Lorenzo Piazzo | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
The Use of Artificial Intelligence in the Liver Histopathology Field: A Systematic Review	DIAGNOSTICS	2024
The use of Artificial Intelligence in liver histopathology field: a systematic review	DIAGNOSTICS	2024
How much BiGAN and CycleGAN-learned hidden features are effective for COVID-19 detection from CT images? A comparative study	THE JOURNAL OF SUPERCOMPUTING	2023
Anomaly Detection for Skin Lesion Images Using Convolutional Neural Network and Injection of Handcrafted Features: A Method That Bypasses the Preprocessing of Dermoscopic Images	ALGORITHMS	2023
A novel unsupervised approach based on the hidden features of deep denoising autoencoders for COVID-19 disease detection	EXPERT SYSTEMS WITH APPLICATIONS	2022
Exploiting probability density function of deep convolutional autoencoders’ latent space for reliable COVID-19 detection on CT scans	THE JOURNAL OF SUPERCOMPUTING	2022
Accurate classification of liver nuclei based on AI models for diagnostic support of hepatocellular carcinoma	DIGESTIVE AND LIVER DISEASE	2022
Machine Learning Approaches for Skin Cancer Classification from Dermoscopic Images: A Systematic Review	ALGORITHMS	2022
A histogram-based low-complexity approach for the effective detection of COVID-19 disease from CT and X-ray images	APPLIED SCIENCES	2021
Multicore processor based instrument control and data processing units design for the SPICA instruments	Space telescopes and instrumentation 2020: optical, infrared, and millimeter wave	2020
Image estimation in the presence of irregular sampling, noise, and pointing jitter	IEEE TRANSACTIONS ON IMAGE PROCESSING	2019
Signal enhancement for planetary radar sounders	ELECTRONICS LETTERS	2019
Super resolution and interferences suppression technique applied to SHARAD data	5th IEEE International Workshop on Metrology for AeroSpace, MetroAeroSpace 2018 - Proceedings	2018
Resolution enhancement and interference suppression for planetary radar sounders	Proc. of the European Signal Processing Conferernce	2018
Least squares image estimation for large data in the presence of noise and irregular sampling	IEEE TRANSACTIONS ON IMAGE PROCESSING	2017
The Hi-GAL compact source catalogue I. The physical properties of the clumps in the inner Galaxy (-71. < l < 67 )	MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY	2017
Hi-GAL, the Herschel infrared Galactic Plane Survey. Photometric maps and compact source catalogues. First data release for the inner Milky Way: +68° ≥ l ≥ -70°	ASTRONOMY & ASTROPHYSICS	2016
Least squares time-series synchronization in image acquisition systems	IEEE TRANSACTIONS ON IMAGE PROCESSING	2016
Least squares image estimation in the presence of drift and pixel noise	European signal processing conference	2016
Advanced GLS map-making for the Herschel's photometers		2016

Gruppi di ricerca

Applicazioni dell'intelligenza artificiale alle immagini biomediche e alla diagnostica medica