Active Learning AI Mass Spec Analysis Platform
Mass spectrometry is a powerful tool for diagnosing diseases and discovering biomarkers, but analyzing the data is complicated and often requires expert interpretation. This slows down the process and increases the chance of missing important signs. This team is designing smarter software that can automate the analysis, making it faster, easier, and more accurate for use in real-world medical settings.
The Problem
Mass spectrometry is a powerful tool for diagnosing diseases and discovering biomarkers, but analyzing the data is complicated and often requires expert interpretation. This slows down the process and increases the chance of missing important signs. There is a need for smarter software that can automate the analysis, making it faster, easier, and more accurate for use in real-world medical settings.
The Solution
Tulane researchers are developing smart software that uses artificial intelligence to quickly analyze complex lab results. The system helps doctors and scientists find signs of disease or useful biological markers faster than traditional methods, making research and diagnostics more efficient.
The Opportunity
Healthcare systems will benefit from this intelligent software, which supports diagnostics, decision-making, and streamlined clinical workflows.
