Article(id=1317133106793005208, tenantId=1146029695717560320, journalId=1255847919539208197, issueId=1317133098966433889, articleNumber=null, orderNo=null, doi=10.13193/j.issn.1673-7717.2026.01.004, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=null, receivedDateStr=null, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1791958603809, onlineDateStr=2026-10-14, pubDate=1767974400000, pubDateStr=2026-01-10, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1791958603809, onlineIssueDateStr=2026-10-14, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1791958603808, creator=13701087609, updateTime=1791958603808, updator=13701087609, issue=Issue{id=1317133098966433889, tenantId=1146029695717560320, journalId=1255847919539208197, year='2026', volume='44', issue='1', pageStart='1', pageEnd='258', issueExtLink='null', onlineDate='null', pubDate='1767974400000', pubDateStr='2026-01-10', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1791958601943, creator='13701087609', updateTime=1791958824557, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1317134032719171723, tenantId=1146029695717560320, journalId=1255847919539208197, issueId=1317133098966433889, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1317134032719171724, tenantId=1146029695717560320, journalId=1255847919539208197, issueId=1317133098966433889, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=20, endPage=23, ext={EN=ArticleExt(id=1317133107015303322, articleId=1317133106793005208, tenantId=1146029695717560320, journalId=1255847919539208197, language=EN, title=Digital Diagnosis of Traditional Chinese Medicine Enabled by Artificial Intelligence：Status Quo and Challenges, columnId=1317133106939805849, journalTitle=Chinese Archives of Traditional Chinese Medicine, columnName=Digital Traditional Chinese Medicin, runingTitle=null, highlight=null, articleAbstract=

At the advent of the era of digital intelligence represented by emerging technologies such as big data and artificial intelligence，the digital transformation of all walks of life represented by“artificial intelligence+”has become the general trend. Artificial intelligence enabling traditional Chinese medicine provides a new opportunity for traditional Chinese medicine to upgrade from“fuzzy”diagnosis and treatment mode to“accurate”diagnosis and treatment mode. Focusing on this cross-field，this paper elaborated the application status of artificial intelligence technology in mass data processing，auxiliary diagnosis and disease prediction from the perspective of TCM diagnosis differentiation. At the same time，artificial intelligence technology still faces many challenges in the practical application of traditional Chinese medicine，such as data quality problems caused by the complexity and irregularity of traditional Chinese medicine data，the limited interpretability of artificial intelligence algorithms in traditional Chinese medicine diagnosis，and the difficulties in the integration of traditional Chinese medicine theory and artificial intelligence. This paper discussed these status quo and challenges in depth，which was of great significance for promoting the further development and application of artificial intelligence in digital diagnosis of traditional Chinese medicine.

, authors=Yuman WANG¹, Runxue SUN², Xiaoyu LIU¹, Hua LI¹, Binqing XUE¹, Xinqian ZHANG¹, Jingfan LI¹, Runze LI¹, Yanru DU^{2, 3, 4}, authorsList=Yuman WANG, Runxue SUN, Xiaoyu LIU, Hua LI, Binqing XUE, Xinqian ZHANG, Jingfan LI, Runze LI, Yanru DU, authorCompany=null, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1317133107413762203, articleId=1317133106793005208, tenantId=1146029695717560320, journalId=1255847919539208197, language=CN, title=人工智能赋能中医数字化诊断：现状与挑战, columnId=1256183387140776248, journalTitle=中华中医药学刊, columnName=数字中医中药, runingTitle=null, highlight=null, articleAbstract=

