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.
no code implementations • 30 Jun 2023 • Mahboobeh, Parsapoor, Hamed Ghodrati, Vincenzo Dentamaro, Christopher R. Madan, Ioulietta Lazarou, Spiros Nikolopoulos, Ioannis Kompatsiaris
Thus, this paper, which can be readable by both clinicians and AI engineers, fills the gap in the literature in explaining the existing solutions for the recognition of dementia to clinicians, as well as the techniques used and the most widespread dementia datasets to AI engineers.
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.