14.3k citations
- Harvard UniversityUS64 papers
- Athinoula A. Martinos Center for Biomedical ImagingUS27 papers
- Massachusetts Institute of TechnologyUS13 papers
- Harvard University PressUS9 papers
- German Center for Neurodegenerative DiseasesDE7 papers
- University College LondonGB6 papers
- Boston Children's HospitalUS5 papers
- Brigham and Women's HospitalUS5 papers
- Zhejiang UniversityCN5 papers
- InsermFR4 papers
- Peking UniversityCN4 papers
- Politecnico di TorinoIT4 papers
4 papers · 1 filter
Dictionary Learning and Sparse Coding-based Denoising for High-Resolution Task Functional Connectivity MRI Analysis
Seongah Jeong, Xiang Li, Jiarui Yang +2
We propose a novel denoising framework for task functional Magnetic Resonance Imaging (tfMRI) data to delineate the high-resolution spatial pattern of the brain functional connecti…
Global metabolic interaction network of the human gut microbiota for context-specific community-scale analysis
Jaeyun Sung, Seunghyeon Kim, Josephine Jill T. Cabatbat +5
A system-level framework of complex microbe-microbe and host-microbe chemical cross-talk would help elucidate the role of our gut microbiota in health and disease. Here we report a…
High Accuracy Classification of Parkinson's Disease through Shape Analysis and Surface Fitting in I-Ioflupane SPECT Imaging
R. Prashanth, Sumantra Dutta Roy, Pravat K. Mandal +1
Early and accurate identification of parkinsonian syndromes (PS) involving presynaptic degeneration from non-degenerative variants such as Scans Without Evidence of Dopaminergic De…
DeepNAT: Deep Convolutional Neural Network for Segmenting Neuroanatomy
Christian Wachinger, Martin Reuter, Tassilo Klein
We introduce DeepNAT, a 3D Deep convolutional neural network for the automatic segmentation of NeuroAnaTomy in T1-weighted magnetic resonance images. DeepNAT is an end-to-end learn…