在当今大数据、人工智能等新兴技术为代表的数智化时代到来之际，以“人工智能+”为代表的各行各业的数字化转型已经成为大势所趋。人工智能赋能中医药给传统中医由“模糊性”诊疗模式升级为“精确性”诊疗模式提供了新契机。聚焦于这一交叉领域，从中医诊断的辨证规律入手，详细阐述了人工智能技术在海量数据处理、辅助诊断、疾病预测上的应用现状。同时，人工智能技术在中医实际应用中仍面临诸多挑战，如中医数据的复杂性和不规范性导致的数据质量问题，人工智能算法在中医诊断中的可解释性有限，以及中医理论与人工智能融合的困难等。深入探讨这些现状与挑战，对于推动人工智能在中医数字化诊断中的进一步发展和应用具有重要意义。

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issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［2］, rfOrder=1, authorNames=null, journalName=null, refType=null, unstructuredReference=张晓雨，田思超，尤良震，等.大数据时代中医症状疗效评价存在的问题与解决对策［J］.中医杂志，2024，65（8）：792-795., articleTitle=null, refAbstract=null), Reference(id=1319724757667397689, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［3］, rfOrder=2, authorNames=null, journalName=null, refType=null, unstructuredReference=江启煜，孙晓生，罗晓牧.基于新型中医人工智能可解释推理模型的眩晕辨证诊断［J］.中华中医药学刊，2025，43（5）：21-27，262-265., articleTitle=null, refAbstract=null), Reference(id=1319724757747089466, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［4］, rfOrder=3, authorNames=null, journalName=null, refType=null, unstructuredReference=曹淼，肖凡，符超君，等.中医症状判断标准、分类分级标准现状及发展路径思考［J］.中华中医药杂志，2024，39（6）：2715-2719., articleTitle=null, refAbstract=null), Reference(id=1319724757898084411, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［5］, rfOrder=4, authorNames=null, journalName=null, refType=null, unstructuredReference=宋逸杰，马素亚，戴亚盛，等.人工智能辅助中医辨证的关键问题与技术挑战［J］.中国工程科学，2024，26（2）：234-244., articleTitle=null, refAbstract=null), Reference(id=1319724757969387580, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［6］, rfOrder=5, authorNames=null, journalName=null, refType=null, unstructuredReference=李新龙，王世华，赵欣然，等.从“模糊性与精确性”探讨中医辨证诊断的智能化思路［J］.中医杂志，2024，65（15）：1555-1558，1564., articleTitle=null, refAbstract=null), Reference(id=1319724758057467965, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［7］, rfOrder=6, authorNames=null, journalName=null, refType=null, unstructuredReference=衣凯，徐樱，马云静，等.基于中医象思维的远程仿生复现脉诊仪的研发［J］.时珍国医国药，2024，35（3）：747-750., articleTitle=null, refAbstract=null), Reference(id=1319724758149742654, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［8］, rfOrder=7, authorNames=null, journalName=null, refType=null, unstructuredReference=OKAWA J，HORI K，IZUNO H，et al. Developing tongue coating status assessment using image recognition with deep learning［J］. J Prosthodont Res，2024，68（3）：425-431., articleTitle=null, refAbstract=null), Reference(id=1319724758242017343, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［9］, rfOrder=8, authorNames=null, journalName=null, refType=null, unstructuredReference=杨启城，温川飙，周一博，等.用于辅助中医诊断的居家健康监测设备多节点数据融合方式［J］.世界科学技术-中医药现代化，2024，26（5）：1344-1353., articleTitle=null, refAbstract=null), Reference(id=1319724758313320512, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［10］, rfOrder=9, authorNames=null, journalName=null, refType=null, unstructuredReference=张港，田双桂，胡娅，等.中医临床文献数据规范化与结构化研究［J］.时珍国医国药，2024，35（3）：765-767., articleTitle=null, refAbstract=null), Reference(id=1319724758393012289, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［11］, rfOrder=10, authorNames=null, journalName=null, refType=null, unstructuredReference=陈子瑜，程国斌.医疗人工智能中的算法黑箱及其核心伦理问题［J］.医学与哲学，2024，45（12）：6-10., articleTitle=null, refAbstract=null), Reference(id=1319724758460121154, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［12］, rfOrder=11, authorNames=null, journalName=null, refType=null, unstructuredReference=李灿东，吴承玉.中医诊断学［M］.3版.北京：中国中医药出版社，2012., articleTitle=null, refAbstract=null), Reference(id=1319724758539812931, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［13］, rfOrder=12, authorNames=null, journalName=null, refType=null, unstructuredReference=夏雨墨，高慧，王庆盛，等.颜色空间在中医望诊客观化研究中的应用进展［J］.