In conclusion, ViraLite demonstrates a sensitive, portable approach to self-directed HIV VL monitoring enabled by multiplex RT-LAMP, machine-learning–based fluorescence analysis, and semi-automated, battery-powered electronics. The system integrates sample preparation, multiplex detection, and...