Revolutionizing Systematic Literature Reviews: A Case Study with a Leading Global Medical Technology Company

Published: May 28, 2024

Author: Ernesto M.Nogueira

Revolutionizing Systematic Literature Reviews: A Case Study with a Leading Global Medical Technology Company

In a landmark project, GenexAI recently collaborated with a leading global medical technology company, to conduct a comprehensive and systematic literature review on specific cardiac surgeries. This endeavor, focusing on publications dated since 2016, aimed to sift through an extensive array of scientific literature to aid the company in research and decision-making processes concerning this complex medical intervention.

The essence of this collaboration was to harness the cutting-edge Artificial Intelligence capabilities of GenexAI, coupled with meticulous human analysis, to delve into and extract significant insights from relevant publications. The project unfolded across three critical stages: Screening, Review, and Results, each meticulously tailored to ensure the identification of the most pertinent studies and data.

The initial phase of the project saw GenexAI and the medical technology company jointly refine search criteria, leading to the extraction of 83 abstracts from PubMed. Through an expedited review process, 69 unique abstracts were earmarked for deeper analysis, ultimately distilling 24 publications that met the defined eligibility criteria. These were rigorously reviewed, resulting in 16 publications being identified as critically relevant.

But the real marvel was GenexAI’s Knowledge Base, a sophisticated AI feature embedding system based on vector databases. This technology was pivotal in navigating the complexities of medical data, effectively managing and indexing it to facilitate rapid similarity searches. In the realm of transcatheter valve procedures, for instance, this allowed for nearly instantaneous identification of similar past procedures and outcomes, drastically enhancing the speed and quality of decision- making.

The application of GenexAI’s Knowledge Base to this project was a game-changer. It reduced the time required to produce a systematic literature review to a fraction of what traditional methods would necessitate. While the entire project, including stakeholder interactions, was completed in three weeks, the GenexAI platform processed the necessary data in less than 2 hours. The bulk of the project timeline was devoted to the crucial validation steps, ensuring accuracy and relevance in the final report produced.

Indeed, what sets this collaboration apart is the dramatic cost and time savings achieved through leveraging GenexAI’s AI-driven platform. For each specific question addressed in the project, it took less than a minute to review all 16 publications and generate answers. This not only signifies an unprecedented efficiency gain but also showcases the transformative potential of AI in streamlining research processes in the healthcare sector.

This project with the leading global medical technology company underscores GenexAI’s capacity to deliver substantial efficiencies in systematic literature reviews, heralding a new era where AI-driven analytics can significantly accelerate and enhance medical research and decision-making processes. The implications for cost savings, time management, and ultimately, innovation in medical technology, are profound and far-reaching.