本报讯(记者叶真)睡眠质量直接关系人体健康，目前广泛使用的睡眠监测方法需要可穿戴设备的支持。 但是对于儿童、老人等特殊人群，可能会出现使用不便的情况。是否还有更多睡眠监测技术可以选择 呢？ 近日，记者从南京理工大学获悉，该校电子工程与光电技术学院洪弘教授领衔的新型生物医学传感团队 利用大规模夜间呼吸信号与深度学习技术，成功研发出高精度、非接触式的睡眠监测新方法，相关成果 已被国际顶尖期刊《自然—通讯》接收。 过去，人们也曾使用过非接触雷达来监测睡眠，但因存在数据稀缺、模型泛化差、生理映射不清等问 题，最终没有大规模使用。与以往不同的是，洪弘团队首次在睡眠医学领域提出"异质同源迁移"的人工 智能方法，即利用传统睡眠监测设备中积累的呼吸大数据，借助迁移学习技术，将已有的专业知识转移 到毫米波雷达这种非接触传感器上，使得雷达监测睡眠状态的准确性达到与医院使用的临床级设备相媲 美的水平。"这个监控平台可以同时精准解析人体的浅睡、深睡、快速眼动睡眠状态，并估算睡眠呼吸 暂停低通气指数，人们可以随身携带随时随地监测睡眠质量。"研究团队成员庄中旭博士介绍。 此外，团队还进一步开发了"远程睡眠健康管理平台"，医生可通过平台远 ...

深圳市豪恩汽车电子装备股份有限公司 关于 2025 年度向特定对象发行 A 股股票的预案 深圳市豪恩汽车电子装备股份有限公司 2025 年度向特定对象发行 A 股股票预案 公司声明 存在虚假记载、误导性陈述或重大遗漏，并对本预案内容的真实性、准确性、完 整性承担个别及连带的法律责任。 市公司证券发行注册管理办法》等法规及规范性文件的要求编制。 深圳市豪恩汽车电子装备股份有限公司 2025 年度向特定对象发行 A 股股票预案 后，公司经营与收益的变化由公司自行负责；因本次向特定对象发行股票引致的 投资风险由投资者自行负责。 致的声明均属不实陈述。 项的实质性判断、确认、批准或核准，本预案所述本次向特定对象发行股票相关 事项尚需公司股东大会的审议通过、深圳证券交易所审核通过并经中国证券监督 管理委员会同意注册后方可实施。 专业顾问。 深圳市豪恩汽车电子装备股份有限公司 2025 年度向特定对象发行 A 股股票预案 特别提示 本部分所述词语或简称与本预案"释义"所述词语或简称具有相同含义。 会议、第三届监事会第十四次会议审议通过，本次向特定对象发行股票的相关事 项尚需获得股东大会审议通过。本次向特定对象发行股票在获 ...

Group 1: Industry Overview - The 2025 Shanghai International Elderly Care, Aids, and Rehabilitation Medical Expo showcased around 500 exhibitors from 16 countries, highlighting advanced "black technology" products in elderly care, home nursing, and rehabilitation medical applications [1][5] - The silver economy is emerging as a new growth area, with companies eager to tap into the trillion-yuan market [1][6] Group 2: Technological Innovations - The "AI + Robotics" approach is creating new scenarios in smart elderly care, with products like the "Big Head A-Liang" robot serving as a personal assistant for medication reminders and health monitoring, significantly reducing manpower needs in care facilities by 60% [2][3] - Innovations such as the "smart ECG shirt" enable real-time heart monitoring and analysis, enhancing the accuracy and reliability of health assessments [2][4] - AI-driven products like the AI knock call device and kitchen monitoring systems are designed to ensure safety for elderly individuals at home [3][4] Group 3: Health Management Solutions - Automated health screening devices, such as the carotid artery screening robot, are being developed to improve chronic disease management in community healthcare settings [4][5] - The olfactory recognition check product for early screening of Alzheimer's and Parkinson's diseases demonstrates the potential for simple home-based health assessments [5][6] Group 4: Market Trends and Consumer Behavior - The silver economy market in China is currently valued at approximately 7 trillion yuan, projected to reach 30 trillion yuan by 2035, indicating significant growth potential [6][7] - The elderly population in Shanghai is increasingly engaged in higher consumption in areas like travel and entertainment, with a notable demand for smart home products [7][8] - Shanghai is positioning itself as a leader in the elderly care technology sector, with initiatives to develop a national-level silver economy industrial park [7][8]