@inproceedings{10.1117/12.3087765, author = {RokunuzJahan Rudro and Ling Ma and Kelden Pruitt and Baowei Fei}, title = {{TinyScope: lightweight hyperspectral tissue classification using TinyML inference on a single‑board computer}}, volume = {13930}, booktitle = {Medical Imaging 2026: Imaging Informatics}, editor = {Xiaofeng Yang and William Hsu}, organization = {International Society for Optics and Photonics}, publisher = {SPIE}, pages = {1393014}, keywords = {Tiny Machine Learning (TinyML), hyperspectral imaging (HSI), single-board computer, optimization, quantization, ML model deployment, Raspberry pi5}, year = {2026}, doi = {10.1117/12.3087765}, URL = {https://doi.org/10.1117/12.3087765} }