Christian Hook

According to our database, Christian Hook authored at least 17 papers between 2003 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Learning visual representations with optimum-path forest and its applications to Barrett's esophagus and adenocarcinoma diagnosis.

Luis Antônio de Souza, Luis Claudio Sugi Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christian Hook, Christoph Palm, João P. Papa

Neural Comput. Appl., 2020

Hierarchical learning using deep optimum-path forest.

Luis C. S. Afonso, Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Alexandre X. Falcão, João P. Papa

J. Vis. Commun. Image Represent., 2020

2019

A recurrence plot-based approach for Parkinson's disease identification.

Luis Claudio Sugi Afonso, Gustavo H. Rosa, Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Victor Hugo C. de Albuquerque, João P. Papa

Future Gener. Comput. Syst., 2019

A survey on computer-assisted Parkinson's Disease diagnosis.

Clayton R. Pereira, Danilo R. Pereira, Silke A. T. Weber, Christian Hook, Victor Hugo C. de Albuquerque, João P. Papa

Artif. Intell. Medicine, 2019

2018

A survey on Barrett's esophagus analysis using machine learning.

Luis Antônio de Souza, Christoph Palm, Robert Mendel, Christian Hook, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Silke A. T. Weber, João P. Papa

Comput. Biol. Medicine, 2018

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

Clayton R. Pereira, Danilo R. Pereira, Gustavo H. Rosa, Victor Hugo C. de Albuquerque, Silke A. T. Weber, Christian Hook, João P. Papa

Artif. Intell. Medicine, 2018

Parkinson Disease Identification Using Residual Networks and Optimum-Path Forest.

Leandro A. Passos, Clayton R. Pereira, Edmar R. S. Rezende, Tiago J. Carvalho, Silke A. T. Weber, Christian Hook, João P. Papa

Proceedings of the 12th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2018

2017

Parkinson's Disease Identification through Deep Optimum-Path Forest Clustering.

Luis Claudio Sugi Afonso, Clayton Reginaldo Pereira, Silke Anna Theresa Weber, Christian Hook, João Paulo Papa

Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

Parkinson's Disease Identification Using Restricted Boltzmann Machines.

Clayton R. Pereira, Leandro A. Passos, Ricardo R. Lopes, Silke A. T. Weber, Christian Hook, João Paulo Papa

Proceedings of the Computer Analysis of Images and Patterns, 2017

Barrett's Esophagus Analysis Using SURF Features.

Luis Souza, Christian Hook, João Paulo Papa, Christoph Palm

Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016

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

Clayton R. Pereira, Danillo Roberto Pereira, Francisco A. da Silva, João P. Masieiro, Silke A. T. Weber, Christian Hook, João P. Papa

Comput. Methods Programs Biomed., 2016

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

Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Gustavo H. Rosa, João Paulo Papa

Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

2015

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

Clayton R. Pereira, Danillo Roberto Pereira, Francisco A. da Silva, Christian Hook, Silke A. T. Weber, Luís A. M. Pereira, João Paulo Papa

Proceedings of the 28th IEEE International Symposium on Computer-Based Medical Systems, 2015

2007

Towards an Automated Analysis of Neuroleptics' Impact on Human Hand Motor Skills.

Matthias Dose, Christian Gruber, Ariane Grunz, Christian Hook, Jürgen Kempf, Georg Scharfenberg, Bernhard Sick

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007

An Identification of Japanese Numerical Characters on a Biometrical Smart Pen System.

Takeshi Takita, Seiichiro Hangai, Jürgen Kempf, Christian Hook, Georg Scharfenberg

Proceedings of the 2007 IEEE Workshop on Automatic Identification Advanced Technologies, 2007

2004

A Novel Digitizing Pen for the Analysis of Pen Pressure and Inclination in Handwriting Biometrics.

Christian Hook, Jürgen Kempf, Georg Scharfenberg

Proceedings of the Biometric Authentication, 2004

2003

New pen device for biometrical 3D pressure analysis of handwritten characters, words and signatures.

Christian Hook, Jürgen Kempf, Georg Scharfenberg

Proceedings of the 2003 ACM SIGMM Workshop on Biometrics Methods and Applications, 2003