中国中医药信息杂志，2021，28（4）：135-139., articleTitle=null, refAbstract=null), Reference(id=1319724758602727492, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［14］, rfOrder=13, authorNames=null, journalName=null, refType=null, unstructuredReference=WANG X Z，LUO S Y，TIAN G H，et al. Deep learning based tongue prickles detection in traditional Chinese medicine［J］. Evid Based Complement Alternat Med，2022，2022：5899975., articleTitle=null, refAbstract=null), Reference(id=1319724758728556613, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［15］, rfOrder=14, authorNames=null, journalName=null, refType=null, unstructuredReference=YUAN L，YANG L，ZHANG S C，et al. Development of a tongue image-based machine learning tool for the diagnosis of gastric cancer：a prospective multicentre clinical cohort study［J］. E Clinical Medicine，2023，57：101834., articleTitle=null, refAbstract=null), Reference(id=1319724758804054086, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［16］, rfOrder=15, authorNames=null, journalName=null, refType=null, unstructuredReference=LI J W，ZHANG Z D，ZHU X L，et al. Automatic classification framework of tongue feature based on convolutional neural networks［J］.Micromachines（Basel），2022，13（4）：501., articleTitle=null, refAbstract=null), Reference(id=1319724758883745863, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［17］, rfOrder=16, authorNames=null, journalName=null, refType=null, unstructuredReference=黄龙祥.论俞穴［J］.中国针灸，2023，43（10）：1189-1201，1216., articleTitle=null, refAbstract=null), Reference(id=1319724758955049032, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［18］, rfOrder=17, authorNames=null, journalName=null, refType=null, unstructuredReference=杨娜婷，周旋，马庆宇，等.抑郁症肝郁脾虚证患者面诊客观参数分析［J］.中华中医药杂志，2023，38（8）：3836-3839., articleTitle=null, refAbstract=null), Reference(id=1319724760670519369, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［19］, rfOrder=18, authorNames=null, journalName=null, refType=null, unstructuredReference=关茜，徐莹，杨帅，等.中医面诊特征与疾病关系探究［J］.中华中医药杂志，2022，37（2）：902-905., articleTitle=null, refAbstract=null), Reference(id=1319724760758599754, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［20］, rfOrder=19, authorNames=null, journalName=null, refType=null, unstructuredReference=李加才，屠立平，姚兴华，等.基于中医数字化面诊技术的健康状态人群面色特征研究［J］.中华中医药杂志，2022，37（1）：342-347., articleTitle=null, refAbstract=null), Reference(id=1319724760850874443, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［21］, rfOrder=20, authorNames=null, journalName=null, refType=null, unstructuredReference=CHENG B Z，MA J L，CHEN X L，et al. Objective study of the facial parameters of observations in patients with type 2 diabetes mellitus by machine learning［J］. Ann Transl Med，2022，10（18）：960., articleTitle=null, refAbstract=null), Reference(id=1319724760943149132, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［22］, rfOrder=21, authorNames=null, journalName=null, refType=null, unstructuredReference=ZHAO C B，LI G Z，LI F F，et al. Qualitative and quantitative analysis for facial complexion in traditional Chinese medicine［J］. Biomed Res Int，2014，2014：207589., articleTitle=null, refAbstract=null), Reference(id=1319724761031229517, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［23］, rfOrder=22, authorNames=null, journalName=null, refType=null, unstructuredReference=冯跃，李胜可，李周姿，等.适用于面诊图像分割的轻量级网络［J］.现代电子技术，2023，46（6）：143-148., articleTitle=null, refAbstract=null), Reference(id=1319724761131892814, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［24］, rfOrder=23, authorNames=null, journalName=null, refType=null, unstructuredReference=ZHI L，ZHANG D，YAN J Q，et al. Classification of hyperspectral medical tongue images for tongue diagnosis［J］. Comput Med Imaging Graph，2007，31（8）：672-678., articleTitle=null, refAbstract=null), Reference(id=1319724761215778895, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［25］, rfOrder=24, authorNames=null, journalName=null, refType=null, unstructuredReference=陈春凤，王忆勤，徐琎等.342例肺系疾病患者的语音信号采集和特征分析［J］.