User profiles for "author:D. J. Collins"

David J. Collins

Biomedical Engineering, University of Melbourne
Verified email at unimelb.edu.au
Cited by 3741

Diffusion-weighted MRI in the body: applications and challenges in oncology

DM Koh, DJ Collins - American Journal of Roentgenology, 2007 - Am Roentgen Ray Soc
OBJECTIVE. In this article, we present the basic principles of diffusion-weighted imaging
(DWI) that can aid radiologists in the qualitative and quantitative interpretation of DW …

Intravoxel incoherent motion in body diffusion-weighted MRI: reality and challenges

DM Koh, DJ Collins, MR Orton - American Journal of …, 2011 - Am Roentgen Ray Soc
OBJECTIVE. Diffusion-weighted MRI is increasingly applied in the body. It has been
recognized for some time, on the basis of scientific experiments and studies in the brain, that …

Technology insight: water diffusion MRI—a potential new biomarker of response to cancer therapy

DM Patterson, AR Padhani, DJ Collins - Nature clinical practice …, 2008 - nature.com
Abstract Diffusion-weighted MRI (DW-MRI) is a functional imaging technique that displays
information about the extent and direction of random water motion in tissues. Water …

The PETTLEP approach to motor imagery: A functional equivalence model for sport psychologists

PS Holmes, DJ Collins - Journal of applied sport psychology, 2001 - Taylor & Francis
This paper supports the contention that the brain stores memories in the form of a central
representation that is accessed by both physical preparation and execution and, more …

Hydrogen storage in metal–organic frameworks

DJ Collins, HC Zhou - Journal of materials chemistry, 2007 - pubs.rsc.org
For any potential hydrogen-storage system, raw uptake capacity must be balanced with the
kinetics and thermodynamics of uptake and release. Metal–organic frameworks (MOFs) …

An interweaving MOF with high hydrogen uptake

D Sun, S Ma, Y Ke, DJ Collins… - Journal of the American …, 2006 - ACS Publications
An Interweaving MOF with High Hydrogen Uptake | Journal of the American Chemical Society
ACS ACS Publications C&EN CAS Find my institution Log In Journal of the American Chemical …

Stacked autoencoders for unsupervised feature learning and multiple organ detection in a pilot study using 4D patient data

HC Shin, MR Orton, DJ Collins… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Medical image analysis remains a challenging application area for artificial intelligence.
When applying machine learning, obtaining ground-truth labels for supervised learning is …

[HTML][HTML] Two-dimensional single-cell patterning with one cell per well driven by surface acoustic waves

DJ Collins, B Morahan, J Garcia-Bustos… - Nature …, 2015 - nature.com
In single-cell analysis, cellular activity and parameters are assayed on an individual, rather
than population-average basis. Essential to observing the activity of these cells over time is …

The Poisson distribution and beyond: methods for microfluidic droplet production and single cell encapsulation

DJ Collins, A Neild, A DeMello, AQ Liu, Y Ai - Lab on a Chip, 2015 - pubs.rsc.org
There is a recognized and growing need for rapid and efficient cell assays, where the size of
microfluidic devices lend themselves to the manipulation of cellular populations down to the …

Early changes in functional dynamic magnetic resonance imaging predict for pathologic response to neoadjuvant chemotherapy in primary breast cancer

MLW Ah-See, A Makris, NJ Taylor, M Harrison… - Clinical Cancer …, 2008 - AACR
Purpose: Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) allows
noninvasive, in vivo measurements of tissue microvessel perfusion and permeability. We …