Exosomal miRNA can be used to discriminate nevi from melanoma

Staging of melanoma and follow-up after melanoma diagnosis aim at predicting risk and detecting progression or recurrence at an early stage, respectively, in order to timely start and/or change treatment.

Containerization for iToBoS cloud services

Containerization is a method that allows to run multiple applications on a single host machine using isolated environments called containers.

iToBoS project presented on TV Girona

iToBoS project was presented on Televisió de Girona (TV Girona) on June 22, 2023.

SoftwareX paper: AI Privacy Toolkit

The need to analyze personal data to drive business alongside the requirement to preserve the privacy of data subjects creates a known tension.

Pipelining for automated data processing in iToBoS

Data pipelining is a process that involves moving data from one system to another or from one application to another in a controlled and automated way.

Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models

Deep neural networks (DNNs) are powerful tools for accurate predictions in various applications and have even shown to be superior to human experts in some domains, for instance for Melanoma detection.

Precise Feature Localization with Explainable AI

Deep neural networks (DNNs) are powerful tools for accurate predictions in various applications and have even shown to be superior to human experts in some domains, for instance for Melanoma detection.

Data Artifact Avoidance for Melanoma Detection

Deep neural networks (DNNs) are powerful tools for accurate predictions in various applications and have even shown to be superior to human experts in some domains, for instance for Melanoma detection.

Conference presenting the iToBoS project

This video offers a presentation of the iToBoS project, including its motivations, the challenges faced and the objectives.

Artificial Intelligence for Digital Pathology

Digital pathology is an emerging sub-division of conventional microscopy, enabling practitioners to virtualize glass pathology slides for more in-depth analysis.