Robust Symmetry Detection via Riemannian Langevin Dynamics

Jihyeon Je^*, Jiayi Liu^*, Guandao Yang^*, Boyang Deng^*, Shengqu Cai, Gordon Wetzstein, Or Litany, Leonidas Guibas

Connecting Langevin dynamics with Meanshift for more robust symmetry detection on 2D and 3D shapes

Radiomics on spatial-temporal manifolds via Fokker-Planck dynamics

Jack Stevens, Breylon Riley, Jihyeon Je, Yuan Gao, Chunahao Wang, Yvonne Mowery, David Brizel, Fang-Fang Yin, Jian-Guo Liu, Kyle Lafata

Time-series image modeling for sparse inputs to track radiomic evolution of oropharyngeal cancer in CT / MRI scans.

CDeep3M–preview: Online segmentation using the deep neural network model zoo

Mathias Haberl, Willy Wong, Sean Penticoff, Jihyeon Je, Matthew Madany, Adrian Borchardt, Daniela Boasa, Steven Peltier, Mark Ellisman

Prerained modelzoo and user interface for bioimage segmentation

Network Optimization with Limited Bioimage Data for Robust Semantic Segmentation

Jihyeon Je, Alice Lucas, David Sterling, Beth Cimini

Robust semantic segmentation and 3D reconstruction for volumetric microscopy images

Segmentation and Classification of Lymphocytes in the NEPTUNE Digital Kidney Biopsies via PatchSorter

Gina Sotolongo, Jihyeon Je, Xiang Li, Yuqi Wang, Jarcy Zee, Bangchen Wang, Yijiang Chen, Tasneem Talawalla, Jeffrey Hodgin, Anant Madabhushi, Takaya Ozeki, Laura Mariani, Lawrence Holzman, Andrew Janowczyk, Laura Barisoni, Kyle Lafata

Segmentation and classification on histology images.