This document describes a proposed method to detect brain tumors below 3mm in size using near-infrared imaging techniques. The current methods like MRI, CT, and microwave imaging cannot detect tumors that small. The proposed method uses near-infrared light with a wavelength of 780nm transmitted into the brain via an LED and detected with a photodetector. Signal processing techniques like short-time Fourier transform and Lagrangian support vector machines would be used to analyze the signals and detect any tumors present. An experiment using this method on a brain phantom successfully detected an artificial tumor, demonstrating the potential of this near-infrared imaging approach.