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INTELLIGENT MEDICAL PLATFORM

Design and develop evidence and dialogue based clinical decision support system to support diverse knowledge resources (i.e. unstructured text, images, and structured EMR/EHR data) for evolutionary knowledge base with novel technology

Supporting Tools

INTELLIGENT MEDICAL PLATFORM

To facilitate users (patients and physicians) to dialogue with the system using multimodal (text, voice, and image) dialogue interface

Research Plan - Limitations and Solutions

Core 3 Data Acquisition and Persistence

HomeCore 3 Data Acquisition and Persistence

Core 3: Data Acquisition and Persistence

Objective

The main objective of Core 3 is to provide Synchronization of heterogeneous medical-sensor data for identification, analysis and communication. The Curation of context, raw sensory, environmental variables in large scale non-volatile persistence (Big Data) with CRUD operations. Also provide support to the FHIR and heterogenous format. 

Features

  • To provide a support for the observatory and interventional data from multimodal data sources.
  • To data acquisition service also manage data communication from multiple medical / sensor devices.
  • The life-log analysis also provides Identification, analysis and processing of the data from multimodal data sources. 
  • As lot of data are coming from the heterogenous data sources therefore, storage of heterogeneous data in real-time is mandatory for the Core 3. 
  • Provisioning of the raw-sensory data for non-volatile persistence for data driven knowledge generation

Uniqueness & Contribution

  • Active real-time monitoring for identification of critical vital signs
  • Push based intimation to stakeholders for alarming health condition
  • Structured data extraction for knowledge building Context Aware Dialogue Management