留言板

尊敬的读者、作者、审稿人, 关于本刊的投稿、审稿、编辑和出版的任何问题, 您可以本页添加留言。我们将尽快给您答复。谢谢您的支持!

姓名
邮箱
手机号码
标题
留言内容
验证码

基于CiteSpace的儿童青少年超重肥胖研究发展历史和热点分析

田小丽 向明慧 张倩

田小丽, 向明慧, 张倩. 基于CiteSpace的儿童青少年超重肥胖研究发展历史和热点分析[J]. 中国学校卫生, 2025, 46(4): 479-484. doi: 10.16835/j.cnki.1000-9817.2025111
引用本文: 田小丽, 向明慧, 张倩. 基于CiteSpace的儿童青少年超重肥胖研究发展历史和热点分析[J]. 中国学校卫生, 2025, 46(4): 479-484. doi: 10.16835/j.cnki.1000-9817.2025111
TIAN Xiaoli, XIANG Minghui, ZHANG Qian. Development history and hotspot analysis of research on overweight and obesity in children and adolescents based on CiteSpace[J]. CHINESE JOURNAL OF SCHOOL HEALTH, 2025, 46(4): 479-484. doi: 10.16835/j.cnki.1000-9817.2025111
Citation: TIAN Xiaoli, XIANG Minghui, ZHANG Qian. Development history and hotspot analysis of research on overweight and obesity in children and adolescents based on CiteSpace[J]. CHINESE JOURNAL OF SCHOOL HEALTH, 2025, 46(4): 479-484. doi: 10.16835/j.cnki.1000-9817.2025111

基于CiteSpace的儿童青少年超重肥胖研究发展历史和热点分析

doi: 10.16835/j.cnki.1000-9817.2025111
基金项目: 

国家重点研发计划资助项目 2021YFC2701900

详细信息
    作者简介:

    田小丽(1994-), 女, 新疆克拉玛依人, 在读博士, 讲师, 主要研究方向为儿童营养与疾病

    通讯作者:

    张倩, E-mail: zhangqian7208@163.com

  • 利益冲突声明所有作者声明无利益冲突。
  • 中图分类号: R179 R723.14 TP392

Development history and hotspot analysis of research on overweight and obesity in children and adolescents based on CiteSpace

  • 摘要:   目的  探讨近40多年儿童青少年超重肥胖研究的发展历史和趋势及研究热点, 为开展相关领域科学研究提供依据。  方法  检索1980年1月—2024年9月中国知网、万方数据知识服务平台、维普中文期刊服务平台、中国生物医学文献服务系统、Web of Science核心集、PubMed数据库中的相关文献, 通过CiteSpace可视化软件构建知识图谱并进行探讨分析。  结果  共计检索9 108篇文献(中文5 197篇, 英文3 911篇)。1980—2024年间, 儿童青少年超重肥胖研究领域发文量呈上升趋势。关键词共现分析表明, 体脂率(中介中心性0.69)、体质指数(中介中心性0.50)、physical activity(中介中心性0.13)是连接该研究领域内的桥梁关键词。关键词聚类结果显示, 心血管代谢性疾病、心理性疾病等多病共存结局和以家庭、学校、社区为基础的干预计划成为研究热点, 高强度间歇训练、新兴减重干预措施如电子游戏等效果评价逐渐成为研究新趋势。  结论  儿童青少年超重肥胖的影响因素、多病共存结局和干预措施的应用与评价是当前研究的热点。
    1)  利益冲突声明所有作者声明无利益冲突。
  • 图  1  1980—2024年儿童青少年超重肥胖研究领域中英文文献年度发文量分析

    Figure  1.  Annual publication analysis of Chinese and English literature on overweight and obesity in children and adolescents from 1980 to 2024

    图  2  1980—2024年儿童青少年超重肥胖研究中英文文献关键词共现结果

    Figure  2.  Results of co-occurrence of keywords in Chinese and English literature on overweight and obesity among children and adolescents from 1980 to 2024

    表  1  1980—2024年儿童青少年超重肥胖研究中英文文献词频排序前10关键词

    Table  1.   Frequency of the top 10 keywords in Chinese and English literature on overweight and obesity among children and adolescents from 1980 to 2024

