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“AI打分”,华山这项新技术让帕金森病运动功能评估更精准 | 新技术

“AI打分”,华山这项新技术让帕金森病运动功能评估更精准 | 新技术

2026年4月11日是第30个世界帕金森病日,今年的主题为“科技赋能,智护全程”,展现了科技在疾病全周期管理过程中的重要作用。作为国家神经疾病医学中心,华山医院长期深耕帕金森病的临床诊疗、科研创新和规范化管理。近年来,由复旦大学附属华山医院神经内科王坚教授团队牵头开展的新技术“运动功能计算机视觉辅助评估”,让临床运动功能评估告别了“凭经验、靠肉眼”的时代走向客观、量化、标准化的新阶段。当前,该技术已经入选上海市可开展的新增医疗技术目录,在全国多家三甲医院推广应用。

凭经验、靠肉眼

传统运动评估标准不一

帕金森病是一种中老年人常见的大脑退化性疾病。作为全球第二大神经退行性疾病,帕金森病正悄无声息地影响着全球数千万中老年人的生活。对患者而言,这是一场需要终身对抗的慢性病,没有一劳永逸的治疗方案,所有的药物调整、手术规划、康复指导,都建立在对病情变化的准确判断之上。

此前,对于帕金森病等存在运动功能障碍的患者来说,每一次的临床运动功能评估,都藏着太多无奈。

明明感觉身体抖动更明显、动作更迟缓了,医生靠肉眼和量表的评估,却和上次没有明显差异;

► 不同医院、不同医生的评估结果不一样,病情变化没有可对比的客观数据,治疗方案的调整只能“凭经验”;

► 为了做一次全面的客观运动功能检查,要辗转步态分析、手功能评定、平衡检测等多个科室,穿戴一堆传感器,对行动不便的他们而言,每一步挪动都是负担。

这也是长期以来,临床运动功能评估面临的核心困境:传统人工评定高度依赖医生经验,主观误差大、重复性差,肉眼难以捕捉毫米级的细微运动变化;而穿戴式、单功能的检测设备,又存在流程烦琐、功能单一、患者负担重的问题。

给医生装上“AI慧眼”

拍段视频,评分更精准

为了打破这一困局,复旦大学附属华山医院神经内科王坚教授团队,借助人工智能技术,联合多学科力量,历经多年探索与临床验证,与相关单位合作推出了运动功能计算机视觉辅助评估技术,给运动功能评估装上了一双精准的“AI慧眼”。

依托经国家药品监督管理局审批上市的二类医疗器械软件,该技术能够完成对帕金森病患者运动功能的精准、客观、全维度量化评估,是一套面向运动功能障碍相关疾病的全流程辅助评估方案。

在医护人员的指导下,患者无需穿戴任何传感器或标记物,只要在高清摄像设备前完成面部运动、手指对指、步态行走等一系列标准化动作。录制视频基于AI模型,自动识别视频中人体的眼角、关节等数十个关键点,计算出运动过程中的幅度、速度、角度、频率等客观定量的运动学参数。随后,系统自动生成结构化的量化评估报告,供医生结合患者临床情况综合判读、参考使用,为诊疗方案的制定与优化提供客观依据

从几百个患者到全国各地,

这项新技术正在普及

自2023年正式引入临床试用以来,这项技术已在华山医院神经内科、康复医学科等多个科室实现常态化应用,累计完成近千例患者的评估任务,覆盖帕金森病、进行性核上性麻痹、血管性运动障碍等多类疾病。相关配套设备也已在全国多家三甲医院完成试点推广,获得了广泛的临床认可。

此外,针对手指和下肢运动的计算机视觉精准评估技术已上线“帕为” app,患者可以通过上传视频,足不出户了解自己运动功能变化。

对患者而言,这项技术带来的远不止一次检查的便捷。每一次精准的评估,都是对抗疾病的底气。对于需要长期慢病管理的帕金森病患者,它能精准捕捉病情的细微变化,让药物调整、脑深部电刺激(DBS)手术的术前评估与术后随访,都有了客观可追溯的量化标准,让每一步治疗决策都更精准、更科学。

此外,以该技术作为核心基础,华山医院神经内科唐一麟团队牵头的“基于AI技术的帕金森病智能诊疗和个性化管理一体化平台”项目,获得中国青年创青春大赛卫生健康行业专项赛暨第二届全国卫生健康行业青年创新大赛中智慧医疗类金奖。

未来,这项AI评估技术还将进一步下沉至基层医院、康复专科医院,让更多患者享受到同质化、标准化、精准化评估服务,提高每一位患者的生活质量。

文丨许之珩

审核丨王坚 唐一麟

编辑丨戚芷芫

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  1. CONNECT:[ UseTime:0.000659s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000845s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000310s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000344s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000486s ]
  6. SELECT * FROM `set` [ RunTime:0.000209s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000642s ]
  8. SELECT * FROM `article` WHERE `id` = 512472 LIMIT 1 [ RunTime:0.000432s ]
  9. UPDATE `article` SET `lasttime` = 1775954589 WHERE `id` = 512472 [ RunTime:0.005018s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000240s ]
  11. SELECT * FROM `article` WHERE `id` < 512472 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000534s ]
  12. SELECT * FROM `article` WHERE `id` > 512472 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001171s ]
  13. SELECT * FROM `article` WHERE `id` < 512472 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000717s ]
  14. SELECT * FROM `article` WHERE `id` < 512472 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.000723s ]
  15. SELECT * FROM `article` WHERE `id` < 512472 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.000806s ]
0.092376s