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.
Automatic diagnosis of liver masses in Computed Tomography scans
This paper presents a complete pipeline for automatic diagnosis of various liver masses, consisting of components based on deep learning models for both the automatic... 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.
Analyzing domain shift when using additional data for the MICCAI KiTS23 Challenge
Using additional training data is known to improve the results, especially for medical image 3D segmentation where there is a lack of training material and the model... 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.
Extended low Hartmann surgery with total mesorectal excision: optimal surgical treatment in stage IV middle and upper rectal cancer
The main surgeries that can be performed in upper and middle rectal cancer are low anterior rectal resection (LAR), lateral colostomy (LC), and extended Hartmann... Leggi tutto.
Combining Image Retrieval, Metadata Processing and Naive Bayes Classification at Plant Identification 2013
This paper aims to combine intuition and practical experience in the context of ImageCLEF 2013 Plant Identification task.... Leggi tutto.