Omics in Precision Medicine

Kayalar, Özgecan; Rajabi, Hadi; Mortazavi, Deniz; Bayram, Hasan

doi:10.1007/978-981-99-1529-3_9

Cited by 2 publications

(1 citation statement)

References 135 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…By combining personalized patient environments, diagnosis and treatment situations, and genomic changes, it accurately provides personalized and standardized methods for preventing and treating major diseases [4]. Precision medicine has important value for both medicine and society [5]. The United States launched the "Precision Medicine Plan" as early as 2015, and China has also incorporated "precision medicine research and development" into its national strategy in recent years.…”

Section: Introductionmentioning

confidence: 99%

AI and Digital Twin Transforms in the Construction of Precision Medical Model: Healthcare Management in Smart Cities

Ahmed,

Shoukat,

Muneeb

et al. 2024

ejmhr

View full text Add to dashboard Cite

In recent years, the integration of artificial intelligence (AI) and digital twin (DT) is driving a new revolution in the healthcare field. Precision medical methods can utilize the complex computing techniques and models of AI, combined with various genetic and non-genetic data, to enable the system to reason and learn under the drive of data and algorithms, assisting clinical doctors and researchers in making more accurate related decisions. Research has shown that AI and DT has shown enormous technological application space in genomics, clinical cancer treatment, molecular imaging, and other fields, but it also faces potential challenges such as system bias, correlation limitations, algorithm black boxes, and unfairness. This requires the use of AI and DT transformations to build a precision medical intelligent system, which can update, capture, and study real-world data in real-time and simulate in DT. This study proposes that real-world data should be constructed from information system data and medical knowledge data from various hospitals, combined with the roles of real-world evidence (RWE), randomized clinical trial (RCT), genetic research, and AI technology in precision medicine, to innovatively design a precision medical smart system in the social 5.0 smart city. This work also proposes the structure and operating standards of the smart system, providing innovative ideas and contributions for the future construction of precision medical smart systems in society.

show abstract

Section: Introductionmentioning

confidence: 99%