[HTML][HTML] The applications of radiomics in precision diagnosis and treatment of oncology: opportunities and challenges
Medical imaging can assess the tumor and its environment in their entirety, which makes it
suitable for monitoring the temporal and spatial characteristics of the tumor. Progress in …
suitable for monitoring the temporal and spatial characteristics of the tumor. Progress in …
Voxel-based morphometry—the methods
At its simplest, voxel-based morphometry (VBM) involves a voxel-wise comparison of the
local concentration of gray matter between two groups of subjects. The procedure is …
local concentration of gray matter between two groups of subjects. The procedure is …
Advancing the cancer genome atlas glioma MRI collections with expert segmentation labels and radiomic features
Gliomas belong to a group of central nervous system tumors, and consist of various sub-
regions. Gold standard labeling of these sub-regions in radiographic imaging is essential for …
regions. Gold standard labeling of these sub-regions in radiographic imaging is essential for …
Federated learning enables big data for rare cancer boundary detection
Although machine learning (ML) has shown promise across disciplines, out-of-sample
generalizability is concerning. This is currently addressed by sharing multi-site data, but …
generalizability is concerning. This is currently addressed by sharing multi-site data, but …
The minimal preprocessing pipelines for the Human Connectome Project
Abstract The Human Connectome Project (HCP) faces the challenging task of bringing
multiple magnetic resonance imaging (MRI) modalities together in a common automated …
multiple magnetic resonance imaging (MRI) modalities together in a common automated …
N4ITK: improved N3 bias correction
A variant of the popular nonparametric nonuniform intensity normalization (N3) algorithm is
proposed for bias field correction. Given the superb performance of N3 and its public …
proposed for bias field correction. Given the superb performance of N3 and its public …
Image processing and analysis methods for the Adolescent Brain Cognitive Development Study
Abstract The Adolescent Brain Cognitive Development (ABCD) Study is an ongoing,
nationwide study of the effects of environmental influences on behavioral and brain …
nationwide study of the effects of environmental influences on behavioral and brain …
Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain
N Tzourio-Mazoyer, B Landeau, D Papathanassiou… - Neuroimage, 2002 - Elsevier
An anatomical parcellation of the spatially normalized single-subject high-resolution T1
volume provided by the Montreal Neurological Institute (MNI)(DL Collins et al., 1998, Trans …
volume provided by the Montreal Neurological Institute (MNI)(DL Collins et al., 1998, Trans …
Unified segmentation
A probabilistic framework is presented that enables image registration, tissue classification,
and bias correction to be combined within the same generative model. A derivation of a log …
and bias correction to be combined within the same generative model. A derivation of a log …
Dynamic map** of human cortical development during childhood through early adulthood
N Gogtay, JN Giedd, L Lusk… - Proceedings of the …, 2004 - National Acad Sciences
We report the dynamic anatomical sequence of human cortical gray matter development
between the age of 4–21 years using quantitative four-dimensional maps and time-lapse …
between the age of 4–21 years using quantitative four-dimensional maps and time-lapse …