    语种 关键词 频次 中心性 年份
    中文 肥胖症 3 604 0.07 1984
    儿童 1 785 0.06 1985
    超重和肥胖 908 0.01 2000
    青少年 623 0.08 1997
    体质指数 552 0.50 1989
    体重 217 0.07 1991
    出生体重 110 0.26 1990
    体脂率 107 0.69 1984
    体成分 103 0.01 1996
    身高 94 0.01 1991
    英文 body mass index 606 0.07 1993
    childhood obesity 556 0.14 1991
    overweight 550 0.03 1997
    adolescents 435 0.05 1992
    children 409 0.17 1991
    physical activity 371 0.13 1992
    prevalence 294 0.07 1997
    obesity 287 0.04 1996
    risk 241 0.02 2002
    childhood 233 0.21 1991
    下载: 导出CSV

    表  2  1980—2024年儿童青少年超重肥胖研究中文文献主要关键词聚类明细

    Table  2.   Clustering details of main keywords in Chinese literature on overweight and obesity among children and adolescents from 1980 to 2024

    聚类编码 关键词数 剪影值 平均年份 主要关键词
    0 30 0.953 1999 超重*; 儿童青少年; 超重肥胖; 儿童; 学生
    1 26 0.947 2001 高血压*; 贫血; 龋齿; 肥胖率; 儿童保健
    2 24 0.965 2011 代谢综合征*; 血压; 维生素D; 人体测量; Meta分析
    3 23 0.873 2009 体重控制*; 学龄儿童; 体重管理; 营养; 运动干预
    4 22 1.000 2005 瘦素*; 胰岛素抵抗; 血脂; 胰岛素; 脂联素
    5 21 0.912 2003 出生体重*; 标准体重; 干预性研究; 性早熟; 超重
    6 19 0.962 2011 体重*; 腰围; 腰围身高比; 哮喘; 肺功能
    7 18 0.956 2003 学龄前儿童*; 营养状况; 回归分析; 营养不良; 身体素质
    8 18 0.957 2000 体重指数*; 身高; 肥胖; 体质指数; 人体质量指数
    9 15 0.997 2001 影响因素*; 健康教育; 危险因素; 消瘦; 病因
    10 14 0.925 2003 体重增加*; 婴儿; 婴幼儿; 肥胖; 健康
    11 10 0.980 2003 流行病学*; 生活方式; 调查; 相关性; 营养调查
    12 10 0.940 2018 母乳喂养*; 辅食添加; 喂养行为; 孕期增重; 膳食模式
    注:*为关键词聚类标签。
    下载: 导出CSV

    表  3  1980—2024年儿童青少年超重肥胖研究英文文献主要关键词聚类明细

    Table  3.   Clustering details of main keywords in English literature on overweight and obesity among children and adolescents from 1980 to 2024

    聚类编码 关键词数 剪影值 平均年份 主要关键词
    0 44 0.937 2001 body mass index*; growth; weight loss; follow up; age
    1 39 0.945 2009 prevalence*; trends; waist circumference; health; risk
    2 29 0.888 2003 weight loss*; insulin resistance; glucose; type 2 diabetes; body mass index
    3 29 0.858 2005 systematic review*; pediatric obesity; bariatric surgery; sleeve gastrectomy; risk factors
    4 27 0.778 2007 Meta analysis*; VO2max; weight-loss management; mexico; hyperinsulinemia
    5 26 0.953 2008 childhood obesity*; weight management; cardio metabolic risk; quality of life; randomized controlled trial
    6 25 0.941 2004 physical activity*; waist circumference; blood pressure; abdominal obesity; sedentary behavior
    7 24 0.802 2005 body composition*; metabolic syndrome; fat; dual-energy X-ray absorptiometry; disease
    8 24 0.949 2010 mass index*; adipose tissue; bone mineral density; cardiovascular risk factors; fat mass
    9 21 0.835 2013 high-intensity interval training*; muscular fitness; thinness; obesity treatment; brain
    10 19 0.738 2011 energy intake*; body weight; weight gain; lifestyle intervention; psychology
    11 18 0.953 2013 communication*; parental perceptions; emotion regulation; childhood overweight; management
    12 17 0.814 2006 gain*; population; gestational diabetes mellitus; stunting; overweight
    13 16 0.946 2008 birth weight*; early childhood; girls; eating disorders; pregnancy
    14 13 0.956 2010 cardiovascular risk*; adolescent health; overweight children; weight stigma; impact
    注:*为关键词聚类标签
    下载: 导出CSV
  • [1] RODRIGUEZ-MARTINEZ A, ZHOU B, SOPHIEA M K, et al. Height and body-mass index trajectories of school-aged children and adolescents from 1985 to 2019 in 200 countries and territories: a pooled analysis of 2 181 population-based studies with 65 million participants[J]. Lancet, 2020, 396(10261): 1511-1524. doi: 10.1016/S0140-6736(20)31859-6
    [2] TWIG G, ZUCKER I, AFEK A, et al. Adolescent obesity and early-onset type 2 diabetes[J]. Diabetes Care, 2020, 43(7): 1487-1495. doi: 10.2337/dc19-1988
    [3] IBÃÑEZ L, OBERFIELD S E, WITCHEL S, et al. An international consortium update: pathophysiology, diagnosis, and treatment of polycystic ovarian syndrome in adolescence[J]. Horm Res Paediatr, 2017, 88(6): 371-395. doi: 10.1159/000479371
    [4] VOS M B, ABRAMS S H, BARLOW S E, et al. NASPGHAN clinical practice guideline for the diagnosis and treatment of nonalcoholic fatty liver disease in children: recommendations from the Expert Committee on NAFLD (ECON) and the North American Society of Pediatric Gastroenterology, Hepatology and Nutrition (NASPGHAN)[J]. J Pediatr Gastroenterol Nutr, 2017, 64(2): 319-334. doi: 10.1097/MPG.0000000000001482
    [5] PUHL R M, LESSARD L M. Weight stigma in youth: prevalence, consequences, and considerations for clinical practice[J]. Curr Obes Rep, 2020, 9(4): 402-411. doi: 10.1007/s13679-020-00408-8
    [6] 中华人民共和国国务院新闻办公室. 中国居民营养与慢性病状况报告(2020年)[J]. 营养学报, 2020, 42(6): 521.

