Artificial Intelligence-Driven Biological Age Prediction Model Using Comprehensive Health Checkup Data: Development and Validation Study

Abstract BackgroundThe global increase in life expectancy has not shown a similar rise in healthy life expectancy. Accurate assessment of biological aging is crucial for mitigating diseases and socioeconomic burdens associated with aging. Current biological age prediction mode...

書目詳細資料
發表在:	JMIR Aging
Main Authors:	Chang-Uk Jeong, Jacob S Leiby, Dokyoon Kim, Eun Kyung Choe
格式:	Article
語言:	英语
出版:	JMIR Publications 2025-04-01
在線閱讀:	https://aging.jmir.org/2025/1/e64473

相似書籍

Deep learning imaging phenotype can classify metabolic syndrome and is predictive of cardiometabolic disorders
由: Jacob S. Leiby, et al.
出版: (2024-05-01)

Artificial Intelligence-based Prediction of Diabetes and Prediabetes Using Health Checkup Data in Korea
由: Hyeonseop Yuk, et al.
出版: (2022-12-01)

Gastric Plexiform Fibromyxoma Incidentally Found in the Routine Checkup
由: Eun Jeong Gong, et al.
出版: (2022-02-01)

FDT Perimetry for Glaucoma Detection in Comprehensive Health Checkup Service
由: Ryo Terauchi, et al.
出版: (2020-01-01)

Artificial‐intelligence‐driven discovery of prognostic biomarker for sarcopenia
由: Heewon Chung, et al.
出版: (2021-12-01)

Validity of Self-reported Participation in Cancer Screenings and Health Checkups in Japan
由: Isao Muraki, et al.
出版: (2025-01-01)

Significance of Preventive Health Checkups in Enhancing Well-Being: A Comprehensive Review
由: Raju Vaishya, et al.
出版: (2025-04-01)

Mapping the Korean National Health Checkup Questionnaire to Standard Terminologies
由: Ji Eun Hwang, et al.
出版: (2021-10-01)

Prediction Algorithms for Blood Pressure Based on Pulse Wave Velocity Using Health Checkup Data in Healthy Korean Men: Algorithm Development and Validation
由: Dohyun Park, et al.
出版: (2021-12-01)

Usefulness and validity of the short form of the Mini-Mental State Examination (SMMSE) for the general checkup
由: Akihiko Iwahara, et al.
出版: (2016-12-01)

Validation of the questionnaire for medical checkup of old-old (QMCOO) score cutoff to diagnose frailty
由: Mitsutaka Yakabe, et al.
出版: (2023-03-01)

Relationship between health checkups and cancer screenings of wives and health checkups of their husbands: A cross-sectional study in Japan
由: Taeko Watanabe, et al.
出版: (2024-05-01)

Age‐wise examination of the association of obesity based on body mass index and waist circumference with metabolic diseases in comprehensive health checkup participants
由: Yuiko Yamamoto, et al.
出版: (2024-04-01)

External validity of frailty discrimination using the Questionnaire for Medical Checkup of Old-Old-15 and -12
由: Tomoyuki Shinohara, Ph.D., et al.
出版: (2024-06-01)

An Integrated Two-Stage Medical Pre-Checkup and Subsequent Validation Key Agreement Authentication Mechanism
由: Tsung-Hung Lin, et al.
出版: (2020-03-01)

Significance of Endoscopic Redness of Duodenum in Health Checkup
由: Atsushi Nakayama, et al.
出版: (2025-01-01)

Some Neglected Aspects of School Health Checkups
由: Bhagwati S, et al.
出版: (2004-01-01)

An insight to optimum time required for periodic checkup
由: H Mythri
出版: (2013-01-01)

Artificial Intelligence-Driven Composition and Security Validation of an Internet of Things Ecosystem
由: George Hatzivasilis, et al.
出版: (2020-07-01)

Diagnosis of Gilbert's Syndrome in Checkup Tests: Case Report
由: Mohadeseh Rostamipoor, et al.
出版: (2023-10-01)

Preventive circadian medicine: improving health with sleep checkups
由: Yoichi Minami, et al.
出版: (2025-09-01)

Edge Artificial Intelligence Device in Real-Time Endoscopy for Classification of Gastric Neoplasms: Development and Validation Study
由: Eun Jeong Gong, et al.
出版: (2024-12-01)

Reconceptualizing Gatekeeping in the Age of Artificial Intelligence: A Theoretical Exploration of Artificial Intelligence-Driven News Curation and Automated Journalism
由: Dan Valeriu Voinea
出版: (2025-05-01)

Artificial Intelligence-Driven Prognostics and Health Management for Centrifugal Pumps: A Comprehensive Review
由: Salman Khalid, et al.
出版: (2024-12-01)

Artificial intelligence-driven drug repurposing and structural biology for SARS-CoV-2
由: Kartikay Prasad, et al.
出版: (2021-01-01)

Diagnostic accuracy of quantitative ultrasound (QUS) for osteoporosis in medical checkups
由: Masashi Zenta, et al.
出版: (2025-09-01)

Prediction of pneumonia hospitalization in adults using health checkup data.
由: Hironori Uematsu, et al.
出版: (2017-01-01)

Level of Postnatal Checkup in Ethiopia – Implications for Child Health Services
由: Binyam Minuye Birhane, et al.
出版: (2022-06-01)

Artificial intelligence-driven detection of microplastics in food: A comprehensive review of sources, health risks, detection techniques, and emerging artificial intelligence solutions
由: Himani Rawat, et al.
出版: (2025-07-01)

Study of age-related changes in plasma metabolites and enzyme activity of healthy small dogs that underwent medical checkups
由: Akio Kusaba, et al.
出版: (2024-10-01)

An Artificial-Intelligence-Driven Spanish Poetry Classification Framework
由: Shutian Deng, et al.
出版: (2023-12-01)

Artificial intelligence in colonoscopy: polyp fiction or clinical reality?
由: Eun Jeong Gong, et al.
出版: (2025-09-01)

Artificial Intelligence in Biological Sciences
由: Abhaya Bhardwaj, et al.
出版: (2022-09-01)

Regular medical checkup program (in K-MEDI hub) to enhance the welfare of laboratory dogs and pigs
由: Gwang-Hoon Lee, et al.
出版: (2023-10-01)

Artificial Intelligence Driven Human Identification
由: Purushottam Sharma, et al.
出版: (2023-08-01)

Artificial-Intelligence Driven Precision Chemistry
由: Zhenyu Li
出版: (2024-11-01)

Development and evaluation of training programs to improve health checkup recommendation materials
由: Runa Ogawa, et al.
出版: (2025-09-01)

Impacts of dental checkups on oral function among Japanese older adults
由: Tin Zar Tun, et al.
出版: (2025-05-01)

Outcome of ENT Health Checkup of School Children: A pilot study
由: Narayana G K, et al.
出版: (2011-06-01)

External Validation of a Risk Prediction Model for Atherosclerotic Cardiovascular Diseases in a Large National Health‐Checkup and Claim Database
由: Takanori Honda, et al.
出版: (2025-08-01)