This blog category focuses on the research were are doing related the different types of Leukemia.

xDNN for SARS-CoV-2 identification in patient CT scans 2021-02-22

xDNN for SARS-CoV-2 identification in patient CT scans

This article is based on the work of Nitin Mane and his GitHub release: HIAS COVID-19 xDNN Classifier.

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Complexity reduction techniques with gene expression data 2021-02-08

Complexity reduction techniques with gene expression data

This tutorial will focus on different reduction complex techniques using gene expression data. In this tutorial and in the following I will use data from acute myeloid leukemia (AML), which is one of the most fatal malignancies.

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Artificial intelligence in leukemia 2020-10-30

Artificial intelligence in leukemia

In this article our immunology and bioinformatics expert Salvatore Raieli, focuses on other tasks and other type of data exploited in deep learning (DL) in hematology. As aforementioned, deep learning can be useful in many tasks related to leukemia. In the precedent review we focused on image data analysis. Here we will consider different other data sources and application such as therapy selection, differential diagnosis, risk predictions.

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Medical image diagnosis in leukemia 2020-10-20

Medical image diagnosis in leukemia

In this article our immunology and bioinformatics expert Salvatore Raieli, focuses on machine learning and deep learning in medical images diagnosis. The increase in available data, hardware capabilities and cloud computing are allowing a great development in the field, and medicine is benefiting from this revolution. Nowadays, many algorithms can be run in a personal computer or in cloud service, increasing the potential number of users and researchers.

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Acute Myeloid Leukemia: A general introduction 2020-10-09

Acute Myeloid Leukemia: A general introduction

Our immunology and bioinformatics expert Salvatore Raieli has published "Acute Myeloid Leukemia: A general introduction" to our Medium publication. Find out more about what AML is, the current classification, current therapies available and open questions. This is a series of articles where Salvatore will be discussing about AML diagnosis, risk classification with a particular eye about machine learning models and approach to them. Thank you to Salvatore for this amazing work!

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