上海医药，2022，43（14）：21-25., articleTitle=null, refAbstract=null), Reference(id=1319724761299664976, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［26］, rfOrder=25, authorNames=null, journalName=null, refType=null, unstructuredReference=李磊.基于语音识别的帕金森病识别系统研究与实现［D］.重庆：重庆大学，2018., articleTitle=null, refAbstract=null), Reference(id=1319724761379356753, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［27］, rfOrder=26, authorNames=null, journalName=null, refType=null, unstructuredReference=SNITZ K，ANDELMAN-GUR M，PINCHOVER L，et al. Proof of concept for real-time detection of SARS CoV-2 infection with an electronic nose［J］. PLoS One，2021，16（6）：e0252121., articleTitle=null, refAbstract=null), Reference(id=1319724761454854226, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［28］, rfOrder=27, authorNames=null, journalName=null, refType=null, unstructuredReference=孙艳秋，燕燕，李思思.中医智能诊疗机器人的临床应用研究［J］.中华中医药学刊，2024，42（3）：19-23., articleTitle=null, refAbstract=null), Reference(id=1319724761542934611, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［29］, rfOrder=28, authorNames=null, journalName=null, refType=null, unstructuredReference=FAN B C，LI Y H，WEN G H，et al. Personalized body constitution inquiry based on machine learning［J］. J Healthc Eng，2020，2020：8834465., articleTitle=null, refAbstract=null), Reference(id=1319724761610043476, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［30］, rfOrder=29, authorNames=null, journalName=null, refType=null, unstructuredReference=梁建庆，何建成.基于数字化系统的中医问诊诊断客观化研究［J］.中华中医药杂志，2014，29（5）：1534-1538., articleTitle=null, refAbstract=null), Reference(id=1319724761681346645, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［31］, rfOrder=30, authorNames=null, journalName=null, refType=null, unstructuredReference=浙江移动：基于医疗知识图谱的新冠肺炎智能辅助问诊系统［J］.杭州科技，2020（1）：62-63., articleTitle=null, refAbstract=null), Reference(id=1319724761773621334, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［32］, rfOrder=31, authorNames=null, journalName=null, refType=null, unstructuredReference=许鸿本，路熹雅，刘怡馨，等.构建知识与数据双驱动中医诊疗系统的可行性及路径分析［J］.中医杂志，2022，63（9）：801-805., articleTitle=null, refAbstract=null), Reference(id=1319724761853313111, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［33］, rfOrder=32, authorNames=null, journalName=null, refType=null, unstructuredReference=石玉琳，胡晓娟，许家佗.中医病证智能化诊断与分类研究进展［J］.中国中西医结合杂志，2019，39（6）：763-768., articleTitle=null, refAbstract=null), Reference(id=1319724761920421976, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［34］, rfOrder=33, authorNames=null, journalName=null, refType=null, unstructuredReference=NAFISI V R，GHODS R，SHOJAEDINI S V. A novel pulse-taking device for Persian medicine based on convolutional neural networks［J］. J Med Signals Sens，2022，12（4）：285-293., articleTitle=null, refAbstract=null), Reference(id=1319724762008502361, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［35］, rfOrder=34, authorNames=null, journalName=null, refType=null, unstructuredReference=NIE J，ZHANG L L，LIU J，et al. Pulse taking by a piezoelectric film sensor via mode energy ratio analysis helps identify pregnancy status［J］. IEEE J Biomed Health Inform，2022，26（5）：2116-2123., articleTitle=null, refAbstract=null), Reference(id=1319724762083999834, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［36］, rfOrder=35, authorNames=null, journalName=null, refType=null, unstructuredReference=MENG K Y，XIAO X，WEI W X，et al. Wearable pressure sensors for pulse wave monitoring［J］. Adv Mater，2022，34（21）：e2109357., articleTitle=null, refAbstract=null), Reference(id=1319724762218217563, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［37］, rfOrder=36, authorNames=null, journalName=null, refType=null, unstructuredReference=WANG F K，TANG M C，SU S C，et al. Wrist pulse rate monitor using self-injection-locked radar