Deep Learning-Aided Parkinson's Disease Diagnosis from Handwritten Dynamics

Clayton R. Pereira, Silke Anna Theresa Weber, Christian Hook, +2

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersPd Automatic Identification +14

Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification

Clayton R. Pereira, Danilo Rodrigues Pereira, Gustavo Henrique de Rosa, +4

Artificial Intelligence in Medicine

Disease IdentificationConvolutional Neural NetworkEngineeringMachine LearningData Science +11

A new computer vision-based approach to aid the diagnosis of Parkinson's disease

Clayton R. Pereira, Danilo Rodrigues Pereira, Francisco Airton Silva, +4

Computer Methods and Programs in Biomedicine

Machine VisionFeature DetectionImage AnalysisEngineeringPattern Recognition +13

A recurrence plot-based approach for Parkinson’s disease identification

Luis C. S. Afonso, Gustavo Henrique de Rosa, Clayton R. Pereira, +4

Future Generation Computer Systems

Neuroimaging BiomarkersNeurodegenerative DiseasesParkinson DiseaseRecurrence Plot-based ApproachDiagnosis +4

A Step Towards the Automated Diagnosis of Parkinson's Disease: Analyzing Handwriting Movements

Clayton R. Pereira, Danillo Roberto Pereira, Francisco A. da Silva, +4

EngineeringFeature DetectionMachine LearningBiometricsDiagnosis +22

Parkinson Disease Identification Using Residual Networks and Optimum-Path Forest

Leandro A. Passos, Clayton R. Pereira, Edmar Rezende, +4

EngineeringMachine LearningIntelligent DiagnosticsDisease ClassificationImage Classification +19

Diffusion in gas exchange of insects.

Peter Scheid, Christian Hook, C. R. Bridges

PubMed

BiologyGas PhaseEntomologyPhysiologyAir-filled Tracheal System +8

Pulmonary blood flow, diffusing capacity and tissue volume by rebreathing: Theory

Christian Hook, Michaël Meyer

Respiration Physiology

Tissue VolumePulmonary CirculationPhysiologyPulmonary PhysiologyPulmonary Blood Flow +6

Gas mixing in dog lungs studied by single-breath washout of He and SF6

Michaël Meyer, Christian Hook, H. Rieke, +1

Journal of Applied Physiology

Dog LungsDog LungPulmonary CirculationLung DepositionVentilation +12

Oxygen transfer of red blood cells: experimental data and model analysis

Christian Hook, Kazuhiro Yamaguchi, Peter Scheid, +1

Respiration Physiology

Experimental DataHealth SciencesBlood TransfusionPhysiologyHematology +9