دانلود کتاب Introduction to Artificial Intelligence

فهرست مطالب :

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