SBIR Phase II: Quantification of Operative Performance via Simulated Surgery, Capacitive Sensing, and Machine Learning to Improve Surgeon Performance & Medical Device Develop
SBIR 第二阶段:通过模拟手术、电容传感和机器学习量化手术表现,以提高外科医生的表现
基本信息
- 批准号:2223976
- 负责人:
- 金额:$ 99.64万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Cooperative Agreement
- 财政年份:2023
- 资助国家:美国
- 起止时间:2023-03-01 至 2025-02-28
- 项目状态:未结题
- 来源:
- 关键词:
项目摘要
The broader impact/commercial potential of this Small Business Innovation Research (SBIR) Phase II project is to improve surgical skill acquisition, assessment of surgical performance, and medical device training. The apprenticeship-based model of surgical training has created inefficiencies in the medical device and healthcare industries. This problem is exacerbated by the evolving complexity and specialization of surgical procedures and devices. The proposed technology combines lifelike, physical simulated procedures, novel sensing technologies, and machine-learned data analytics to address a universal market need for data-driven training. The technology developed during this project will result in surgical simulation platforms to improve procedural competency and the ability to practice device deployment outside of the operating room, while providing critical data-driven insight into surgical performance and quantitative evaluation. Ultimately, this solution could reduce patient costs, improve outcomes, and expedite medical device development and adoption. The proposed project will result in the development of a comprehensive system that collects data and evaluates vascular surgical operative performance in both the open and endovascular fields. An open vascular surgery simulation platform previously developed to train surgeons will be expanded to include endovascular procedures and the integration of capacitive sensors to capture a comprehensive set of operative performance data. This project aims to use artificial intelligence to classify key performance metrics from the collected dataset to build a comprehensive model to classify operative performance. A data-driven platform for surgical training and medical device development is not currently commercially available and the industry currently relies on increasingly cost-prohibitive means to provide vital surgical training.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
这个小企业创新研究(SBIR)第二阶段项目的更广泛的影响/商业潜力是改善手术技能的获取,手术性能的评估和医疗设备培训。以学徒为基础的外科培训模式造成了医疗设备和医疗保健行业的低效率。外科手术和设备的复杂性和专业化加剧了这一问题。该技术结合了逼真的物理模拟过程、新颖的传感技术和机器学习数据分析,以满足市场对数据驱动培训的普遍需求。在该项目中开发的技术将产生手术模拟平台,以提高手术能力和在手术室外实践设备部署的能力,同时为手术性能和定量评估提供关键的数据驱动洞察。最终,该解决方案可以降低患者成本,改善结果,并加快医疗设备的开发和采用。拟议的项目将导致一个综合系统的发展,收集数据和评估血管外科手术在开放和血管内领域的表现。先前开发的用于培训外科医生的开放式血管手术模拟平台将扩展到包括血管内手术和电容传感器的集成,以捕获一组全面的手术性能数据。本项目旨在利用人工智能对收集到的数据集中的关键绩效指标进行分类,建立一个综合的模型来对操作绩效进行分类。外科培训和医疗设备开发的数据驱动平台目前还没有商业化,而且该行业目前依赖于成本越来越高的手段来提供重要的外科培训。该奖项反映了美国国家科学基金会的法定使命,并通过使用基金会的知识价值和更广泛的影响审查标准进行评估,被认为值得支持。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
数据更新时间:{{ journalArticles.updateTime }}
{{
item.title }}
{{ item.translation_title }}
- DOI:
{{ item.doi }} - 发表时间:
{{ item.publish_year }} - 期刊:
- 影响因子:{{ item.factor }}
- 作者:
{{ item.authors }} - 通讯作者:
{{ item.author }}
数据更新时间:{{ journalArticles.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ monograph.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ sciAawards.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ conferencePapers.updateTime }}
