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    Cloud Analytics in Healthcare - Biomedical Data Interpretation

     Info
    CitiusTech's solution makes use of Amazon Textract to simplify the text extraction from output data generated by medical devices and then converts it into usable insights which can help physicians focus more on clinical diagnosis and reduce the administrative workload.

    Overview

    In the healthcare domain, the efficient interpretation of biomedical data is critical for informed decision-making. However, the inherent complexity of output data, its format where data is often divided into sections, poses a significant challenge. Physicians and technicians face difficulties in extracting actionable insights from the current data formats.

    Solution Focus: CitiusTech's solution leverages Amazon Textract which efficiently extracts textual data from complex biomedical charts, overcoming the limitations of traditional manual interpretation. The solution involves a meticulous process of data extraction using Amazon Textract from complex output files where data is segmented in various sections, organizes it into readable XML files, and significantly improves data interpretation efficiency with over 90% accuracy.

    Key Challenges:

    Streamlining radiological data interpretation: A radiology center can face challenges in efficiently interpreting and analyzing data generated by advanced imaging devices. The traditional approach of manually deciphering complex radiological charts and images led to delays in diagnosis and treatment.

    Optimizing laboratory test result analysis: A clinical laboratory can face challenges in handling a high volume of test results, especially those presented in multiple segments in a single file. Manual interpretation often led to errors and delays in providing crucial information to healthcare professionals.

    Enhancing remote patient monitoring: In remote patient monitoring scenarios, healthcare professionals struggle with interpreting data generated by wearable devices, particularly when presented in graphical formats.

    Solution Features: Precision and Accuracy- By implementing cloud analytics with Amazon Textract, the radiologists can automate the extraction of textual data from intricate imaging charts. This leads to more precise and accurate radiology reports.

    Time Efficiency- With reduced manual interventation in extracting data from reports/charts, physicians can focus more on clinical analyis leading to more efficient use of their time.

    Data Accuracy & Reduction- Automating the process the of extracting key information from charts/reports helps in reducing errors which often is the case with manual interpretation.

    Structured and Readable Output- Extracted information are structured into XML files, providing a clear and organized format for easy interpretation by physicians and technicians.

    Enhanced Patient Care- With more accurate data in their hand, physicians can engage with their patients more proactively leading to improved patient engagement

    Highlights

    • Integrations with robust cloud services provider's OCR and data extraction service (Amazon Textract) which helps in simplifying data extraction from complex data files and structures where the data is not in standard formats.
    • Allows physicians to focus on clinical diagnosis resulting in enhanced patient care, reduced delays and errors, improved accuracies
    • The solution creates an XML file as an output, which is easy to read and interpret

    Details

    Delivery method

    Deployed on AWS

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    For any support enquiries please reach out through one of the following channels:

    Phone: +1 877-248-4871 Email: Partner@citiustech.com  Contact us URL: