activity
20172022
most citedA convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervised coarse segmentation

53 citations · 106 across the 5 of their papers we have counts for

collaborators

12 papers

eess.IV202213 cited

SHREC 2021: Classification in cryo-electron tomograms

Ilja Gubins, Marten L. Chaillet, Gijs van der Schot +20

Cryo-electron tomography (cryo-ET) is an imaging technique that allows three-dimensional visualization of macro-molecular assemblies under near-native conditions. Cryo-ET comes wit…

q-bio.BM20211 cited

Disentangling semantic features of macromolecules in Cryo-Electron Tomography

Kai Yi, Jianye Pang, Yungeng Zhang +2

Cryo-electron tomography (Cryo-ET) is a 3D imaging technique that enables the systemic study of shape, abundance, and distribution of macromolecular structures in single cells in n…

q-bio.QM2021

Active Learning to Classify Macromolecular Structures in situ for Less Supervision in Cryo-Electron Tomography

Xuefeng Du, Haohan Wang, Zhenxi Zhu +4

Motivation: Cryo-Electron Tomography (cryo-ET) is a 3D bioimaging tool that visualizes the structural and spatial organization of macromolecules at a near-native state in single ce…

q-bio.QM202011 cited

Few shot domain adaptation for in situ macromolecule structural classification in cryo-electron tomograms

Liangyong Yu, Ran Li, Xiangrui Zeng +5

Motivation: Cryo-Electron Tomography (cryo-ET) visualizes structure and spatial organization of macromolecules and their interactions with other subcellular components inside singl…

eess.IV202028 cited

Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning

Qiqi Xiao, Jiaxu Zou, Muqiao Yang +5

Diabetic Retinopathy (DR) is a leading cause of blindness in working age adults. DR lesions can be challenging to identify in fundus images, and automatic DR detection systems can…

q-bio.QM2019

AITom: Open-source AI platform for cryo-electron tomography data analysis

Xiangrui Zeng, Min Xu

Cryo-electron tomography (cryo-ET) is an emerging technology for the 3D visualization of structural organizations and interactions of subcellular components at near-native state an…