    State Council Information Office of the PRC. Report on the nutrition and chronic disease status of Chinese residents(2020)[J]. Acta Nutr Sin, 2020, 42(6): 521. (in Chinese)
    [7] 吴泳华, 于敬龙, 周康宁, 等. 基于CiteSpace的近十年国内外注意缺陷多动障碍认知功能的可视化分析[J]. 中国儿童保健杂志, 2024, 32(6): 661-667, 677.

    WU Y H, YU J L, ZHOU K N, et al. Visual analysis of cognitive function in attention deficit hyperactivity disorder at home and abroad in the past decade based on CiteSpace[J]. Chin J Child Health Care, 2024, 32(6): 661-667, 677. (in Chinese)
    [8] 马瑞新, 李泽阳, 陈志奎, 等. 知识图谱推理研究综述[J]. 计算机科学, 2022, 49(z1): 74-85.

    MA R X, LI Z Y, CHEN Z K, et al. A review of knowledge graph reasoning research[J]. Comput Sci, 2022, 49(z1): 74-85. (in Chinese)
    [9] 牛奔, 朱晓倩, 杨辰, 等. 基于CiteSpace的国内外医疗大语言模型研究热点演进及趋势分析[J/OL]. 中国全科医学: 1-9[2025-02-18].http://kns.cnki.net/kcms/detail/13.1222.R.20240912.1606.003.html.

    NIU B, ZHU X Q, YANG C, et al. Evolution and trends of domestic and international research hotspots in the field of large language models in medicine based on CiteSpace[J/OL]. Chin Gen Pract: 1-9[2025-02-18].http://kns.cnki.net/kcms/detail/13.1222.R.20240912.1606.003.html.(in Chinese)
    [10] 陈悦, 陈超美, 刘则渊, 等. CiteSpace知识图谱的方法论功能[J]. 科学学研究, 2015, 33(2): 242-253. doi: 10.3969/j.issn.1003-2053.2015.02.009

    CHEN Y, CHEN C M, LIU Z Y, et al. Methodological functions of CiteSpace knowledge graph[J]. Stud Sci Sci, 2015, 33(2): 242-253. (in Chinese) doi: 10.3969/j.issn.1003-2053.2015.02.009
    [11] 李文元, 王平. 基于CiteSpace的我国顾客参与研究可视化分析[J]. 电子商务, 2020(2): 35-37.

