Convolutional Neural Networks for Neuroimaging in Parkinson’s Disease: Is Preprocessing Needed?

A novel unsupervised deep learning model for global and local health condition assessment of structures

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

Layer multiplexing FPGA implementation for deep back-propagation learning

(2017) Francisco Ortega-Zamorano et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Image recognition with deep neural networks in presence of noise – Dealing with and taking advantage of distortions

(2017) Michał Koziarski et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

The Role of Thalamus Versus Cortex in Epilepsy: Evidence from Human Ictal Centromedian Recordings in Patients Assessed for Deep Brain Stimulation

(2017) David Martín-López et al.   International Journal of Neural Systems

Deep Learning Representation from Electroencephalography of Early-Stage Creutzfeldt-Jakob Disease and Features for Differentiation from Rapidly Progressive Dementia

(2017) Francesco Carlo Morabito et al.   International Journal of Neural Systems

Spiking Neural P Systems with Communication on Request

(2017) Linqiang Pan et al.   International Journal of Neural Systems

A novel machine learning-based algorithm to detect damage in high-rise building structures

(2017) Mohammad Hossein Rafiei et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

Case-Based Statistical Learning: A Non-Parametric Implementation With a Conditional-Error Rate SVM

(2017) J. M. Gorriz et al.   IEEE Access

Brain functional connectivity patterns for emotional state classification in Parkinson’s disease patients without dementia

(2016) R. Yuvaraj et al.   BEHAVIOURAL BRAIN RESEARCH

Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique

(2016) Hayit Greenspan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Oscillation-Driven Spike-Timing Dependent Plasticity Allows Multiple Overlapping Pattern Recognition in Inhibitory Interneuron Networks

(2016) Jesús A. Garrido et al.   International Journal of Neural Systems

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Computer-Aided Diagnosis of Parkinson’s Disease Using Enhanced Probabilistic Neural Network

(2015) Thomas J. Hirschauer et al.   JOURNAL OF MEDICAL SYSTEMS

Deep Learning in Drug Discovery

(2015) Erik Gawehn et al.   Molecular Informatics

Deep learning

(2015) Yann LeCun et al.   NATURE

Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning

(2015) Babak Alipanahi et al.   NATURE BIOTECHNOLOGY

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Building a FP-CIT SPECT Brain Template Using a Posterization Approach

(2015) D. Salas-Gonzalez et al.   NEUROINFORMATICS

Comparison of different methods of spatial normalization of FDG-PET brain images in the voxel-wise analysis of MCI patients and controls

(2013) María Elena Martino et al.   ANNALS OF NUCLEAR MEDICINE

Parametrization of textural patterns in123I-ioflupane imaging for the automatic detection of Parkinsonism

(2013) F. J. Martinez-Murcia et al.   MEDICAL PHYSICS

Computer Aided Diagnosis tool for Alzheimer’s Disease based on Mann–Whitney–Wilcoxon U-Test

(2012) F.J. Martínez-Murcia et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Automatic assistance to Parkinsonˈs disease diagnosis in DaTSCAN SPECT imaging

(2012) I. A. Illán et al.   MEDICAL PHYSICS

Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution

(2012) Diego Salas-Gonzalez et al.   NEUROIMAGE

Ockham’s Razor in memetic computing: Three stage optimal memetic exploration

(2011) Giovanni Iacca et al.   INFORMATION SCIENCES

GMM based SPECT image classification for the diagnosis of Alzheimer’s disease

(2010) J.M. Górriz et al.   APPLIED SOFT COMPUTING

18F-FDG PET imaging analysis for computer aided Alzheimer’s diagnosis☆

(2010) I.A. Illán et al.   INFORMATION SCIENCES

Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease

(2010) M. López et al.   NEUROCOMPUTING

Highly accurate inverse consistent registration: A robust approach

(2010) Martin Reuter et al.   NEUROIMAGE

Computer aided diagnosis system for the Alzheimer's disease based on partial least squares and random forest SPECT image classification

(2010) J. Ramírez et al.   NEUROSCIENCE LETTERS

Analysis of SPECT brain images for the diagnosis of Alzheimer's disease using moments and support vector machines

(2009) Diego Salas-Gonzalez et al.   NEUROSCIENCE LETTERS

Voxel-based morphometry of temporal lobe epilepsy: An introduction and review of the literature

(2008) Simon Sean Keller et al.   EPILEPSIA