Text Analytics to Reduce Medical Terminology Errors

Key Highlights

  • In this success story, we implemented a Gen AI-powered document review system to streamline the analysis of medical trial documents, such as protocols and consent forms.
  • The company struggled with time-consuming manual reviews, inconsistent medical terminology, and the risk of oversight, which led to approval delays and increased resource costs.
  • We developed a custom AI pipeline featuring an intuitive dashboard for document comparison, automated review, and adaptive learning to enhance accuracy and efficiency over time.
  • The solution led to faster document processing, improved accuracy, reduced manual labor, and stronger compliance, ultimately accelerating the approval process.

Problem Statement

01

Manual Inefficiency: The manual review of medical trial documents is time-consuming, resource-intensive, and prone to human errors, leading to potential bottlenecks and high costs.

02

Terminology Variance: Differences in medical terminologies, conceptual variance, and the lack of a universal document structure create inconsistencies, making accurate interpretation difficult.

03

Oversight Risks: Human reviewers may overlook critical discrepancies, leading to potential approval delays or even patient safety concerns during the trial process.

Solution Overview

01

OptiSol has collaborated with a medical research company and implemented a custom Gen AI pipeline for analyzing varied medical trial documents, including protocol documents and consent forms.

02

OptiSol has designed an intuitive dashboard interface where users can upload documents for automated comparison and review of results, streamlining the overall process.

03

We have defined and adhered to a universal structure for medical trial documents, facilitating easier interpretation by both human reviewers and AI algorithms.

04

We utilized syntactic and semantic analysis techniques to compare relevant sections of different documents, such as adverse symptoms sections, to identify disparities and ensure consistency.

05

Our team has implemented a mechanism for the AI pipeline to continuously learn and adapt, improving its accuracy and efficiency over time through feedback loops and updates.

Business Impact

01

Enhanced Efficiency: Automated document review significantly reduced time and resource requirements, accelerating medical trial approvals and improving overall workflow.
0
%
Reduced processing time by

02

Improved Accuracy: Gen AI minimized human errors, ensuring greater consistency, compliance, and risk mitigation in trial documentation while enhancing patient safety.
0
%
Increased document accuracy by

03

Competitive Edge: Automation led to cost savings by reducing manual labor, expediting approvals, and providing a competitive advantage by attracting collaborators and investors.
0
%
Reduced manual labor costs by

About The Project

OptiSol worked with a medical research company to automate the time-consuming and error-prone process of reviewing medical trial documents. The manual approach struggled with inconsistent terminology and oversight risks, leading to delays and high costs. By implementing a Gen AI-powered solution with an intuitive dashboard, OptiSol streamlined document comparison and analysis, ensuring greater accuracy and consistency. This solution significantly reduced processing time, improved compliance, and reduced costs, ultimately accelerating the trial approval process and giving the company a competitive advantage.

Technology Stack

Testimonials of Our Happy Clients

Related Insights

DataOps – Top 3 Advantages

DataOps is a set of practices, processes, and technologies that combines an integrated and process-oriented perspective on data with automation and methods…

Top 5 Cloud Migration Companies in 2024

Cloud migration empowers businesses to adapt to changing market dynamics and technological advancements with ease. Unlike traditional on-premises…

Top 5 Advantages of Devops Services

DevOps services refer to a set of practices, tools, and methodologies that focus on enhancing collaboration, communication, and integration between software…

Connect With Us!