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学科门类医学、工学
成果形式实物
研究类型应用研究
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成果名称面向微创外科的SurClaw手术图文病历报告自动生成系统
二级学科名称外科学、人工智能
成果依托科研项目、经费资助等国家自然科学基金委员会仪器专项基金项目（2011年）；医智慧研究院专项课题（2023年）；国家自然科学基金面上项目（2024年）；
成果应用领域临床诊疗辅助、医院智慧管理、医保数字监管、医疗装备升级
成果应用单位或发表刊物单位单位名称国家医学中心西安交通大学第一附属医院、榆林市中心医院多家三甲医院临床试用
使用或出版、发表时间2024年《中国数字医疗创新发展蓝皮书》
主要完成人信息（按贡献度排序）姓名培养层次专业联系方式
王志博博士研究生人工智能13946112059
庄迪博士研究生电子科学与技术15037016686
黄璐博士研究生生物医学工程18821703720
娄啸霄博士研究生骨外科18845599147
翟华清硕士研究生新闻与传播18791301057
马永泰硕士研究生外科学18209539033
巴赫硕士研究生口腔医学17709880556
徐庶钦硕士研究生外科学18337840990
指导教师信息姓名职称职务研究方向联系方式
吕毅教授院长肝胆外科无
王小华教授院长电气工程xhw@mail.xjtu.edu.cn
吴荣谦教授副主任外科重症18629053941
张少强教授主任耳鼻喉头颈外18991232178
科
彭子洋助理研究员无医工交叉外科数字化诊疗17809212035
本成果主要获奖记录(前3项)1. 2024“数据要素×”大赛陕西分赛医疗健康赛道一等奖2. 2024中国国际大学生创新大赛高教主赛道国家级金奖3. 2025全国大学生电子商务“创新、创意及创业”挑战赛国赛一等奖
成果简介(篇章结构、成果摘要,限300字):针对微创外科手术记录“纯文字、难回溯、医生负荷重”的痛点,本项目研发了SurClaw手术图文病历报告自动生成系统。本系统依托100TB多中心多模态手术影像数据集,创新融合微调LLM大模型与Mamba智能体架构,构建“端-边-云”协同体系,实现了手术图文病历报告的自动快速生成,同时攻克了术中烟雾干扰、超长视频实时语义分析等难题。系统将单份图文报告生成时间从人工撰写的10余分钟缩短至30秒左右,手术关键步骤识别精度超90%。目前已在全国多家三甲医院(肝胆、胃肠、胸外等6大科室)临床应用,累计生成3000余份标准手术图文病历报告,服务超万人次手术患者。成果获发明专利4项、软著2项,目前正稳步推进二类医疗器械注册申报工作,作为编委参编《中国数字医疗创新发展蓝皮书》,为数字健康医疗提供了可推广的“交大样板”。
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20医疗健康利用药品追溯码创新监管模式，保障医保基金安全与药品质量榆林市医疗保障局
21医疗健康分子病理全流程数字化管理，推动精准医疗与智慧医疗发展西安交通大学第一附院医院
22应急管理打造陕西数字底图，支撑应急响应与资源调动智能化自然资源部陕西基础地理信息中心
23应急管理全天候无人船助力构建数字孪生水利底座，提升水利管理智能化水平西安水泽动力科技有限公司
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指导教师推荐意见（申报成果确认，主要特点，突出成效等，不少于200字）：\n 本人对该项目“面向微创外科的SurClaw手术图文病历报告自动生成系统”进行了深入了解，对其性能、先进性、实用性及可推广性评价如下：\n 该成果面向微创外科临床真实痛点，将人工智能大模型技术与手术记录深度融合，研制出SurClaw图文病历自动生成系统。学生团队在项目中主导了多模态数据标注、算法优化及临床验证工作，展现了出色的交叉学科创新能力和工程实践能力。尤为可贵的是，该成果已在全国多家三甲医院落地，显著提升了手术文书效率和医疗质量，且易于被外科医生和手术患者接受，并获得多项国家级竞赛金奖及发明专利，社会经济效益突出。\n 该成果体现了“医工结合”培养模式的突出成效，同意推荐申报陕西省研究生创新成果奖。\n 指导教师签字：\n 年月日
第一完成人所在院系推荐意见：\n\n 负责人签字（单位公章）：\n 年月日
参展单位推荐意见：\n\n 负责人签字（单位公章）：\n 年月日
专家评审意见：\n\n 评审小组组长签字：\n 年月日
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