下载PDF
Data-Driven Defense: Enhancing Healthcare Experiences with LeanTaaS and Signal Sciences
技术
- 分析与建模 - 机器学习
- 分析与建模 - 预测分析
适用行业
- 医疗保健和医院
- 国家安全与国防
适用功能
- 产品研发
- 质量保证
用例
- 租赁金融自动化
- 篡改检测
服务
- 数据科学服务
挑战
LeanTaaS 是一家为全国领先的医院和医疗保健提供商提供服务的公司,需要一种安全解决方案,为其基于云的 API 提供实时可见性和防御。该公司使用精益方法和数据分析来创建更高效的医疗设施,并开发结合精益原则、预测分析和机器学习的软件产品,以提高医院效率。全国 50 多家提供商依靠他们的产品来增加患者就诊机会、减少等待时间、降低医疗服务成本并提高收入。然而,在满足 HIPAA 合规性要求的同时保护基于云的 Web 服务和 API 的安全构成了重大挑战。
关于客户
LeanTaaS 是一家软件公司,为美国一些领先的医院和医疗保健提供商提供服务。他们使用精益方法与数据分析相结合来创建更高效的医疗设施。该公司开发的软件产品结合了精益原则、预测分析和机器学习,以提高医院的效率。全国 50 多家提供商依靠他们的产品来增加患者就诊机会、减少等待时间、降低医疗服务成本并提高收入。 LeanTaaS 也是医疗机构的服务提供商,在严格监管的医疗保健行业内运营。
解决方案
LeanTaaS 向 Signal Sciences 寻求解决方案来应对其安全性和合规性挑战。 Signal Sciences 能够检测并阻止已知威胁,同时还提供 LeanTaaS 所有 Web 服务的深入可见性。这成为 LeanTaaS 安全性和合规性工具包的核心组件。该公司将安全性与其快节奏的开发和部署流程集成在一起。工程总监 Chandra Kalle 建立了一个采用整体安全方法的团队,认为安全性应该融入到整个工程、基础设施和运营中。 LeanTaaS 使用 Signal Sciences 作为其基础设施中的 Web 应用程序防火墙,在其开发、安全和运营团队中取得了巨大的成功。他们能够在 40 分钟内以阻塞模式部署它,并将其无缝集成到他们的 CI/CD 管道中。
运营影响
数量效益
相关案例.
Case Study
Hospital Inventory Management
The hospital supply chain team is responsible for ensuring that the right medical supplies are readily available to clinicians when and where needed, and to do so in the most efficient manner possible. However, many of the systems and processes in use at the cancer center for supply chain management were not best suited to support these goals. Barcoding technology, a commonly used method for inventory management of medical supplies, is labor intensive, time consuming, does not provide real-time visibility into inventory levels and can be prone to error. Consequently, the lack of accurate and real-time visibility into inventory levels across multiple supply rooms in multiple hospital facilities creates additional inefficiency in the system causing over-ordering, hoarding, and wasted supplies. Other sources of waste and cost were also identified as candidates for improvement. Existing systems and processes did not provide adequate security for high-cost inventory within the hospital, which was another driver of cost. A lack of visibility into expiration dates for supplies resulted in supplies being wasted due to past expiry dates. Storage of supplies was also a key consideration given the location of the cancer center’s facilities in a dense urban setting, where space is always at a premium. In order to address the challenges outlined above, the hospital sought a solution that would provide real-time inventory information with high levels of accuracy, reduce the level of manual effort required and enable data driven decision making to ensure that the right supplies were readily available to clinicians in the right location at the right time.
Case Study
Gas Pipeline Monitoring System for Hospitals
This system integrator focuses on providing centralized gas pipeline monitoring systems for hospitals. The service they provide makes it possible for hospitals to reduce both maintenance and labor costs. Since hospitals may not have an existing network suitable for this type of system, GPRS communication provides an easy and ready-to-use solution for remote, distributed monitoring systems System Requirements - GPRS communication - Seamless connection with SCADA software - Simple, front-end control capability - Expandable I/O channels - Combine AI, DI, and DO channels
Case Study
Driving Digital Transformations for Vitro Diagnostic Medical Devices
Diagnostic devices play a vital role in helping to improve healthcare delivery. In fact, an estimated 60 percent of the world’s medical decisions are made with support from in vitrodiagnostics (IVD) solutions, such as those provided by Roche Diagnostics, an industry leader. As the demand for medical diagnostic services grows rapidly in hospitals and clinics across China, so does the market for IVD solutions. In addition, the typically high cost of these diagnostic devices means that comprehensive post-sales services are needed. Wanteed to improve three portions of thr IVD:1. Remotely monitor and manage IVD devices as fixed assets.2. Optimizing device availability with predictive maintenance.3. Recommending the best IVD solution for a customer’s needs.
Case Study
HaemoCloud Global Blood Management System
1) Deliver a connected digital product system to protect and increase the differentiated value of Haemonetics blood and plasma solutions. 2) Improve patient outcomes by increasing the efficiency of blood supply flows. 3) Navigate and satisfy a complex web of global regulatory compliance requirements. 4) Reduce costly and labor-intensive maintenance procedures.
Case Study
Harnessing real-time data to give a holistic picture of patient health
Every day, vast quantities of data are collected about patients as they pass through health service organizations—from operational data such as treatment history and medications to physiological data captured by medical devices. The insights hidden within this treasure trove of data can be used to support more personalized treatments, more accurate diagnosis and more advanced preparative care. But since the information is generated faster than most organizations can consume it, unlocking the power of this big data can be a struggle. This type of predictive approach not only improves patient care—it also helps to reduce costs, because in the healthcare industry, prevention is almost always more cost-effective than treatment. However, collecting, analyzing and presenting these data-streams in a way that clinicians can easily understand can pose a significant technical challenge.