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
212022
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
192021
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
162020
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
152022
Automatic monitoring of fruit ripening rooms by UHF RFID sensor network and machine learning
C Occhiuzzi, F Camera, M D’Orazio, N D’Uva, S Amendola, GM Bianco, ...
IEEE Journal of Radio Frequency Identification 6, 649-659, 2022
132022
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
132020
A camera sensors-based system to study drug effects on in vitro motility: The case of PC-3 prostate cancer cells
MC Comes, A Mencattini, D Di Giuseppe, J Filippi, M D’Orazio, P Casti, ...
Sensors 20 (5), 1531, 2020
102020
NeuriTES. Monitoring neurite changes through transfer entropy and semantic segmentation in bright-field time-lapse microscopy
A Mencattini, A Spalloni, P Casti, MC Comes, D Di Giuseppe, G Antonelli, ...
Patterns 2 (6), 2021
92021
Deep-Manager: A versatile tool for optimal feature selection in live-cell imaging analysis
A Mencattini, M D’Orazio, P Casti, MC Comes, D Di Giuseppe, G Antonelli, ...
Communications Biology 6 (1), 241, 2023
72023
Metrological characterization of a pain detection system based on transfer entropy of facial landmarks
P Casti, A Mencattini, J Filippi, M D’Orazio, MC Comes, D Di Giuseppe, ...
IEEE Transactions on Instrumentation and Measurement 70, 1-8, 2021
72021
Development of integrated optical biosensors based on low-cost stereolithography fabrication and multispectral signature for Lab-On-Chip applications
G Antonelli, A Mencattini, M Massimiani, V Lacconi, J Filippi, M Losardo, ...
Sensors and Actuators B: Chemical 401, 135009, 2024
42024
Machine learning microfluidic based platform: Integration of Lab-on-Chip devices and data analysis algorithms for red blood cell plasticity evaluation in Pyruvate Kinase …
A Mencattini, V Rizzuto, G Antonelli, D Di Giuseppe, M D’Orazio, J Filippi, ...
Sensors and Actuators A: Physical 351, 114187, 2023
42023
A personalized assessment platform for non-invasive monitoring of pain
P Casti, A Mencattini, J Filippi, M D’Orazio, MC Comes, D Di Giuseppe, ...
2020 IEEE International Symposium on Medical Measurements and Applications …, 2020
42020
A microfluidic device for shape measurement in red blood cells (RBCs)
A Mencattini, D Di Giuseppe, M D'Orazio, V Rizzuto, MMM Pereira, ...
2020 IEEE International Symposium on Medical Measurements and Applications …, 2020
32020
S3-VAE: A novel Supervised-Source-Separation Variational AutoEncoder algorithm to discriminate tumor cell lines in time-lapse microscopy images
P Casti, S Cardarelli, MC Comes, M D'Orazio, J Filippi, G Antonelli, ...
Expert Systems with Applications 232, 120861, 2023
22023
Sensitivity analysis of latent variables in Variational Autoencoders for Dermoscopic Image Analysis
P Casti, A Mencattini, S Cardarelli, G Antonelli, J Filippi, M D'Orazio, ...
2022 IEEE International Symposium on Medical Measurements and Applications …, 2022
22022
Artificial intelligence (AI) based-method applied in recurrent pregnancy loss (RPL) patients diagnostic work-up and classification: a potential innovation in common clinical …
V Bruno, M Biasiotti, M D'Orazio, A Pietropolli, P Abundo, C Ticconi, ...
HUMAN REPRODUCTION 34, 55-56, 2019
22019
Uncertainty-based feature selection for improved adequacy of dermoscopic image classification
A Mencattini, P Casti, M D’Orazio, G Antonelli, J Filippi, E Martinelli
IEEE Transactions on Instrumentation and Measurement, 2023
12023
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