A novel diagnosis system for Parkinson’s disease using complex-valued artificial neural network with k-means clustering feature weighting method

A hybrid FAM–CART model and its application to medical data classification

(2015) Manjeevan Seera et al.   NEURAL COMPUTING & APPLICATIONS

A Fully Complex-valued Fast Learning Classifier (FC-FLC) for real-valued classification problems

(2015) M. Sivachitra et al.   NEUROCOMPUTING

An Efficient Diagnosis System for Parkinson’s Disease Using Kernel-Based Extreme Learning Machine with Subtractive Clustering Features Weighting Approach

(2014) Chao Ma et al.   Computational and Mathematical Methods in Medicine

HMM for Classification of Parkinson’s Disease Based on the Raw Gait Data

(2014) Abed Khorasani et al.   JOURNAL OF MEDICAL SYSTEMS

Millimeter-wave security imaging using complex-valued self-organizing map for visualization of moving targets

(2014) Shogo Onojima et al.   NEUROCOMPUTING

Effective detection of Parkinson's disease using an adaptive fuzzy k-nearest neighbor approach

(2013) Wan-Li Zuo et al.   Biomedical Signal Processing and Control

Adaptive k-means clustering algorithm for MR breast image segmentation

(2013) Hossam M. Moftah et al.   NEURAL COMPUTING & APPLICATIONS

Collection and Analysis of a Parkinson Speech Dataset With Multiple Types of Sound Recordings

(2013) B. E. Sakar et al.   IEEE Journal of Biomedical and Health Informatics

An efficient diagnosis system for detection of Parkinson’s disease using fuzzy k-nearest neighbor approach

(2012) Hui-Ling Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Relationship between phase and amplitude generalization errors in complex- and real-valued feedforward neural networks

(2012) Akira Hirose et al.   NEURAL COMPUTING & APPLICATIONS

A fuzzy-based data transformation for feature extraction to increase classification performance with small medical data sets

(2011) Der-Chiang Li et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Classifier ensemble construction with rotation forest to improve medical diagnosis performance of machine learning algorithms

(2011) Akin Ozcift et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Fuzzy clustering complex-valued neural network to diagnose cirrhosis disease

(2011) Rahime Ceylan et al.   EXPERT SYSTEMS WITH APPLICATIONS

A parallel neural network approach to prediction of Parkinson’s Disease

(2011) Freddie Åström et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classification of Parkinson's disease using feature weighting method on the basis of fuzzy C-means clustering

(2011) Kemal Polat   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

SVM Feature Selection Based Rotation Forest Ensemble Classifiers to Improve Computer-Aided Diagnosis of Parkinson Disease

(2011) Akin Ozcift   JOURNAL OF MEDICAL SYSTEMS

Efficient sleep stage recognition system based on EEG signal using k-means clustering based feature weighting

(2010) Salih Güneş et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature selection using fuzzy entropy measures with similarity classifier

(2010) Pasi Luukka   EXPERT SYSTEMS WITH APPLICATIONS

A comparison of multiple classification methods for diagnosis of Parkinson disease

(2009) Resul Das   EXPERT SYSTEMS WITH APPLICATIONS

Telediagnosis of Parkinson’s Disease Using Measurements of Dysphonia

(2009) C. Okan Sakar et al.   JOURNAL OF MEDICAL SYSTEMS

Progression of dysprosody in Parkinson's disease over time-A longitudinal study

(2009) Sabine Skodda et al.   MOVEMENT DISORDERS

Formant Centralization Ratio: A Proposal for a New Acoustic Measure of Dysarthric Speech

(2009) Shimon Sapir et al.   JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH

Suitability of Dysphonia Measurements for Telemonitoring of Parkinson's Disease

(2008) M.A. Little et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Parkinson's disease: clinical features and diagnosis

(2008) J Jankovic   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

For better or worse: The effect of levodopa on speech in Parkinson's disease

(2007) Aileen K. Ho et al.   MOVEMENT DISORDERS

Low-frequency vocal modulations in vowels produced by Parkinsonian subjects

(2007) L. Cnockaert et al.   SPEECH COMMUNICATION