A significantly enhanced neural network for handwriting assessment in Parkinson’s disease detection

Cascade Regression-Based Face Frontalization for Dynamic Facial Expression Analysis

(2021) Yiming Wang et al.   Cognitive Computation

An objective method to evaluate exemplar‐based inpainted images quality using Jaccard index

(2021) Dariush Amirkhani et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Wearable sensor based acoustic gait analysis using phase transition-based optimization algorithm on IoT

(2021) Sampath Dakshina Murthy Achanta et al.   International Journal of Speech Technology

Associated Spatio-Temporal Capsule Network for Gait Recognition

(2021) Aite Zhao et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Multiple-Fine-Tuned Convolutional Neural Networks for Parkinson’s Disease Diagnosis From Offline Handwriting

(2021) Matej Gazda et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Sex differences in movement disorders

(2020) Sara Meoni et al.   Nature Reviews Neurology

Tesia: A trusted efficient service evaluation model in Internet of things based on improved aggregation signature

(2020) Fengyin Li et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

Early diagnosis of Parkinson’s disease using machine learning algorithms

(2020) Zehra Karapinar Senturk   MEDICAL HYPOTHESES

Auxiliary diagnosis of heterogeneous data of Parkinson’s disease based on improved convolution neural network

(2020) Dai Yin et al.   MULTIMEDIA TOOLS AND APPLICATIONS

SpiderNet: A spiderweb graph neural network for multi-view gait recognition

(2020) Aite Zhao et al.   KNOWLEDGE-BASED SYSTEMS

A novel ensemble of random forest for assisting diagnosis of Parkinson's disease on small handwritten dynamics dataset

(2020) Shoujiang Xu et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Diagnosis of Parkinson’s disease using deep CNN with transfer learning and data augmentation

(2020) Sukhpal Kaur et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Sequence-based dynamic handwriting analysis for Parkinson’s disease detection with one-dimensional convolutions and BiGRUs

(2020) Moises Diaz et al.   EXPERT SYSTEMS WITH APPLICATIONS

Measuring Parkinson's disease over time: The real‐world within‐subject reliability of the MDS‐UPDRS

(2019) Luc J.W. Evers et al.   MOVEMENT DISORDERS

Dual channel LSTM based multi-feature extraction in gait for diagnosis of Neurodegenerative diseases

(2018) Aite Zhao et al.   KNOWLEDGE-BASED SYSTEMS

Recurrent Neural Networks for Multivariate Time Series with Missing Values

(2018) Zhengping Che et al.   Scientific Reports

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

Classification of Parkinson's Disease by Decision Tree Based Instance Selection and Ensemble Learning Algorithms

(2017) Yongming Li et al.   Journal of Medical Imaging and Health Informatics

Evaluation of handwriting kinematics and pressure for differential diagnosis of Parkinson's disease

(2016) Peter Drotár et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Quantifying Parkinson’s disease finger-tapping severity by extracting and synthesizing finger motion properties

(2016) Yuko Sano et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Neuroscience: My life with Parkinson's

(2013)   NATURE

Finger Tapping Clinimetric Score Prediction in Parkinson's Disease Using Low-Cost Accelerometers

(2013) Julien Stamatakis et al.   Computational Intelligence and Neuroscience