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unstructuredReference=刘杰，房文亮，谷海媛，等.中药鉴定方法及其发展概况［J］.中国药事，2023，37（11）：1332-1340., articleTitle=null, refAbstract=null), Reference(id=1319630397399479095, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=MA Y Y, ZHONG Y M, SU Q, et al. Study on identification algorithm of traditional Chinese medicinals microscopic image based on convolutional neural network［J］. Medicine (Baltimore), 2023, 102 (25) : e34085., articleTitle=null, refAbstract=null), Reference(id=1319630397508531000, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=周培军，李学芳，符德欢，等．滇黄精与易混品轮叶黄精的比较鉴别［J］．广州中医药大学学报，2017，34（4）：587-591., articleTitle=null, refAbstract=null), Reference(id=1319630397575639865, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=肖玉洁，赵祥升，魏建和.中药“辨状论质”理论的发展与应用［J］．药学前沿，2024，27（9）：155-169., articleTitle=null, refAbstract=null), Reference(id=1319630397646943034, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=徐睿，程铭恩，彭华胜．黄精的品质评价及其“辨状论质”考［J］.中成药，2023，45（4）：1241-1245., articleTitle=null, refAbstract=null), Reference(id=1319630397730829115, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=李精云，刘延泽.中药显微定量法的研究概况［J］.中医学报，2012，27（7）：852-855., articleTitle=null, refAbstract=null), Reference(id=1319630397814715196, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=MIAO J F, HUANG Y N, WANG Z S, et al. Image recognition of traditional Chinese medicine based on deep learning［J］. Front Bioeng Biotechnol, 2023, 11: 1199803., articleTitle=null, refAbstract=null), Reference(id=1319630397890212669, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=韩志涛．基于深度学习的图像大数据分类研究［J］．太原城市职业技术学院学报，2022（12）：188-192., articleTitle=null, refAbstract=null), Reference(id=1319630397957321534, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=JENA B, SAXENA S, NAYAK G K, et al. Artificial intelligence-based hybrid deep learning models for image classification: The first narrative review［J］. Comput Biol Med, 2021, 137: 104803., articleTitle=null, refAbstract=null), Reference(id=1319630398028624703, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=WANG C Y, BOCHKOVSKIY A, LIAO H M. YOLOv7: trainable bag-of-freebies sets new state-of-the-art for real-time object detectors［C］//2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Vancouver, BC, Canada. IEEE, 2023: 7464-7475., articleTitle=null, refAbstract=null), Reference(id=1319630398108316480, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=KUBERA E, KUBIK-KOMAR A, KURASIŃSKI P, et al. Detection and recognition of pollen grains in multilabel microscopic images［J］. Sensors (Basel), 2022, 22 (7) : 2690., articleTitle=null, refAbstract=null), Reference(id=1319630398183813953, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=李佳园，魏晓嘉，万国慧，等．“辨状论质”的历史沿革与现代研究进展［J］.中国实验方剂学杂志，2021，27（6）：189-196., articleTitle=null, refAbstract=null), Reference(id=1319630398246728514, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=SUN X, QIAN H N. Chinese herbal medicine image recognition and retrieval by convolutional neural network［J］. PLoS One, 2016, 11 (6) : e0156327., articleTitle=null, refAbstract=null), Reference(id=1319630398343197507, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=ZHOU Q, ZHU W J, LI F C, et al. Transfer learning of the ResNet-18 and DenseNet-121 model used to diagnose intracranial hemorrhage in CT scanning［J］. Curr Pharm Des, 2022, 28 (4) : 287-295., articleTitle=null, refAbstract=null), Reference(id=1319630398418694980, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=梁鹂，厉妲，康廷国．槐米花粉粒显微特征常数与芦丁相关性研究［J］．时珍国医国药，2015，26（11）：2790-2791., articleTitle=null, refAbstract=null), Reference(id=1319630398515163973, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=何婉婉，张建逵，李云静，等．北豆根显微特征指数与化学成分相关性［J］.中国实验方剂学杂志，2017，23（1）：42-46., articleTitle=null, refAbstract=null), Reference(id=1319630398624215878, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=戚玲珑，高建瓴．基于改进YOLOv7的小目标检测［J］．计算机工程，2023，49（1）：41-48., articleTitle=null, refAbstract=null), Reference(id=1319630398712296263, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=ZHOU H L, LUO J L, YE Q P, et al. Advancing jasmine tea production: YOLOv7-based real-time jasmine flower detection［J］. J Sci Food Agric, 2024, 104 (15) : 9297-9311., articleTitle=null, refAbstract=null), Reference(id=1319630398796182344, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=WANG S Y, WU D S, ZHENG X Y. TBC-YOLOv7: a refined YOLOv7-based algorithm for tea bud grading detection［J］. Front Plant Sci, 2023, 14: 1223410., articleTitle=null, refAbstract=null), Reference(id=1319630400448738121, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=刘伟，杨蕾，徐争超，等．基于YOLOv7的显著性目标检测［J］．物联网技术，2025，15（5）：41-43., articleTitle=null, refAbstract=null), Reference(id=1319630400650064714, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=徐飞，孟沙，吴启南，等．基于卷积神经网络的人参与西洋参饮片鉴别方法研究［J］．南京中医药大学学报，2018，34（6）：621-624., articleTitle=null, refAbstract=null), Reference(id=1319630400729756491, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=孙鑫，钱会南．基于深度卷积网络的中药饮片图像识别［J］．世界科学技术-中医药现代化，2017，19（2）：218-222., articleTitle=null, refAbstract=null), Reference(id=1319630400809448268, tenantId=1146029695717560320, journalId=1255847919539208197, articleId=1317115209022558866, 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=耿创，宋品德，曹立佳. 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