Letter: Beyond One-Size-Fits-All: Rethinking Early Palliative Cancer Care Through Personalization and Artificial Intelligence

Abstract

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References

1. Sedhom

, Shulman

, Parikh

. Precision palliative care as a pragmatic solution for a care delivery problem. J Clin Oncol 2023;41(16):2888–2892; doi: 10.1200/JCO.22.02532

2. Ferrell

, Temel

, Temin

, et al. Integration of palliative care into standard oncology care: American Society of Clinical Oncology clinical practice guideline update. J Clin Oncol 2017;35(1):96–112; doi: 10.1200/JCO.2016.70.1474

3. Pan

, Huang

, Liu

, et al. Application of artificial intelligence in palliative care: A bibliometric analysis of research hotspots and trends. Front Med (Lausanne) 2025;12:1597195; doi: 10.3389/fmed.2025.1597195

4. Nikoloudi

, Mystakidou

. Artificial intelligence in palliative care: A scoping review of current applications, challenges, and future directions. Am J Hosp Palliat Care 2025; doi: 10.1177/10499091251358379

5. Parikh

, Ferrell

, Li

, et al. Algorithm-based palliative care in patients with cancer: A cluster randomized clinical trial. JAMA Netw Open 2025;8(2):e2458576; doi: 10.1001/jamanetworkopen.2024.58576