Visualizing deep neural network decisions: Prediction difference analysis
This article presents the prediction difference analysis method for visualizing the response of
a deep neural network to a specific input. When classifying images, the method highlights …
a deep neural network to a specific input. When classifying images, the method highlights …
A survey of data-intensive scientific workflow management
Nowadays, more and more computer-based scientific experiments need to handle massive
amounts of data. Their data processing consists of multiple computational steps and …
amounts of data. Their data processing consists of multiple computational steps and …
A brain-inspired trust management model to assure security in a cloud based IoT framework for neuroscience applications
Rapid advancement of Internet of Things (IoT) and cloud computing enables neuroscientists
to collect multilevel and multichannel brain data to better understand brain functions …
to collect multilevel and multichannel brain data to better understand brain functions …
Scientific workflows: Past, present and future
This special issue and our editorial celebrate 10 years of progress with data-intensive or
scientific workflows. There have been very substantial advances in the representation of …
scientific workflows. There have been very substantial advances in the representation of …
White matter by diffusion MRI following methylphenidate treatment: a randomized control trial in males with attention-deficit/hyperactivity disorder
Background Methylphenidate (MPH) is highly effective in treating attention-
deficit/hyperactivity disorder (ADHD). However, not much is known about its effect on the …
deficit/hyperactivity disorder (ADHD). However, not much is known about its effect on the …
Decreased uncinate fasciculus tract integrity in male and female patients with PTSD: a diffusion tensor imaging study
Background: Posttraumatic stress disorder (PTSD) is a disabling psychiatric disorder that
has been associated with lower white matter integrity of tracts connecting the prefrontal …
has been associated with lower white matter integrity of tracts connecting the prefrontal …
Cerebral injury in perinatally HIV-infected children compared to matched healthy controls
S Cohen, MWA Caan, HJ Mutsaerts, HJ Scherpbier… - Neurology, 2016 - AAN Enterprises
Objective: The current study aims to evaluate the neurologic state of perinatally HIV-infected
children on combination antiretroviral therapy and to attain a better insight into the …
children on combination antiretroviral therapy and to attain a better insight into the …
White matter structure alterations in HIV-1-infected men with sustained suppression of viraemia on treatment
Objective: Cognitive impairment is highly prevalent in HIV-1-infected (HIV+) patients, despite
adequate suppression of viral replication by combination antiretroviral therapy (cART) …
adequate suppression of viral replication by combination antiretroviral therapy (cART) …
Age‐related differences in autism: The case of white matter microstructure
Autism spectrum disorder (ASD) is typified as a brain connectivity disorder in which white
matter abnormalities are already present early on in life. However, it is unknown if and to …
matter abnormalities are already present early on in life. However, it is unknown if and to …
Science gateways for distributed computing infrastructures
P Kacsuk - Springer International Publishing. doi, 2014 - Springer
WS-PGRADE/gUSE is a gateway framework that offers a set of highlevel grid and cloud
services by which interoperation between grids, clouds, and scientific user communities can …
services by which interoperation between grids, clouds, and scientific user communities can …