@inproceedings{10.1117/12.2549061, author = {Amol Mavuduru and Martin Halicek and Maysam Shahedi and James V. Little and Amy Y. Chen and Larry L. Myers and Baowei Fei}, title = {{Using a 22-layer U-Net to perform segmentation of squamous cell carcinoma on digitized head and neck histological images}}, volume = {11320}, booktitle = {Medical Imaging 2020: Digital Pathology}, editor = {John E. Tomaszewski and Aaron D. Ward}, organization = {International Society for Optics and Photonics}, publisher = {SPIE}, pages = {76 -- 83}, keywords = {Head and Neck Squamous Cell Carcinoma, Head and Neck Cancer, Digital Histology, U-Net, convolutional neural network, Squamous Cell Carcinoma, Histopathology, Cancer Segmentation}, year = {2020}, doi = {10.1117/12.2549061}, URL = {https://doi.org/10.1117/12.2549061} }