The Role of Artificial Intelligence in the Quality of Life of Children with Leukemia

سال انتشار: 1404
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 94

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شناسه ملی سند علمی:

AIMS02_365

تاریخ نمایه سازی: 29 تیر 1404

چکیده مقاله:

Background: The incidence of oncologic diseases in children has increased, with leukemia being one of the most common. Its treatment, particularly chemotherapy, can be effective but may also reduce the quality of life of patients. Children with leukemia face not only physical challenges but also psychological and social impacts. In this regard, artificial intelligence and machine learning can help predict and manage these complications, ultimately improving the quality of life of patients. Methods: This study is a review article examining scientific research related to 'artificial intelligence,' 'children with leukemia,' and 'quality of life.' Sources were collected from reputable databases such as PubMed and Scopus within the time frame of ۲۰۲۰ to ۲۰۲۵. Articles without full-text access were excluded. Articles relevant to the study’s objective were included, and ultimately, ۵ articles were reviewed. Results: Reviews on the impact of artificial intelligence on the quality of life of children with leukemia highlight artificial intelligence-based systems that identify leukemia-related patterns, enabling faster and more accurate diagnoses. These systems predict complications and assist in adjusting drug dosages, reducing treatment risks. Artificial intelligence can analyze genetic and medical data to design personalized treatments, increasing effectiveness while minimizing side effects. Children with leukemia also face psychological challenges. Artificial intelligence-based technologies can help alleviate anxiety and depression through online counseling and cognitive-behavioral therapy. Despite advancements, challenges remain, including the need for precise data, patient privacy, and standardizing artificial intelligence algorithms. Addressing these issues is essential for the effective implementation of this innovative technology. Conclusion: Artificial intelligence has great potential to improve the quality of life of children with leukemia. From early diagnosis to complication prediction and personalized treatments, artificial intelligence plays a crucial role in enhancing care and treatment quality. However, challenges such as data security, accessibility, and algorithm accuracy must be addressed. Further research is needed to enhance the efficiency of artificial intelligence and fully utilize its potential in improving the lives of children with leukemia.

نویسندگان

Zeinab Shamsiniyajavazmi

Student Research Committee, Shahid Sadoughi University of Medical Sciences, Yazd, Iran

Rahiminia Saman

Student Research Committee, Shahid Sadoughi University of Medical Sciences, Yazd, Iran

Mohammadreza Rahi

Student Research Committee, Shahid Sadoughi University of Medical Sciences, Yazd, Iran

Zahra Namjou

Research Center for Nursing and Midwifery Care, Non-communicable Diseases Research Institute, Department of Nursing, School of Nursing and Midwifery, Shahid Sadoughi University of Medical Sciences, Yazd, Iran