    LI W Y, WANG P. Visualisation and analysis of customer engagement research in China based on CiteSpace[J]. E-Bus J, 2020(2): 35-37. (in Chinese)
    [12] 王宇茹, 冀芮, 邹静雯, 等. 铁及维生素D在儿童生长发育中作用的研究进展[J]. 医学研究与教育, 2023, 40(6): 21-27. doi: 10.3969/j.issn.1674-490X.2023.06.003

    WANG Y R, JI R, ZOU J W, et al. Research progress on the role of iron and vitamin D in children's growth and development[J]. Med Res Educ, 2023, 40(6): 21-27. (in Chinese) doi: 10.3969/j.issn.1674-490X.2023.06.003
    [13] 刘希, 舒畅. 维生素D联合益生菌对肥胖儿童非酒精性脂肪肝的干预效果[J]. 肝脏, 2023, 28(11): 1351-1355. doi: 10.3969/j.issn.1008-1704.2023.11.022

    LIU X, SHU C. Effect of vitamin D combined with probiotics on non-alcoholic fatty liver disease in obese children[J]. Chin Hepatol, 2023, 28(11): 1351-1355. (in Chinese) doi: 10.3969/j.issn.1008-1704.2023.11.022
    [14] 叶佩琪, 林丹, 陈迪迪, 等. 婴幼儿期维生素D补充与一年级小学生超重肥胖的纵向关联[J]. 中国学校卫生, 2022, 43(6): 817-821. doi: 10.16835/j.cnki.1000-9817.2022.06.005

    YE P Q, LIN D, CHEN D D, et al. Longitudinal association between vitamin D supplementation in infancy and overweight or obesity among first-grade primary school pupils[J]. Chin J Sch Health, 2022, 43(6): 817-821. (in Chinese) doi: 10.16835/j.cnki.1000-9817.2022.06.005
    [15] 安静, 郭会敏, 孔蕊. 基于16S rDNA高通量测序技术分析不同身体质量指数儿童的肠道菌群结构差异[J]. 分子诊断与治疗杂志, 2023, 15(10): 1667-1670. doi: 10.3969/j.issn.1674-6929.2023.10.003

    AN J, GUO H M, KONG R. Differences in gut flora structure among children with different body mass index based on 16S rDNA high-throughput sequencing[J]. J Mol Diagn Ther, 2023, 15(10): 1667-1670. (in Chinese) doi: 10.3969/j.issn.1674-6929.2023.10.003
    [16] 田春风, 高龙, 郭宇帆, 等. 蒙古族肥胖儿童肠道菌群及代谢的多组学研究[J]. 基因组学与应用生物学, 2023, 42(5): 542-551.

    TIAN C F, GAO L, GUO Y F, et al. A multi-omics study of intestinal flora and metabolism in obese Mongolian children[J]. Genomics Appl Biol, 2023, 42(5): 542-551. (in Chinese)
    [17] 汪静, 张娟, 闵开元, 等. 北京市东城区3~5岁学龄前儿童膳食、身体活动和屏幕时间达到指南推荐要求情况及相关因素研究[J]. 中国健康教育, 2020, 36(3): 210-214.

    WANG J, ZHANG J, MIN K Y, et al. Dietary, physical activity and screen time of preschool children aged 3 to 5 years and related factors in Dongcheng District, Beijing[J]. Chin J Health Educ, 2020, 36(3): 210-214. (in Chinese)
    [18] 韩颖, 王博, 江媛媛, 等. 学龄前超重和肥胖儿童与体重正常儿童身体活动水平的比较研究[J]. 中国计划生育学杂志, 2020, 28(3): 320-323, 327.

    HAN Y, WANG B, JIANG Y Y, et al. Comparison of physical activity levels between overweight and obese preschool children and normal weight children[J]. Chin J Fam Plan, 2020, 28(3): 320-323, 327. (in Chinese)
    [19] 冯伟伟, 张学静, 刘改燕, 等. 饮食行为与儿童期体重指数的关系[J]. 河北医药, 2023, 45(12): 1869-1871. doi: 10.3969/j.issn.1002-7386.2023.12.026

    FENG W W, ZHANG X J, LIU G Y, et al. Relationship between eating behaviour and body mass index in childhood[J]. Hebei Med J, 2023, 45(12): 1869-1871. (in Chinese) doi: 10.3969/j.issn.1002-7386.2023.12.026
    [20] 仲爱进, 刘惠林, 杨敏, 等. 孕期超重儿童期饮食行为与儿童期体重的相关性研究[J]. 中国儿童保健杂志, 2021, 29(6): 674-677.

