Abstract
This chapter provides an overview of the topic of artificial intelligence and machine learning approaches in the assessment of treatment response and theranostics with a focus on hybrid and molecular oncologic imaging through a critical discussion of current literature. Following a review of machine learning methodology and its current applications, we will point out current deficits and briefly discuss future research directions in the field.
Original language | English |
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Title of host publication | Artificial Intelligence/Machine Learning in Nuclear Medicine and Hybrid Imaging |
Publisher | Springer International Publishing |
Pages | 159-170 |
Number of pages | 12 |
ISBN (Electronic) | 9783031001192 |
ISBN (Print) | 9783031001185 |
DOIs | |
State | Published - 1 Jan 2022 |
Keywords
- Artificial Intelligence
- Imaging
- Machine Learning
- Theranostics
- Therapy
- Treatment