Advances in data preprocessing for biomedical data fusion: An overview of the methods, challenges, and prospects

S Wang, ME Celebi, YD Zhang, X Yu, S Lu, X Yao… - Information …, 2021 - Elsevier
Due to the proliferation of biomedical imaging modalities, such as Photoacoustic
Tomography, Computed Tomography (CT), Optical Microscopy and Tomography, etc …

The C Factor: Cognitive dysfunction as a transdiagnostic dimension in psychopathology

A Abramovitch, T Short, A Schweiger - Clinical Psychology Review, 2021 - Elsevier
Research into cognitive functions across psychological disorders suggests that cognitive
deficiencies may be present across multiple disorders, potentially pointing to a …

[HTML][HTML] Obsessive-compulsive disorder: puzzles and prospects

TW Robbins, MM Vaghi, P Banca - Neuron, 2019 - cell.com
Obsessive-compulsive disorder is a severe and disabling psychiatric disorder that presents
several challenges for neuroscience. Recent advances in its genetic and developmental …

Advancing understanding of executive function impairments and psychopathology: bridging the gap between clinical and cognitive approaches

HR Snyder, A Miyake, BL Hankin - Frontiers in psychology, 2015 - frontiersin.org
Executive function (EF) is essential for successfully navigating nearly all of our daily
activities. Of critical importance for clinical psychological science, EF impairments are …

Treatment-resistant depression and peripheral C-reactive protein

SR Chamberlain, J Cavanagh, P De Boer… - The British Journal of …, 2019 - cambridge.org
BackgroundC-reactive protein (CRP) is a candidate biomarker for major depressive disorder
(MDD), but it is unclear how peripheral CRP levels relate to the heterogeneous clinical …

Obsessive–compulsive disorder: an integrative genetic and neurobiological perspective

DL Pauls, A Abramovitch, SL Rauch… - Nature Reviews …, 2014 - nature.com
Obsessive–compulsive disorder (OCD) is characterized by repetitive thoughts and
behaviours that are experienced as unwanted. Family and twin studies have demonstrated …

A review of feature reduction techniques in neuroimaging

B Mwangi, TS Tian, JC Soares - Neuroinformatics, 2014 - Springer
Abstract Machine learning techniques are increasingly being used in making relevant
predictions and inferences on individual subjects neuroimaging scan data. Previous studies …

Neurocognitive endophenotypes of impulsivity and compulsivity: towards dimensional psychiatry

TW Robbins, CM Gillan, DG Smith, S de Wit… - Trends in cognitive …, 2012 - cell.com
A key criticism of the main diagnostic tool in psychiatry, the Diagnostic and Statistical Manual
of Mental Health Disorders (DSM-IV), is that it lacks a biological footing. In this article, we …

Partial Least Squares (PLS) methods for neuroimaging: a tutorial and review

A Krishnan, LJ Williams, AR McIntosh, H Abdi - Neuroimage, 2011 - Elsevier
Partial Least Squares (PLS) methods are particularly suited to the analysis of relationships
between measures of brain activity and of behavior or experimental design. In …

New developments in human neurocognition: clinical, genetic, and brain imaging correlates of impulsivity and compulsivity

NA Fineberg, SR Chamberlain, AE Goudriaan… - CNS …, 2014 - cambridge.org
Impulsivity and compulsivity represent useful conceptualizations that involve dissociable
cognitive functions, which are mediated by neuroanatomically and neurochemically distinct …