人工智能临床应用研究进展
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摘要
从人工智能的相关概念、常见应用场景、应用类型、挑战与困境等方面对临床应用现状进行综述,以期为人工智能的进一步研究提供借鉴。
引文
[1]KRITTANAWONG C,ZHANG H,WANG Z,et al.Artificial intelligence in precision cardiovascular medicine[J].J Am Coll Cardiol,2017,69(21):2657-2664.
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[9]王佳,赵全军,王涛,等.国产神经外科医疗机器人Remebot行无框架立体定向活检术的应用研究[J].中华神经医学杂志,2017,16(3):291-295.
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[18]SHEIKHTAHERI A,SADOUGHI F,HASHEMI D Z.Developing and using expert systems and neural networks in medicine:a review on benefits and challenges[J].J Med Syst,2014,38(9):110.
[19]冯伍,张俊兰.人工智能在医学上的应用[J].电子设计工程,2010,18(1):19-20.
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[21]金艳.长春市妇产科医院医疗专家系统[D].长春:东北师范大学,2006.
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[23]HAINC N,FEDERAU C,STIELTJES B,et al.The bright,artificial intelligence-augmented future of neuroimaging reading[J].Front Neurol,2017,8:489.
[24]WENG S,XU X,LI J,et al.Combining deep learning and coherent anti-stokes raman scattering imaging for automated differential diagnosis of lung cancer[J].J Biomed Opt,2017,22(10):1-10.
[25]孙国强,赵从朴,朱雯,等.智能语音识别技术在医院应用中的探索与实践[J].中国数字医学,2016,11(9):35-37.
[26]徐冬,陶石,刘雨生.基于语音云的电子病历研究与实践[J].中国数字医学,2012,7(3):15-18.
[27]王春美,侯晓红,臧渝梨,等.智能体温单信息系统的临床研究[J].解放军护理杂志,2012,29(5):69-71.
[28]高璐,李正风.构建STS参与进路:从人类基因组计划到英国基因组学网络[J].科学与社会,2014,4(1):65-79.
[29]王红强,顾康生.肿瘤精准医疗中的个性化药效评估(预测)方法[J].模式识别与人工智能,2017,30(2):117-126.
[30]OUYANG S S,LU J Y,KONG X Q,et al.Computational drug discovery[J].Acta Pharmacol Sin,2012,33(9):1131-1140.
[31]RIGLA M,GARCIA-SAEZ G,PONS B,et al.Artificial intelligence methodologies and their application to diabetes[J].J Diabetes Sci Technol,2018,12(2):303-310.
[32]赵婷,皮红英.养老服务信息化在社区老年人跌倒防控中的应用研究进展[J].护理研究,2016,30(20):2433-2435.
[33]吴彩云,应建华.乳腺癌病人心理问题信息化管理模式的构建与效果评价[J].护理研究,2017,31(11):1359-1362.
[34]BOOTH R G.Informatics and nursing in a post-nursing informatics world:future directions for nurses in an automated,artificially intelligent,social-networked healthcare environment[J].Nurs Leadersh(Tor Ont),2016,28(4):61-69.
[35]焦镜竹.人工智能技术应用发展中的人权伦理问题研究[D].延吉:延边大学,2017.
[36]李俊平.人工智能技术的伦理问题及其对策研究[D].武汉:武汉理工大学,2013.
[37]杨镇.人工智能:中国实验外科的机遇与挑战[J].中华实验外科杂志,2017,34(8):1261-1263.
[38]王绍源,崔文芊.国外机器人伦理学的兴起及其问题域分析[J].未来与发展,2013(6):48-52.
[2]王锡山.未来医学时代---人工智能诊疗[J].中华结直肠疾病电子杂志,2017,6(4):349-352.
[3]DEO R C.Machine learning in medicine[J].Circulation,2015,132(20):1920-1930.
[4]KRITTANAWONG C.The rise of artificial intelligence and the uncertain future for physicians[J].Eur J Intern Med,2018(48):e13-e14.
[5]BUZAEV I V,PLECHEV V V,Nikolaeva I E,et al.Artificial intelligence:neural network model as the multidisciplinary team member in clinical decision support to avoid medical mistakes[J].Chronic Dis Transl Med,2016,2(3):166-172.
[6]孔祥溢,王任直.人工智能及在医疗领域的应用[J].医学信息学杂志,2016,37(11):1-5.
[7]HAMET P,TREMBLAY J.Artificial intelligence in medicine[J].Metabolism,2017,69S:S36-S40.
[8]PEEK N,MARIN M R,PELEG M.Artificial intelligence in medicine AIME 2013[J].Artif Intell Med,2015,65(1):1-3.
[9]王佳,赵全军,王涛,等.国产神经外科医疗机器人Remebot行无框架立体定向活检术的应用研究[J].中华神经医学杂志,2017,16(3):291-295.
