no code implementations • 26 Oct 2021 • Yixiao Zhang, Adam Kortylewski, Qing Liu, Seyoun Park, Benjamin Green, Elizabeth Engle, Guillermo Almodovar, Ryan Walk, Sigfredo Soto-Diaz, Janis Taube, Alex Szalay, Alan Yuille
It only requires annotations on isolated nucleus, rather than on all nuclei in the dataset.
no code implementations • 8 Mar 2021 • Seyoun Park, Elliot K. Fishman, Alan L. Yuille
Human body is a complex dynamic system composed of various sub-dynamic parts.
no code implementations • 27 May 2020 • Haley Grant Yifan Zhang, Lu Li, Yan Wang, Satomi Kawamoto, Sophie Pénisson, Daniel F. Fouladi, Shahab Shayesteh, Alejandra Blanco, Saeed Ghandili, Eva Zinreich, Jefferson S. Graves, Seyoun Park, Scott Kern, Jody Hooper, Alan L. Yuille, Elliot K Fishman, Linda Chu, Cristian Tomasetti
Obesity increases significantly cancer risk in various organs.
no code implementations • 3 Sep 2019 • Yuyin Zhou, Yingwei Li, Zhishuai Zhang, Yan Wang, Angtian Wang, Elliot Fishman, Alan Yuille, Seyoun Park
Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal cancers with an overall five-year survival rate of 8%.
no code implementations • 23 Apr 2018 • Yan Wang, Yuyin Zhou, Wei Shen, Seyoun Park, Elliot K. Fishman, Alan L. Yuille
To address these challenges, we introduce a novel framework for multi-organ segmentation by using organ-attention networks with reverse connections (OAN-RCs) which are applied to 2D views, of the 3D CT volume, and output estimates which are combined by statistical fusion exploiting structural similarity.