An ordinal CNN approach for the assessment of neurological damage in Parkinson’s disease patients

Stacking ensemble based deep neural networks modeling for effective epileptic seizure detection

(2020) Kemal Akyol   EXPERT SYSTEMS WITH APPLICATIONS

Generative Adversarial Networks and Markov Random Fields for oversampling very small training sets

(2020) Addisson Salazar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Heart arrhythmia diagnosis based on the combination of morphological, frequency and nonlinear features of ECG signals and metaheuristic feature selection algorithm

(2020) Vajihe Mazaheri et al.   EXPERT SYSTEMS WITH APPLICATIONS

Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization

(2019) Christian Payer et al.   MEDICAL IMAGE ANALYSIS

Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait

(2019) Imanne El Maachi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Partial order label decomposition approaches for melanoma diagnosis

(2018) Javier Sánchez-Monedero et al.   APPLIED SOFT COMPUTING

Convolutional neural network and texture descriptor-based automatic detection and diagnosis of glaucoma

(2018) Marcos Vinícius dos Santos Ferreira et al.   EXPERT SYSTEMS WITH APPLICATIONS

A priori synthetic over-sampling methods for increasing classification sensitivity in imbalanced data sets

(2016) William A. Rivera et al.   EXPERT SYSTEMS WITH APPLICATIONS

Ordinal Regression Methods: Survey and Experimental Study

(2016) Pedro Antonio Gutierrez et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Automatic detection of Parkinson's disease in running speech spoken in three different languages

(2016) J. R. Orozco-Arroyave et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Accuracy of clinical diagnosis of Parkinson disease

(2016) Giovanni Rizzo et al.   NEUROLOGY

Graph-Based Approaches for Over-Sampling in the Context of Ordinal Regression

(2015) Maria Perez-Ortiz et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Computer-aided diagnosis of human brain tumor through MRI: A survey and a new algorithm

(2014) El-Sayed A. El-Dahshan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Metrics to guide a multi-objective evolutionary algorithm for ordinal classification

(2014) M. Cruz-Ramírez et al.   NEUROCOMPUTING

MEASURING THE PERFORMANCE OF ORDINAL CLASSIFICATION

(2012) JAIME S. CARDOSO et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Brain templates and atlases

(2012) Alan C. Evans et al.   NEUROIMAGE

Role of DaTSCAN and clinical diagnosis in Parkinson disease

(2012) R. de la Fuente-Fernandez   NEUROLOGY

Weighting Efficient Accuracy and Minimum Sensitivity for Evolving Multi-Class Classifiers

(2011) Javier Sánchez-Monedero et al.   NEURAL PROCESSING LETTERS

Systematic review of levodopa dose equivalency reporting in Parkinson's disease

(2010) Claire L. Tomlinson et al.   MOVEMENT DISORDERS

EANM procedure guidelines for brain neurotransmission SPECT using 123I-labelled dopamine transporter ligands, version 2

(2009) Jacques Darcourt et al.   EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING

Comparison of classification accuracy using Cohen’s Weighted Kappa

(2006) A BENDAVID   EXPERT SYSTEMS WITH APPLICATIONS