人工智能AI在医学影像中的应用现状及展望
Journal: Basic Medical Theory Research DOI: 10.12238/bmtr.v7i5.16539
Abstract
近年来,人工智能(AI)在医学影像中的应用进展显著。机器学习和深度学习算法在辅助临床医生诊治过程中有着重要作用。本文意在从辅助诊断、手术进程、预测治疗反应和预后、未来展望四个方面对人工智能AI在医学影像中的发展现状进行综述。
Keywords
人工智能;AI;医学影像
Funding
HNMX20251359民办高校本科生参与科研活动研究。
Full Text
PDF - Viewed/Downloaded: 0 TimesReferences
[1] 赵一鸣,左秀然.PACS与人工智能辅助诊断的集成应用[J].中国数字医学,2018,13(4):20-22.
[2] 亿欧智库.2023年中国人工智能医学影像产品生态路线研究报告[EB/OL].(2023-07-21)[2024-08-23].https://baijiahao.
[3] 姜丹,王仲,刘德平.国内恶性肿瘤的患病现状及分布特征[J].现代泌尿生殖肿瘤杂志,2023,15(06):374-375+378.
[4] IWAYA M, HAYASHI Y, SAKAI Y, et al. Artificial intellige
[5] Liu JH,Xue KK,Li SJ,et al.Combined diagnosis of whole
[6] TAKAHASHI K,FUJIOKA T,OYAMA J,et al.Deep learning usi
[7] LASKARATOU E D,ELEFTHERIADES A,SPERELAKIS I,et al.Ep
[8] 戴建东,张志余,李洁,等.婴儿发育性髋关节脱位的早期筛查与治疗效果观察[J].实用医院临床杂志,2022,19(6):21-23.
[9] Magnéli M ,Borjali A ,Takahashi E , et al.Application of deep learning for automated diagnosis and classification of hip dysplasia on plain radiographs.[J].BMC musculoskeletal disorders,2024,25(1):117.
[2] 亿欧智库.2023年中国人工智能医学影像产品生态路线研究报告[EB/OL].(2023-07-21)[2024-08-23].https://baijiahao.
[3] 姜丹,王仲,刘德平.国内恶性肿瘤的患病现状及分布特征[J].现代泌尿生殖肿瘤杂志,2023,15(06):374-375+378.
[4] IWAYA M, HAYASHI Y, SAKAI Y, et al. Artificial intellige
[5] Liu JH,Xue KK,Li SJ,et al.Combined diagnosis of whole
[6] TAKAHASHI K,FUJIOKA T,OYAMA J,et al.Deep learning usi
[7] LASKARATOU E D,ELEFTHERIADES A,SPERELAKIS I,et al.Ep
[8] 戴建东,张志余,李洁,等.婴儿发育性髋关节脱位的早期筛查与治疗效果观察[J].实用医院临床杂志,2022,19(6):21-23.
[9] Magnéli M ,Borjali A ,Takahashi E , et al.Application of deep learning for automated diagnosis and classification of hip dysplasia on plain radiographs.[J].BMC musculoskeletal disorders,2024,25(1):117.
Copyright © 2025 张燚涵, 姜尚彤
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
