LRN Literature Review Network software

Welcome to

LRN is an explainable AI platform tailored for the life sciences industry to streamline systematic literature reviews, meta-analysis, and real-world data research. LRN elevates professional researchers to unprecedented levels of efficiency and accuracy. Unlike other AI solutions, LRN's framework of proprietarty generative and discriminative algorithms stand out for its explainability, its complete end-to-end automation, and its adherence to PRISMA 2020 guidelines for research transparency and reliability.

Customizable, Explainable AI

LRN stands out by providing clear explanations for its decisions, guaranteeing human verification. It boosts precision with expert feedback, identifying crucial literature for your research. With detailed metrics and visualizations like word clouds and correlation tables, LRN ensures high accuracy and provides high inter-rater reliability. Get audit-ready results in minutes.

Cross-platform Compatibility

LRN effortlessly handles diverse data formats and integrates with top databases and respositories including PubMed, arXiv, Web of Science, and numerous free and paid journals. It efficiently manages research articles in PDF and RIS files.

100x Cost Savings

LRN achieves a remarkable reduction in costs while maintaining high efficiency and accuracy, requiring minimal human intervention. With as little as 5 hours of human labor, LRN streamlines your research process from hypothesis to an actionable answer. Research questions are automatically converted to the researcher’s preferred framework, including PICO, PICOT, and other PICO-variants.

3 Simple Steps

In as little as 60 minutes, clinicians and researchers go from hypothesis to actionable results with LRN's 3 simple steps.

Configuration

Define your Research Questions

Adhering to PRISMA 2020 guidelines, LRN offers the capability to investigate a diverse spectrum of research inquiries. LRN's natural language processing techniques allow for automated deduplication and article exclusion. Build your search queries similar to how you would in a manual literature review, and define your research themes or “language rules” for your research topic. Let LRN take care of the rest.

Iteration

Screen & Evaluate Predictions

After defining your research scope in configuration, LRN will tell you what research papers and concepts it thinks are relevant to answering your questions. LRN explains how it reached those conclusions with correlation tables, word clouds, and easy to interpret statistics. In short 30-minute sessions, you provide LRN's algorithms with the feedback it needs to do behave like a SME. Upon completing your final iteration step, LRN provides you with an audit-ready "AI Package Insert" that goes into complete detail on how it did its research.

Generation

Write your Science

Once you are satisfied with your LRN model's findings, it's time to generate your reports. These customizable reports include systematic literature reviews, scoping or rapid reviews, meta-analyses, formulation and experimental method development, and evidence summaries. These ready-to-publish documents can be 8,000+ words long and are backed with citations.