Integral Bone Age Regression
The paper takes a practical approach to estimating the bone age of children and young adults based on hand radiography, by constructing an end-to-end pipeline that... Leggi tutto.
Artificial Intelligence Applied to Chest X-ray: A Reliable Tool to Assess the Differential Diagnosis of Lung Pneumonia in the Emergency Department
Considering the large number of patients with pulmonary symptoms admitted to the emergency department daily, it is essential to diagnose them correctly.... Leggi tutto.
Rivitalizzare le attività di regressione tramite moderne procedure di training. Applicazioni nell’analisi delle immagini mediche
Questo lavoro descrive un approccio per stimare la percentuale di infezione specifica da COVID-19 nel tessuto polmonare.... Leggi tutto.
COVID Detection in Chest CTs: Improving the Baseline on COV19-CT-DB
The paper presents a comparative analysis of three distinct approaches based on deep learning for COVID-19 detection in chest CTs.... Leggi tutto.
A Two-Stage Atrous Convolution Neural Network for Brain Tumor Segmentation and Survival Prediction
Glioma is a type of heterogeneous tumor originating in the brain, characterized by the coexistence of multiple subregions with different phenotypic characteristics,... Leggi tutto.
Revealing Lung Affections from CTs. A Comparative Analysis of Various Deep Learning Approaches for Dealing with Volumetric Data
The paper presents and comparatively analyses several deep learning approaches to automatically detect tuberculosis related lesions in lung CTs, in the context of... Leggi tutto.