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人工智能在中医诊疗领域的研究综述
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作者 苏尤丽 胡宣宇 +3 位作者 马世杰 张雨宁 阿布都克力木·阿布力孜 哈里旦木·阿布都克里木 《计算机工程与应用》 CSCD 北大核心 2024年第16期1-18,共18页
中医诊疗领域正逐步迈向标准化、客观化、现代化与智能化。在此过程中,人工智能的融入极大地推动了中医诊疗、科学研究及中医传承的发展。从人工智能在中医领域的研究现状出发,梳理了从最初的专家系统和规则引擎,到逐渐成熟的传统机器... 中医诊疗领域正逐步迈向标准化、客观化、现代化与智能化。在此过程中,人工智能的融入极大地推动了中医诊疗、科学研究及中医传承的发展。从人工智能在中医领域的研究现状出发,梳理了从最初的专家系统和规则引擎,到逐渐成熟的传统机器学习算法,再到如今引领潮流的深度学习三个阶段,人工智能在中医领域的应用发展情况。总结了近年来涌现出的中医知识管理工具和大型模型,这些工具和模型为中医诊疗的智能化提供了坚实的支持。最后针对现阶段人工智能在中医领域中存在的数据公平性、多模态数据理解、模型鲁棒性、个性化医疗及可解释性等多重挑战进行分析。为应对这些挑战,需要持续探索并提出可能的解决方案,以推动中医诊疗智能化的深入发展,更好地满足人民健康需求。 展开更多
关键词 中医诊疗 人工智能 中医知识库 中医大模型
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The enlightenment of artificial intelligence large-scale model on the research of intelligent eye diagnosis in traditional Chinese medicine
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作者 GAO Yuan WU Zixuan +4 位作者 SHENG Boyang ZHANG Fu CHENG Yong YAN Junfeng PENG Qinghua 《Digital Chinese Medicine》 CAS CSCD 2024年第2期101-107,共7页
Eye diagnosis is a method for inspecting systemic diseases and syndromes by observing the eyes.With the development of intelligent diagnosis in traditional Chinese medicine(TCM);artificial intelligence(AI)can improve ... Eye diagnosis is a method for inspecting systemic diseases and syndromes by observing the eyes.With the development of intelligent diagnosis in traditional Chinese medicine(TCM);artificial intelligence(AI)can improve the accuracy and efficiency of eye diagnosis.However;the research on intelligent eye diagnosis still faces many challenges;including the lack of standardized and precisely labeled data;multi-modal information analysis;and artificial in-telligence models for syndrome differentiation.The widespread application of AI models in medicine provides new insights and opportunities for the research of eye diagnosis intelli-gence.This study elaborates on the three key technologies of AI models in the intelligent ap-plication of TCM eye diagnosis;and explores the implications for the research of eye diagno-sis intelligence.First;a database concerning eye diagnosis was established based on self-su-pervised learning so as to solve the issues related to the lack of standardized and precisely la-beled data.Next;the cross-modal understanding and generation of deep neural network models to address the problem of lacking multi-modal information analysis.Last;the build-ing of data-driven models for eye diagnosis to tackle the issue of the absence of syndrome dif-ferentiation models.In summary;research on intelligent eye diagnosis has great potential to be applied the surge of AI model applications. 展开更多
关键词 Traditional Chinese medicine(TCM) Eye diagnosis Artificial intelligence(AI) Large-scale model Self-supervised learning Deep neural network
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Effect of polypeptide 2B1 on condition of dampness pattern in rats in terms of Traditional Chinese Medicine 被引量:3
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作者 Zhangbin Yang Ting Xiang +6 位作者 Shijun Zhang Hongrui Zhan Zexiong Chen Baoguo Sun Xiaoling Chen Jingli Shi Bin Ren 《Journal of Traditional Chinese Medicine》 SCIE CAS CSCD 2014年第2期214-220,共7页
OBJECTIVE: This study investigated how polypeptide 2B1 is involved in regulating and governing dampness in rat models with dampness pattern defined in terms of Traditional Chinese Medicine. METHODS: We randomly divi... OBJECTIVE: This study investigated how polypeptide 2B1 is involved in regulating and governing dampness in rat models with dampness pattern defined in terms of Traditional Chinese Medicine. METHODS: We randomly divided 48 SPF 10-week-old male Sprague-Dawley (SD) rats into a normal group, normal + Aristolochic acid I (AA-I) for 5 min group, normal + AA-I for 60 min group, dampness pattern group (DS-Group), dampness pattern + AA-I for 5 rain tern + AA-I for 60 min group, and dampness pat- group. Groups were then treated accordingly. We took out the lung, stom- ach, liver, spleen, kidney, large intestine, and small intestine tissues to detect gene and protein expres- sion of organic anion transporter polypeptide 2B1 (OATP2B1). RESULTS= Gene expression of OATP2B1 in spleen, kidney, and small intestine of rats with dampness pattern was lower than that in normal rats (P〈0.05). The gene expressions of OATP2B1 in liver, stomach, large intestine, and small intestine were lower than that in control rats at different time points after being stimulated by AA-I (P〈0.05). CONCLUSION There is coordination among multiple viscera in handling the condition of dampness, and the mechanism underlying the action may rely on regulating the expression of OATP2B1. 展开更多
关键词 Medicine Chinese traditional VISCERA Organic anion transporter polypeptide 2B1 Dampness pattern Aristolochic acid
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