Martial Guillaud

Publication Activity (10 Years)

Years Active: 2005-2016
Publications (10 Years): 2

Top Topics

Cervical Cancer

Hierarchical Data

Automated Detection

Microscope Images

Top Venues

Medical Imaging: Digital Pathology

Stat. Anal. Data Min.

Joseph Fourier University, Grenoble, France (PHD)

Education History

Joseph Fourier University, Grenoble, France

PHD

Publications

Fahime Sheikhzadeh, Anita Carraro, Jagoda Korbelik, Calum MacAulay, Martial Guillaud, Rabab K. Ward
Automatic labeling of molecular biomarkers on a cell-by-cell basis in immunohistochemistry images using convolutional neural networks. Medical Imaging: Digital Pathology (2016)
Fahime Sheikhzadeh, Martial Guillaud, Rabab K. Ward
Automatic labeling of molecular biomarkers of whole slide immunohistochemistry images using fully convolutional networks. CoRR (2016)
Jose-Miguel Yamal, Martial Guillaud, E. Neely Atkinson, Michele Follen, Calum MacAulay, Scott B. Cantor, Dennis D. Cox
Prediction using hierarchical data: Applications for automated detection of cervical cancer. Stat. Anal. Data Min. 8 (2) (2015)
Fahime Sheikhzadeh, Rabab K. Ward, Anita Carraro, Zhaoyang Chen, Dirk van Niekerk, Calum MacAulay, Michele Follen, Pierre Lane, Martial Guillaud
Confocal fluorescence microscopy for detection of cervical preneoplastic lesions. Medical Imaging: Digital Pathology (2015)
Martial Guillaud, Carole Clem, Calum MacAulay
An in silico platform for the study of epithelial pre-invasive neoplastic development. Biosyst. 102 (1) (2010)
R. Kamalov, Martial Guillaud, D. Haskins, A. Harrison, Roger Kemp, D. Chiu, Michele Follen, Calum MacAulay
A Java application for tissue section image analysis. Comput. Methods Programs Biomed. 77 (2) (2005)