Christian Hook

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 13

Top Topics

Diagnostic Tool

Disease Diagnosis

Convolutional Neural Networks

Top Venues

Artif. Intell. Medicine

Publications

Luis C. S. Afonso, Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Alexandre X. Falcão, João P. Papa
Hierarchical Learning Using Deep Optimum-Path Forest. CoRR (2021)
Luis C. S. Afonso, Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Alexandre X. Falcão, João P. Papa
Hierarchical learning using deep optimum-path forest. J. Vis. Commun. Image Represent. 71 (2020)
Luis Antonio De Souza, Luis Claudio Sugi Afonso, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Robert Mendel, Christian Hook, Christoph Palm, João P. Papa
Learning visual representations with optimum-path forest and its applications to Barrett's esophagus and adenocarcinoma diagnosis. Neural Comput. Appl. 32 (3) (2020)
Luis Claudio Sugi Afonso, Gustavo H. Rosa, Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Victor Hugo C. de Albuquerque, João P. Papa
A recurrence plot-based approach for Parkinson's disease identification. Future Gener. Comput. Syst. 94 (2019)
Clayton R. Pereira, Danilo R. Pereira, Silke A. T. Weber, Christian Hook, Victor Hugo C. de Albuquerque, João P. Papa
A survey on computer-assisted Parkinson's Disease diagnosis. Artif. Intell. Medicine 95 (2019)
Leandro A. Passos, Clayton R. Pereira, Edmar R. S. Rezende, Tiago J. Carvalho, Silke A. T. Weber, Christian Hook, João P. Papa
Parkinson Disease Identification Using Residual Networks and Optimum-Path Forest. SACI (2018)
Clayton R. Pereira, Danilo R. Pereira, Gustavo H. Rosa, Victor Hugo C. de Albuquerque, Silke A. T. Weber, Christian Hook, João P. Papa
Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification. Artif. Intell. Medicine 87 (2018)
Luis Antonio De Souza, Christoph Palm, Robert Mendel, Christian Hook, Alanna Ebigbo, Andreas Probst, Helmut Messmann, Silke A. T. Weber, João P. Papa
A survey on Barrett's esophagus analysis using machine learning. Comput. Biol. Medicine 96 (2018)
Clayton R. Pereira, Leandro A. Passos, Ricardo R. Lopes, Silke A. T. Weber, Christian Hook, João Paulo Papa
Parkinson's Disease Identification Using Restricted Boltzmann Machines. CAIP (2) (2017)
Luis Claudio Sugi Afonso, Clayton Reginaldo Pereira, Silke Anna Theresa Weber, Christian Hook, João Paulo Papa
Parkinson's Disease Identification through Deep Optimum-Path Forest Clustering. SIBGRAPI (2017)
Luis Souza, Christian Hook, João Paulo Papa, Christoph Palm
Barrett's Esophagus Analysis Using SURF Features. Bildverarbeitung für die Medizin (2017)
Clayton R. Pereira, Danillo Roberto Pereira, Francisco A. da Silva, João P. Masieiro, Silke A. T. Weber, Christian Hook, João P. Papa
A new computer vision-based approach to aid the diagnosis of Parkinson's disease. Comput. Methods Programs Biomed. 136 (2016)
Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Gustavo H. Rosa, João Paulo Papa
Deep Learning-Aided Parkinson's Disease Diagnosis from Handwritten Dynamics. SIBGRAPI (2016)
Clayton R. Pereira, Danillo Roberto Pereira, Francisco A. da Silva, Christian Hook, Silke A. T. Weber, Luís A. M. Pereira, João Paulo Papa
A Step Towards the Automated Diagnosis of Parkinson's Disease: Analyzing Handwriting Movements. CBMS (2015)
Takeshi Takita, Seiichiro Hangai, Jürgen Kempf, Christian Hook, Georg Scharfenberg
An Identification of Japanese Numerical Characters on a Biometrical Smart Pen System. AutoID (2007)
Matthias Dose, Christian Gruber, Ariane Grunz, Christian Hook, Jürgen Kempf, Georg Scharfenberg, Bernhard Sick
Towards an Automated Analysis of Neuroleptics' Impact on Human Hand Motor Skills. CIBCB (2007)
Christian Hook, Jürgen Kempf, Georg Scharfenberg
A Novel Digitizing Pen for the Analysis of Pen Pressure and Inclination in Handwriting Biometrics. ECCV Workshop BioAW (2004)
Christian Hook, Jürgen Kempf, Georg Scharfenberg
New pen device for biometrical 3D pressure analysis of handwritten characters, words and signatures. WBMA@MM (2003)