{{ item.title }}
- 作者:
{{ item.author }}
数据更新时间:{{ patent.updateTime }}
Hannah Eherenfeldt其他文献
Hannah Eherenfeldt的其他文献
{{
item.title }}
{{ item.translation_title }}
- DOI:
{{ item.doi }} - 发表时间:
{{ item.publish_year }} - 期刊:
- 影响因子:{{ item.factor }}
- 作者:
{{ item.authors }} - 通讯作者:
{{ item.author }}
{{ truncateString('Hannah Eherenfeldt', 18)}}的其他基金
SBIR Phase I: Open Vascular Surgical Training System for Skill Acquisition and Evaluation
SBIR 第一阶段:用于技能获取和评估的开放式血管外科培训系统
- 批准号:
2035945 - 财政年份:2021
- 资助金额:
$ 99.64万 - 项目类别:
Standard Grant
相似国自然基金
Baryogenesis, Dark Matter and Nanohertz Gravitational Waves from a Dark
Supercooled Phase Transition
- 批准号:24ZR1429700
- 批准年份:2024
- 资助金额:0.0 万元
- 项目类别:省市级项目
ATLAS实验探测器Phase 2升级
- 批准号:11961141014
- 批准年份:2019
- 资助金额:3350 万元
- 项目类别:国际(地区)合作与交流项目
地幔含水相Phase E的温度压力稳定区域与晶体结构研究
- 批准号:41802035
- 批准年份:2018
- 资助金额:12.0 万元
- 项目类别:青年科学基金项目
基于数字增强干涉的Phase-OTDR高灵敏度定量测量技术研究
- 批准号:61675216
- 批准年份:2016
- 资助金额:60.0 万元
- 项目类别:面上项目
基于Phase-type分布的多状态系统可靠性模型研究
- 批准号:71501183
- 批准年份:2015
- 资助金额:17.4 万元
- 项目类别:青年科学基金项目
纳米(I-Phase+α-Mg)准共晶的临界半固态形成条件及生长机制
- 批准号:51201142
- 批准年份:2012
- 资助金额:25.0 万元
- 项目类别:青年科学基金项目
连续Phase-Type分布数据拟合方法及其应用研究
- 批准号:11101428
- 批准年份:2011
- 资助金额:23.0 万元
- 项目类别:青年科学基金项目
D-Phase准晶体的电子行为各向异性的研究
- 批准号:19374069
- 批准年份:1993
- 资助金额:6.4 万元
- 项目类别:面上项目
相似海外基金
SBIR Phase II: Innovative Glass Inspection for Advanced Semiconductor Packaging
SBIR 第二阶段:先进半导体封装的创新玻璃检测
- 批准号:
2335175 - 财政年份:2024
- 资助金额:
$ 99.64万 - 项目类别:
Cooperative Agreement
SBIR Phase II: Intelligent Language Learning Environment
SBIR第二阶段:智能语言学习环境
- 批准号:
2335265 - 财政年份:2024
- 资助金额:
$ 99.64万 - 项目类别:
Cooperative Agreement
SBIR Phase II: FlashPCB Service Commercialization and AI Component Package Identification
SBIR第二阶段:FlashPCB服务商业化和AI组件封装识别
- 批准号:
2335464 - 财政年份:2024
- 资助金额:
$ 99.64万 - 项目类别:
Cooperative Agreement
SBIR Phase II: Thermally-optimized power amplifiers for next-generation telecommunication and radar
SBIR 第二阶段:用于下一代电信和雷达的热优化功率放大器
- 批准号:
2335504 - 财政年份:2024
- 资助金额:
$ 99.64万 - 项目类别:
Cooperative Agreement
SBIR Phase II: Innovative Two-Phase Cooling with Micro Closed Loop Pulsating Heat Pipes for High Power Density Electronics
SBIR 第二阶段:用于高功率密度电子产品的创新两相冷却微闭环脉动热管
- 批准号:
2321862 - 财政年份:2024
- 资助金额:
$ 99.64万 - 项目类别:
Cooperative Agreement
SBIR Phase II: Sodium-Based Solid-State Batteries for Stationary Energy Storage
SBIR第二阶段:用于固定储能的钠基固态电池
- 批准号:
2331724 - 财政年份:2024
- 资助金额:
$ 99.64万 - 项目类别:
Cooperative Agreement
SBIR Phase II: A mesh-free, sling-free, minimally invasive treatment for stress urinary incontinence in women
SBIR II 期:无网、无吊带的微创治疗女性压力性尿失禁
- 批准号:
2233106 - 财政年份:2024
- 资助金额:
$ 99.64万 - 项目类别:
Cooperative Agreement
SBIR Phase II: Zero Trust Solution for Precision Medicine and Precision Health Data Exchanges
SBIR 第二阶段:精准医疗和精准健康数据交换的零信任解决方案
- 批准号:
2226026 - 财政年份:2024
- 资助金额:
$ 99.64万 - 项目类别:
Cooperative Agreement
SBIR Phase II: Computer-based co-reading for students with reading disabilities
SBIR 第二阶段:为有阅读障碍的学生提供基于计算机的共同阅读
- 批准号:
2321439 - 财政年份:2024
- 资助金额:
$ 99.64万 - 项目类别:
Cooperative Agreement
SBIR Phase II: Development of a Novel Measurement Technology to Enable Longitudinal Multiomic Investigations of the Gut Microbiome
SBIR 第二阶段:开发新型测量技术以实现肠道微生物组的纵向多组学研究
- 批准号:
2314685 - 财政年份:2024
- 资助金额:
$ 99.64万 - 项目类别:
Cooperative Agreement