[10]刘波,程磊,徐建省,等.基于nRF24LE1的无线胶囊内窥镜医疗机器人[J].华中科技大学学报(自然科学版),2013,41(z1):293-296.
[11]BAIG M M,GHOLAMHOSSEINI H,MOQEEM A A,et al.Asystematic review of wearable patient monitoring systems-current challenges and opportunities for clinical adoption[J].J Med Syst,2017,41(7):115.
[12]RAY P P,DASH D,DE D.A systematic review of wearable systems for cancer detection:current state and challenges[J].J Med Syst,2017,41(11):180.
[13]付雪奇.输液配药机器人设计及其专家系统控制[D].哈尔滨:哈尔滨工业大学,2014.
[14]METZLER T A,LEWIS L M,POPE L C.Could robots become authentic companions in nursing care?[J].Nurs Philos,2016,17(1):36-48.
[15]ERIKSSON H,SALZMANN-ERIKSON M.The digital generation and nursing robotics:a netnographic study about nursing care robots posted on social media[J].Nurs Inq,2017,24(2):e12165.
[16]LIAO P H,HSU P T,CHU W,et al.Applying artificial intelligence technology to support decision-making in nursing:a case study in Taiwan[J].Health Informatics J,2015,21(2):137-148.
[17]PALANIAPPAN R,SUNDARAJ K,SUNDARAJ S.Artificial intelligence techniques used in respiratory sound analysis-a systematic review[J].Biomed Tech(Berl),2014,59(1):7-18.
[18]SHEIKHTAHERI A,SADOUGHI F,HASHEMI D Z.Developing and using expert systems and neural networks in medicine:a review on benefits and challenges[J].J Med Syst,2014,38(9):110.
[19]冯伍,张俊兰.人工智能在医学上的应用[J].电子设计工程,2010,18(1):19-20.
[20]王果成.心血管疾病智能医疗辅助诊断系统[D].哈尔滨:哈尔滨工业大学,2004.
[21]金艳.长春市妇产科医院医疗专家系统[D].长春:东北师范大学,2006.
[22]LEE J G,JUN S,CHO Y W,et al.Deep learning in medical imaging:general overview[J].Korean J Radiol,2017,18(4):570-584.
[23]HAINC N,FEDERAU C,STIELTJES B,et al.The bright,artificial intelligence-augmented future of neuroimaging reading[J].Front Neurol,2017,8:489.
[24]WENG S,XU X,LI J,et al.Combining deep learning and coherent anti-stokes raman scattering imaging for automated differential diagnosis of lung cancer[J].J Biomed Opt,2017,22(10):1-10.
[25]孙国强,赵从朴,朱雯,等.智能语音识别技术在医院应用中的探索与实践[J].中国数字医学,2016,11(9):35-37.
[26]徐冬,陶石,刘雨生.基于语音云的电子病历研究与实践[J].中国数字医学,2012,7(3):15-18.
[27]王春美,侯晓红,臧渝梨,等.智能体温单信息系统的临床研究[J].解放军护理杂志,2012,29(5):69-71.
[28]高璐,李正风.构建STS参与进路:从人类基因组计划到英国基因组学网络[J].科学与社会,2014,4(1):65-79.
[29]王红强,顾康生.肿瘤精准医疗中的个性化药效评估(预测)方法[J].模式识别与人工智能,2017,30(2):117-126.
[30]OUYANG S S,LU J Y,KONG X Q,et al.Computational drug discovery[J].Acta Pharmacol Sin,2012,33(9):1131-1140.
[31]RIGLA M,GARCIA-SAEZ G,PONS B,et al.Artificial intelligence methodologies and their application to diabetes[J].J Diabetes Sci Technol,2018,12(2):303-310.
[32]赵婷,皮红英.养老服务信息化在社区老年人跌倒防控中的应用研究进展[J].护理研究,2016,30(20):2433-2435.
[33]吴彩云,应建华.乳腺癌病人心理问题信息化管理模式的构建与效果评价[J].护理研究,2017,31(11):1359-1362.
[34]BOOTH R G.Informatics and nursing in a post-nursing informatics world:future directions for nurses in an automated,artificially intelligent,social-networked healthcare environment[J].Nurs Leadersh(Tor Ont),2016,28(4):61-69.
[35]焦镜竹.人工智能技术应用发展中的人权伦理问题研究[D].延吉:延边大学,2017.
[36]李俊平.人工智能技术的伦理问题及其对策研究[D].武汉:武汉理工大学,2013.
[37]杨镇.人工智能:中国实验外科的机遇与挑战[J].中华实验外科杂志,2017,34(8):1261-1263.
[38]王绍源,崔文芊.国外机器人伦理学的兴起及其问题域分析[J].未来与发展,2013(6):48-52.