87 citations · 192 across the 13 of their papers we have counts for
3 papers · 1 filter
Distributed Learning Approaches for Automated Chest X-Ray Diagnosis
Edoardo Giacomello, Michele Cataldo, Daniele Loiacono +1
Deep Learning has established in the latest years as a successful approach to address a great variety of tasks. Healthcare is one of the most promising field of application for Dee…
Chest X-Rays Image Classification from beta-Variational Autoencoders Latent Features
Leonardo Crespi, Daniele Loiacono, Arturo Chiti
Chest X-Ray (CXR) is one of the most common diagnostic techniques used in everyday clinical practice all around the world. We hereby present a work which intends to investigate and…
Image Embedding and Model Ensembling for Automated Chest X-Ray Interpretation
Edoardo Giacomello, Pier Luca Lanzi, Daniele Loiacono +1
Chest X-ray (CXR) is perhaps the most frequently-performed radiological investigation globally. In this work, we present and study several machine learning approaches to develop au…