If this works anything like GCxHPLC, peak detection and separation algorithms will certainly help improve our resolution. From there we use ML techniques to tra

If this works anything like GCxHPLC, peak detection and separation algorithms will certainly help improve our resolution. From there we use ML techniques to train the classifier; doing more sample studies will improve the model's accuracy. Urine sample tests are also quite interesting and will probably unlock an even larger metabolome full of breakdown products to analyze. I wouldn't be surprised if toilets of the future keep track of your general health and screen for disease states. They may even be able to quantify an ever increasing risk as we age...