Oncotarget
Artificial Intelligence: Revolutionizing Precision Oncology
Aug 27, 2024
Artificial intelligence is reshaping the landscape of precision oncology, tackling challenges posed by immunotherapy. The discussion delves into how AI can develop new biomarkers and enhance early response assessments for cancer treatments. A thorough review of 87 studies reveals the growing application of AI in predicting treatment responses and survival outcomes. Researchers emphasize the promise of AI and radiomics, while acknowledging that the field is still evolving and needs further improvement.
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Quick takeaways
- Artificial intelligence is enhancing precision oncology by developing novel biomarkers and improving early response assessments in immunotherapy treatments.
- A comprehensive review of 87 studies shows that AI algorithms are primarily used to predict treatment responses and survival outcomes in cancer patients.
Deep dives
AI Transforming Precision Oncology
Artificial intelligence (AI) is significantly changing the landscape of precision medicine, particularly in oncology. The integration of AI is helping to address the challenges posed by immunotherapy, which has transformed cancer treatments but also created complexities in evaluating patient responses. Researchers are focusing on developing new biomarkers that leverage imaging techniques for early response assessments in patients undergoing immunotherapy. This innovative approach aims to enhance disease characterization and improve patient outcomes through more precise monitoring of treatment effects.
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