no code implementations • 22 May 2024 • Moises Diaz, Miguel A. Ferrer, Donato Impedovo, Muhammad Imran Malik, Giuseppe Pirlo, Rejean Plamondon
Ever since, and over the last 10 years, the application of handwritten signature technology has strongly evolved, and much research has focused on the possibility of applying systems based on handwritten signature analysis and processing to a multitude of new fields.
no code implementations • 22 May 2024 • Moises Diaz, Miguel Angel Ferrer, Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio
These systems have the potential to assist the diagnosis and monitoring of neurodegenerative disorders, in particular Parkinson's disease (PD).
1 code implementation • IEEE Transactions on Neural Networks and Learning Systems 2024 • Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Giuseppe Pirlo, Marco Di Ciano
Deep learning (DL) has been demonstrated to be a valuable tool for analyzing signals such as sounds and images, thanks to its capabilities of automatically extracting relevant patterns as well as its end-to-end training properties.
1 code implementation • Pattern Recognition 2022 • Vincenzo Dentamaro, Paolo Giglio, Donato Impedovo, Luigi Moretti, Giuseppe Pirlo
AUCO ResNet has proved to provide state of art results on many datasets.
Ranked #1 on COVID-19 Diagnosis on Covid-19 Cough Cambridge
1 code implementation • MDPI Information 2018 • Vincenzo Dentamaro, Donato Impedovo, Giuseppe Pirlo
Multiclass classification in cancer diagnostics, using DNA or Gene Expression Signatures, but also classification of bacteria species fingerprints in MALDI-TOF mass spectrometry data, is challenging because of imbalanced data and the high number of dimensions with respect to the number of instances.