    ZHONG A J, LIU H L, YANG M, et al. Study on the correlation between overweight during pregnancy and dietary behavior in childhood on children's weight[J]. Chin J Child Health Care, 2021, 29(6): 674-677. (in Chinese)
    [21] 冯靖雯, 仇玉洁, 张文彬, 等. 进食速度和进食环境与儿童肥胖的定性循证研究[J]. 中国食物与营养, 2023, 29(11): 5-11. doi: 10.3969/j.issn.1006-9577.2023.11.001

    FENG J W, QIU Y J, ZHANG W B, et al. A qualitative evidence-based study of eating speed and eating environment and childhood obesity[J]. Food Nutr China, 2023, 29(11): 5-11. (in Chinese) doi: 10.3969/j.issn.1006-9577.2023.11.001
    [22] 王娇娇, 谢阳, 万宇辉, 等. 社区建成环境与儿童青少年肥胖的关联研究进展[J]. 中国学校卫生, 2023, 44(1): 147-151. doi: 10.16835/j.cnki.1000-9817.2023.01.033

    WANG J J, XIE Y, WAN Y H, et al. Progress of the association between community built environment and childhood and adolescent obesity[J]. Chin J Sch Health, 2023, 44(1): 147-151. (in Chinese) doi: 10.16835/j.cnki.1000-9817.2023.01.033
    [23] MORRISSEY B, ORELLANA L, ALLENDER S, et al. The sleep-obesity nexus: assessment of multiple sleep dimensions and weight status among Victorian primary school children[J]. Nat Sci Sleep, 2022, 14: 581-591. doi: 10.2147/NSS.S352357
    [24] BEAMISH A J, GRONOWITZ E, OLBERS T, et al. Body composition and bone health in adolescents after Roux-en-Y gastric bypass for severe obesity[J]. Pediatr Obes, 2017, 12(3): 239-246. doi: 10.1111/ijpo.12134
    [25] COLOMBO P E, WICKRAMARACHCHI M, LAKSHMI A, et al. The impact of behavioral weight management interventions on eating behavior traits in children with overweight or obesity: systematic review and Meta-analysis[J]. Obes Rev, 2025, 26(1): e13839. doi: 10.1111/obr.13839
    [26] GAO H Q, WANG B X, SUN L L, et al. The mediating effect of body dissatisfaction in association between obesity and dietary behavior changes for weight loss in Chinese children[J]. Biomed Environ Sci, 2019, 32(9): 639-646.
    [27] WATTS A W, MASON S M, LOTH K, et al. Socioeconomic differences in overweight and weight-related behaviors across adolescence and young adulthood: 10-year longitudinal findings from project EAT[J]. Prev Med, 2016, 87: 194-199. doi: 10.1016/j.ypmed.2016.03.007
    [28] 范朋琦, 王晨宇. 力量训练对肥胖初中男生心血管自主神经功能的调节[J]. 中国学校卫生, 2018, 39(4): 529-532. doi: 10.16835/j.cnki.1000-9817.2018.04.014

    FAN P Q, WANG C Y. Regulation of cardiovascular autonomic function by strength training in obese junior high school boys[J]. Chin J Sch Health, 2018, 39(4): 529-532. (in Chinese) doi: 10.16835/j.cnki.1000-9817.2018.04.014
    [29] 尚延侠, 侯希贺, 潘珊珊, 等. 有氧运动对不同肥胖亚型儿童心血管危险因素的干预效果[J]. 中国运动医学杂志, 2022, 41(4): 266-273. doi: 10.3969/j.issn.1000-6710.2022.04.003

    SHANG Y X, HOU X H, PAN S S, et al. Intervention effects of aerobic exercise on cardiovascular risk factors in children with different obesity subtypes[J]. Chin J Sports Med, 2022, 41(4): 266-273. (in Chinese) doi: 10.3969/j.issn.1000-6710.2022.04.003
    [30] 田梅, 马晓燕, 丁文清, 等. 6~24岁超重/肥胖儿童青少年抑郁及焦虑症状检出率Meta分析[J]. 宁夏医科大学学报, 2024, 46(4): 394-399.

    TIAN M, MA X Y, DING W Q, et al. Meta-analysis of the detection rate of depression and anxiety symptoms in overweight/obese children and adolescents aged 6-24 years[J]. J Ningxia Med Univ, 2024, 46(4): 394-399. (in Chinese)
    [31] 陈敬, 单蕊, 肖伍才, 等. 青春期和成年早期自制力与抑郁症状和超重肥胖共病风险的关联: 基于全国调查的十年前瞻性队列研究[J]. 北京大学学报(医学版), 2024, 56(3): 397-402.

