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ORCIDAI and Big Data in Cardiology, 2023
- Nicolas Duchateau, Andrew P. King:
AI and Big Data in Cardiology: A Practical Guide. Springer International Publishing 2023, ISBN 978-3-031-05070-1 - Andrew P. King, Nicolas Duchateau:
Introduction. 1-10 - Nicolas Duchateau, Esther Puyol-Antón, Bram Ruijsink, Andrew P. King:
AI and Machine Learning: The Basics. 11-33 - Pierre-Marc Jodoin, Nicolas Duchateau, Christian Desrosiers:
From Machine Learning to Deep Learning. 35-56 - Olivier Bernard, Bram Ruijsink, Thomas Grenier, Mathieu De Craene:
Measurement and Quantification. 57-84 - Daniel Rueckert, Moritz Knolle, Nicolas Duchateau, Reza Razavi, Georgios Kaissis:
Diagnosis. 85-103 - Buntheng Ly, Mihaela Pop, Hubert Cochet, Nicolas Duchateau, Declan P. O'Regan, Maxime Sermesant:
Outcome Prediction. 105-133 - Ilkay Öksüz
, Alain Lalande, Esther Puyol-Antón:
Quality Control. 135-156 - Mariana A. Nogueira, Bart H. Bijnens:
AI and Decision Support. 157-170 - Alistair A. Young, Steffen E. Petersen, Pablo Lamata:
AI in the Real World. 171-182 - Nicolas Duchateau, Oscar Camara, Rafael Sebastián, Andrew P. King:
Analysis of Non-imaging Data. 183-200 - Andrew P. King, Nicolas Duchateau:
Conclusions. 201-203
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