{
  "abstract": "This Perspective proposes a testable conceptual framework for digitalized preventive treatment that integrates multidimensional data collection, dual-engine analysis, precision health profiling, and personalized intervention. Rather than representing a clinically validated system, the framework organizes existing component-level evidence and defines a pathway for future evaluation of feasibility, effectiveness, safety, equity, implementation, and cost-effectiveness.",
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  "affiliations": [
    "Quzhou Hospital of Traditional Chinese Medicine, Quzhou, China",
    "School of Medicine, Quzhou College of Technology, Quzhou, China"
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  "article_type": null,
  "arxiv": null,
  "author_total": 8,
  "authors": [
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      "name": "Hui Xu"
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      "name": "Binyu Luo"
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    {
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        0
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      "name": "Fenfen Hu"
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    {
      "affs": [
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      "name": "Jian Gu"
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    {
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      "name": "Guilin Shen"
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    {
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      "name": "Jinchai Xu"
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    {
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      "name": "Fang Fang"
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    {
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        1
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      "name": "Huiping Qiu"
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  ],
  "bibtex": "https://research.draconitic.com/paper/9v8q8vkyw42eh.bib",
  "cited_by": 0,
  "doi": "10.3389/fdgth.2026.1883420",
  "fulltext_url": "https://www.frontiersin.org/articles/10.3389/fdgth.2026.1883420/full",
  "id": "9v8q8vkyw42eh",
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  "landing_url": "https://doi.org/10.3389/fdgth.2026.1883420",
  "language": "en",
  "licence": "CC-BY",
  "licence_label": "CC BY",
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  "pdf_url": "https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2026.1883420/pdf",
  "pmcid": "PMC13739662",
  "pmid": "42996580",
  "published": "2026-10-23",
  "publisher": "Frontiers Media S.A.",
  "ris": "https://research.draconitic.com/paper/9v8q8vkyw42eh.ris",
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  "subjects": [
    {
      "field": "medicine",
      "origin": "lcc:RA1-1270",
      "subfield": "epidemiology-public-health"
    }
  ],
  "title": "Digitalized “preventive treatment” in chronic disease control and proactive health: a perspective on integrating TCM wisdom with digital intelligence",
  "title_text": "Digitalized “preventive treatment” in chronic disease control and proactive health: a perspective on integrating TCM wisdom with digital intelligence",
  "type": "peer-reviewed",
  "updated_at": "2026-11-09T15:20:41Z",
  "url": "https://research.draconitic.com/paper/9v8q8vkyw42eh",
  "venue": "Frontiers in Digital Health",
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}