    CHEN J, SHAN R, XIAO W C, et al. Association of self-control with depressive symptoms and risk of overweight-obesity co-morbidity in adolescence and early adulthood: a 10-year prospective cohort study based on a national survey[J]. J Peking Univ(Health Sci), 2024, 56(3): 397-402. (in Chinese)
    [32] 邬东, 肖旭阳, 谭兵兵, 等. 2021年成都市1 553名7~12岁儿童体质指数与龋病的相关性[J]. 卫生研究, 2023, 52(3): 509-513.

    WU D, XIAO X Y, TAN B B, et al. Correlation between body mass index and caries in 1 553 children aged 7-12 years old in Chengdu City in 2021[J]. J Hyg Res, 2023, 52(3): 509-513. (in Chinese)
    [33] 陈彦哲, 田欣杰, 邢艺苑, 等. 郑州市中学生超重肥胖与近视的关联[J]. 中国学校卫生, 2023, 44(4): 502-505. doi: 10.16835/j.cnki.1000-9817.2023.04.006

    CHEN Y Z, TIAN X J, XING Y Y, et al. Association between overweight, obesity and myopia among middle school students in Zhengzhou City[J]. Chin J Sch Health, 2023, 44(4): 502-505. (in Chinese) doi: 10.16835/j.cnki.1000-9817.2023.04.006
    [34] 曹甍, 唐玉成, 李抒, 等. 高强度间歇训练对肥胖儿童身体成分、心肺适能和血液指标的影响[J]. 中国运动医学杂志, 2022, 41(2): 109-117. doi: 10.3969/j.issn.1000-6710.2022.02.005

    CAO M, TANG Y C, LI S, et al. Effects of high-intensity interval training on body composition, cardiorespiratory fitness and haematological parameters in obese children[J]. Chin J Sports Med, 2022, 41(2): 109-117. (in Chinese) doi: 10.3969/j.issn.1000-6710.2022.02.005
    [35] DELGADO-FLOODY P, LATORRE-ROMáN P, JEREZ-MAYORGA D, et al. Feasibility of incorporating high-intensity interval training into physical education programs to improve body composition and cardiorespiratory capacity of overweight and obese children: a systematic review[J]. J Exerc Sci Fit, 2019, 17(2): 35-40. doi: 10.1016/j.jesf.2018.11.003
    [36] MUSÁLEK M, CLARK C C T, KOKSTEJN J, et al. Impaired cardiorespiratory fitness and muscle strength in children with normal-weight obesity[J]. Int J Environ Res Public Health, 2020, 17(24): 9198. doi: 10.3390/ijerph17249198
    [37] WILLS-IBARRA N, CHEMTOB K, HART H, et al. Family systems approaches in pediatric obesity management: a scoping review[J]. BMC Pediatr, 2024, 24(1): 235. doi: 10.1186/s12887-024-04646-w
    [38] CONSTANT A, BOULIC G, LOMMEZ A, et al. Locally implemented prevention programs may reverse weight trajectories in half of children with overweight/obesity amid low child-staff ratios: results from a quasi-experimental study in France[J]. BMC Public Health, 2020, 20(1): 941. doi: 10.1186/s12889-020-09080-y
    [39] TAGHIZADEH S, ALESAEIDI S, JAFARI-KOSHKI T, et al. Trend Impact Analysis (TIA) of community-based futures study for pediatric obesity in Iran[J]. BMC Pediatr, 2023, 23(1): 66. doi: 10.1186/s12887-023-03880-y
    [40] BOURKE M, PATTERSON L, DI NARDO F, et al. Active video games and weight management in overweight children and adolescents-systematic review and Meta-analysis[J]. J Public Health (Oxf), 2023, 45(4): 935-946. doi: 10.1093/pubmed/fdad115
    [41] FORTE P, ENCARNAÇÃO S, MONTEIRO A M, et al. A deep learning neural network to classify obesity risk in portuguese adolescents based on physical fitness levels and body mass index percentiles: insights for national health policies[J]. Behav Sci (Basel), 2023, 13(7): 520. doi: 10.3390/bs13070520
  • 加载中
图(2) / 表(3)
计量
  • 文章访问数:  11
  • HTML全文浏览量:  6
  • PDF下载量:  7
  • 被引次数: 0
出版历程
  • 收稿日期:  2024-11-05
  • 修回日期:  2024-11-26
  • 网络出版日期:  2025-05-08
  • 刊出日期:  2025-04-25

目录

    /

    返回文章
    返回