A Smart Handheld Edge Device for on-Site Diagnosis and Classification of Texture and Stiffness of Excised Colorectal Cancer Polyps
Ozdemir Can Kara,Jiaqi Xue,Nethra Venkatayogi,Tarunraj G. Mohanraj,Yuki Hirata,Naruhiko Ikoma,S. Farokh Atashzar,Farshid Alambeigi,Ozdemir Can Kara,Jiaqi Xue,Nethra Venkatayogi,Tarunraj G. Mohanraj,Yuki Hirata,Naruhiko Ikoma,S. Farokh Atashzar,Farshid Alambeigi
This paper proposes a smart handheld textural sensing medical device with complementary Machine Learning (ML) algorithms to enable on-site Colorectal Cancer (CRC) polyp diagnosis and pathology of excised tumors. The proposed unique handheld edge device benefits from a unique tactile sensing module and a dual-stage machine learning algorithms (composed of a dilated residual network and a t-SNE engi...
