Introduction to Artificial Intelligence [1 ed.] 9783031259289, 9783031259272

This book aims to provide physicians and scientists with the basics of Artificial Intelligence (AI) with a special focus

148 104 6MB

English Pages viii; 165 Year 2023

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Introduction to Artificial Intelligence [1 ed.]
9783031259289, 9783031259272

Author / Uploaded
Michail E. Klontzas
Salvatore Claudio Fanni
Emanuele Neri

Categories
Medicine

Commentary
Medicine//Technology//Imaging Informatics//Radiology

Table of contents :
1 What Is Artificial Intelligence: History and Basic Definitions
Emmanouil Koltsakis, Michail E. Klontzas and Apostolos H. Karantanas
2 Using Commercial and Open-Source Tools for Artificial Intelligence: A Case Demonstration on a Complete Radiomics Pipeline
Elisavet Stamoulou, Constantinos Spanakis, Katerina Nikiforaki, Apostolos H. Karantanas, Nikos Tsiknakis, Alexios Matikas, Theodoros Foukakis and Georgios C. Manikis
3 Introduction to Machine Learning in Medicine
Rossana Buongiorno, Claudia Caudai, Sara Colantonio and Danila Germanese
4 Machine Learning Methods for Radiomics Analysis: Algorithms Made Easy
Michail E. Klontzas and Renato Cuocolo
5 Natural Language Processing
Salvatore Claudio Fanni, Maria Febi, Gayane Aghakhanyan and Emanuele Neri
6 Deep Learning Fundamentals
Eleftherios Trivizakis and Kostas Marias
7 Data Preparation for AI Analysis
Andrea Barucci, Stefano Diciotti, Marco Giannelli and Chiara Marzi
8 Current Applications of AI in Medical Imaging
Gianfranco Di Salle, Salvatore Claudio Fanni, Gayane Aghakhanyan and Emanuele Neri

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