A
Aleksey S Boyko
Publications - 1
Citations - 518
Aleksey S Boyko is an academic researcher. The author has contributed to research in topics: Cancer & Breast cancer. The author has an hindex of 1, co-authored 1 publications receiving 436 citations.
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Detecting Cancer Metastases on Gigapixel Pathology Images
Yun Liu,Krishna Gadepalli,Mohammad Norouzi,George E. Dahl,Timo Kohlberger,Subhashini Venugopalan,Aleksey S Boyko,Aleksei Timofeev,Philip Q Nelson,Greg S. Corrado,Jason D. Hipp,Lily Peng,Martin C. Stumpe +12 more
TL;DR: This work presents a framework to automatically detect and localize tumors as small as 100 x 100 pixels in gigapixel microscopy images sized 100,000 x100,000 pixels and achieves image-level AUC scores above 97% on both the Camelyon16 test set and an independent set of 110 slides.