technology［J］. Biosensors（Basel），2016，6（4）：54., articleTitle=null, refAbstract=null), Reference(id=1319724762310492252, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［38］, rfOrder=37, authorNames=null, journalName=null, refType=null, unstructuredReference=LIU Y Y，LV Y X，XUE H B. Intelligent wearable wrist pulse detection system based on piezoelectric sensor array［J］. Sensors，2023，23（2）：835., articleTitle=null, refAbstract=null), Reference(id=1319724762390184029, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［39］, rfOrder=38, authorNames=null, journalName=null, refType=null, unstructuredReference=佘楷杰，袁艿君，马庆宇，等.机器学习驱动中医诊断智能化的发展现状、问题及解决路径［J］.中国中医基础医学杂志，2024，30（3）：398-406., articleTitle=null, refAbstract=null), Reference(id=1319724762448904286, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［40］, rfOrder=39, authorNames=null, journalName=null, refType=null, unstructuredReference=展志宏，戴国华，张丛惠，等.中医智能辨证多决策模型构建思路与方法［J］.中华中医药学刊，2024，42（2）：13-16., articleTitle=null, refAbstract=null), Reference(id=1319724762641842271, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［41］, rfOrder=40, authorNames=null, journalName=null, refType=null, unstructuredReference=ZHANG Q，ZHOU J H，ZHANG B. Graph based multichannel feature fusion for wrist pulse diagnosis［J］. IEEE J Biomed Health Inform，2020，25（10）：3732-3743., articleTitle=null, refAbstract=null), Reference(id=1319724762729922656, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［42］, rfOrder=41, authorNames=null, journalName=null, refType=null, unstructuredReference=PAN D P，GUO Y L，FAN Y F，et al. Development and application of traditional Chinese medicine using AI machine learning and deep learning strategies［J］. Am J Chin Med，2024，52（3）：605-623., articleTitle=null, refAbstract=null), Reference(id=1319724762792837217, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［43］, rfOrder=42, authorNames=null, journalName=null, refType=null, unstructuredReference=李新龙.中医智能诊疗研究中的数据标准化瓶颈和处理策略［J］.中华中医药杂志，2024，39（3）：1123-1126., articleTitle=null, refAbstract=null), Reference(id=1319724762855751778, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［44］, rfOrder=43, authorNames=null, journalName=null, refType=null, unstructuredReference=王志杰，樊薛津，王豫骞，等.机器学习方法在中医药研究中的应用进展［J］.药物评价研究，2024，47（8）：1906-1913., articleTitle=null, refAbstract=null), Reference(id=1319724762935443555, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［45］, rfOrder=44, authorNames=null, journalName=null, refType=null, unstructuredReference=衣凯，郭沈，徐樱，等.基于“制器尚象”理论探讨中医人工智能装备的研发构想［J］.中华中医药学刊，2024，42（7）：23-26，259-260., articleTitle=null, refAbstract=null), Reference(id=1319724763044495460, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［46］, rfOrder=45, authorNames=null, journalName=null, refType=null, unstructuredReference=李瑞珍，夏春明，王忆勤，等.基于频繁模式挖掘算法的中医问诊策略研究［J］.世界科学技术-中医药现代化，2024，26（6）：1608-1617., articleTitle=null, refAbstract=null), Reference(id=1319724763115798629, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, doi=null, pmid=null, pmcid=null, year=null, volume=null, issue=null, pageStart=null, pageEnd=null, url=null, language=null, rfNumber=［47］, rfOrder=46, authorNames=null, journalName=null, refType=null, unstructuredReference=袁培江，苏峰.两个黑箱问题——深度神经网络和脑神经网络［J］.科技导报，2017，35（18）：12., articleTitle=null, refAbstract=null)], funds=null, companyList=[AuthorCompany(id=1319724752239969267, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, xref=1., ext=[AuthorCompanyExt(id=1319724752248357876, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317133106793005208, companyId=1319724752239969267, language=EN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=^1.Graduate School, Hebei University of Traditional Chinese Medicine, Shijiazhuang 050091, Hebei, China), AuthorCompanyExt(id=1319724752256746485, tenantId=1146029695717560320, 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