UnityPoint健康

2023年6月20日

錐健康病人使用分析來決定多少醫生,心髒病專家和護士雇傭擴大診斷能力在格林斯博羅,南達說。大數據和衛生分析係統已經成熟,現在可以確定差距護理團隊的工作流程,特別是對特定的年齡段,根據南達。“如果我們能提供保健差距關閉推薦為特定年齡組和保持我們的病人的健康教育材料,它將支持預防保健大有幫助,”他說。除了預防疾病的發生,預防保健還包括二級預防,醫療服務提供者的旨在防止情況惡化,南達解釋說。這裏有五個領域中,大數據可以優化預防保健:1。人工智能AI在預防分析和報告醫療預防保健醫生可以預測患者群體的行為,這使得保健提供者在疾病發生之前采取行動。將人工智能集成到分析和報告允許衛生係統結合回顧性分析和實時報告。UnityPoint發現成功用毫升前瞻性決策支持援助,危害說。同時,自然語言處理可以把信息從口述文件,以確定哪些患者推薦年齡段需要自動提醒乳房x光檢查,南達解釋說。“否則,有人從提供者辦公室將通過圖表找出誰是由於搜尋什麼,或者他們會提交圖表標記他們的圖表,這樣他們可以識別誰是將一個服務,”他說。 AI can also help care teams query a database to see for which conditions a patient is at risk based on ethnicity, gender or family history, according to Nanda. 2. Big Data and Health Analytics to Improve Patient Engagement By using Big Data to generate timely insights for providers, care teams can spend more time on preventive care rather than combing through “disparate data sets to determine the preventive care opportunities that exist,” Harms says. In addition, data and analytics allow care teams to know when the right time is to reach out to patients. “Analytics can personalize the engagement opportunities for each patient, so our care teams are able to effectively spend their time with each patient where they are in their wellness journey,” Harms says. 3. Data Quality and Accuracy to Support Preventive Care Data quality in preventive care requires establishing data standards and avoiding inaccuracies and inconsistencies, Nanda explains. Inaccuracies can lead to incorrect diagnoses. As more data becomes available, it will be easier to meet data quality and accuracy standards, Harms suggests. Health systems such as UnityPoint Health use a data governance strategy to prioritize the most important data and metrics, according to Harms. “This ensures that we have a strong partnership with the clinical and business owners who are producers and stewards of the data, and that our governance practices are sized appropriately to provide value,” Harms says. In addition, a centralized data warehouse helps healthcare providers establish a “single source of truth” when an organization is using multiple data sources, says Nanda. 4. Healthcare Data Privacy and Security Healthcare providers are responsible for maintaining patient privacy and keeping data secure . That requires an active and consistent approach, according to Harms. UnityPoint uses multifactor authentication to protect its online patient portal, Harms says, and the health system’s email monitoring tools have blocked thousands of threats to the health system.