The heterogeneity, diversity of sources, quality of data and various representations of unstructured data in healthcare increases the number of challenges as compared to structured data. This systematic review of the literature identifies the challenges and problems of data-driven healthcare due to the...
Healthcare records and medical imaging. Healthcare providers use unstructured data such as patient records, clinical notes, and medical images to improve diagnostics and treatment plans. Machine learning models can process this data to identify patterns or anomalies that may aid in early diagnosis or ...
Healthcare quality research is a fundamental task that involves assessing treatment patterns and measuring the associated patient outcomes to identify potential areas for improving healthcare. While both qualitative and quantitative approaches are used, a major obstacle for the quantitative approach is that...
Healthcare:Structured data in healthcare is utilized to empower clinical decision-making, monitor patient outcomes, and facilitate communication between various departments Unstructured data: Analytics:Unstructured data from social media platforms, such as Facebook, Twitter, and Instagram, can be analyzed ...
15 Top Healthcare Enterprises 300+ Satisfied Customers 25% of Fortune 20 Enterprises 60+ Awards Zubin, our AI-powered, self-service unstructured data management software, puts you in full control of your data – whether it’sRisk Assessment,Data Security Posture Management (DSPM),Privacy Compliance...
Medical data. Healthcare records contain both machine-generated and human-input data. Records from medical devices include images and sensor data. Information from medical personnel has a document form. Both contain useful data from a medical perspective. ...
Structured data Search Relevance 1. Introduction In an effort to improve safety most healthcare systems have a patient safetyreporting system(PSRS) in place[1],[2]. These systems provide a method for staff, including physicians, nurses, and technicians, to report on safety events in their envir...
Medical big data mining and processing in e-health care A. Vidhyalakshmi, C. Priya, in An Industrial IoT Approach for Pharmaceutical Industry Growth, 2020 1.1.1.2 Unstructured Unstructured data are data that are unavailable in any specific form or structure. These kinds of data are complex to ...
Unstructured Data in Predictive Process Monitoring: Lexicographic and Semantic Mapping to ICD-9-CM Codes for the Home Hospitalization Service The large availability of hospital administrative and clinical data has encouraged the application of Process Mining techniques to the healthcare domain. P... M ...
For industries such as healthcare, legal, research and development, unstructured data like lab results, case notes, and research reports can be an enormous source of intelligence, leading to potential breakthroughs and discoveries. In short, making sense of unstructured data gives companies a ...