โก Quick Summary
This study explores the impact of Artificial Intelligence (AI) on the care of terminally ill patients, highlighting its potential in prognostication, symptom assessment, and clinical decision support. While AI shows promise, it is crucial to remember that it cannot replace the human touch essential in palliative care.
๐ Key Details
- ๐ Study Period: 2015-2025
- ๐งฉ Databases Used: PUBMED, CINAHL, Web of Science
- โ๏ธ Focus Areas: Clinical applications, implementation challenges, ethical aspects of AI in palliative care
- ๐ Key Findings: AI aids in prognostication, symptom assessment, and clinical decision support
๐ Key Takeaways
- ๐ค AI is a promising tool in palliative care, enhancing various aspects of patient management.
- ๐ Current evidence is largely exploratory, with limited real-world validation.
- ๐ก AI cannot replace the need for empathetic emotional support and human dignity.
- ๐ Ethical concerns include autonomy, transparency, and data governance.
- ๐ฅ AI complements rather than replaces the human dimension in palliative care.
- ๐ Implementation challenges must be addressed to fully realize AI’s potential.
- ๐ The study emphasizes the importance of maintaining human relationships in healthcare.

๐ Background
The aging population has led to a significant increase in chronic and life-limiting diseases, creating a pressing need for effective palliative care (PC). Despite advancements in technology and science, healthcare systems are struggling to meet the growing demand for end-of-life care. In this context, Artificial Intelligence (AI) has emerged as a potential solution to enhance healthcare delivery and address the challenges faced by palliative care providers.
๐๏ธ Study
This narrative review aimed to synthesize the literature on the impact of AI in palliative care, focusing on its clinical applications and ethical implications. The authors conducted a structured search across multiple databases, identifying relevant studies published over the last decade. The findings were thematically analyzed to highlight key domains of application and ethical concerns associated with AI in PC.
๐ Results
The review revealed that AI is particularly effective in areas such as prognostication, symptom assessment, and clinical decision support. These advancements represent a potential paradigm shift in how palliative care is delivered. However, the authors caution that AI’s current capabilities are exploratory, and it lacks the ability to provide the emotional support and compassion that patients in palliative care require.
๐ Impact and Implications
The integration of AI technologies in palliative care could significantly improve service delivery, addressing issues such as inequitable access and workforce strain. However, the ethical implications of AI’s use in healthcare must be carefully considered to ensure that patient autonomy and dignity are preserved. The study underscores the importance of viewing AI as a complementary tool that enhances, rather than replaces, the human aspects of care.
๐ฎ Conclusion
This study highlights the transformative potential of AI in palliative care, offering solutions to contemporary challenges while emphasizing the need for ethical considerations. As we move forward, it is essential to continue exploring AI’s capabilities while ensuring that the human dimension of care remains at the forefront of palliative practices. The future of AI in healthcare looks promising, but it must be approached with caution and respect for patient dignity.
๐ฌ Your comments
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Impact of Artificial Intelligence on the Care of Terminally Ill Patients.
Abstract
Introduction: In recent decades, demographic aging has led to an inversion of the population pyramid, with a marked increase in the proportion of older adults. This shift has been accompanied by a higher prevalence of chronic and life-limiting diseases, while there have also been significant technical and scientific advances. However, these developments have not been matched by a proportional expansion of healthcare human resources, including in palliative care (PC). Consequently, healthcare systems face increasing pressure, particularly in the provision of end-of-life care. Artificial intelligence (AI) has emerged as a promising tool to support and improve healthcare delivery. Objective: This study aims to review the literature on the impact of AI on palliative care, with particular emphasis on its clinical applications and ethical implications in end-of-life care. Methods: A narrative review was conducted using a structured search of PUBMED, CINAHL and Web of Science databases, covering publications from the last ten years (2015-2025). Search terms included combinations of “artificial intelligence”, “machine learning”, “palliative care”, “end-of-life care”, and “ethics”. Articles were included if they addressed clinical applications, implementation challenges or ethical aspects of AI in PC. Reference lists of selected articles were screened to identify additional relevant studies. The findings were analyzed and synthesized thematically into key domains of application and ethical concern. Results: The literature suggests that AI is currently a promising tool in PC, particularly in prognostication, symptom assessment, clinical decision support, and communication. These applications may represent a paradigm shift compared to conventional approaches. However, it is important not to forget that patients in PC need much more than algorithmic decision trees. Thus, current evidence is largely exploratory, with limited real-world validation. Empathetic emotional support, physical comfort and compassion are things that artificial intelligence cannot provide. AI does not replace humans in interpersonal relationships and dignity; it only complements them. Conclusions: AI-based technologies hold significant potential to address contemporary challenges in PC, including inequitable access, workforce strain, and the need for more efficient service delivery. Nevertheless, their implementation raises substantial ethical concerns related to autonomy, transparency, data governance, and the preservation of human dignity. AI should therefore be understood as a complementary tool that supports-but does not replace-the human dimension of PC.
Author: [‘Gonรงalves F’, ‘Gaudencio M’, ‘Nunes SB’, ‘Rego F’, ‘Nunes R’]
Journal: Healthcare (Basel)
Citation: Gonรงalves F, et al. Impact of Artificial Intelligence on the Care of Terminally Ill Patients. Impact of Artificial Intelligence on the Care of Terminally Ill Patients. 2026; 14:(unknown pages). doi: 10.3390/healthcare14050602