Prof. Dr. Gustavo H. Carneiro

Profile

Academic positionAssociate Professor, Senior Lecturer, Reader
Research fieldsMedical Physics, Biomedical Engineering,Computer Science
KeywordsDeep Learning, Machine Learning, Computer Vision, Medical Image Analysis

Current contact address

CountryAustralia
CityAdelaide
InstitutionUniversity of Adelaide
InstituteSchool of Computer Science

Host during sponsorship

Prof. Dr. Nassir NavabFakultät für Informatik, Technische Universität München, Garching
Start of initial sponsorship01/09/2014

Program(s)

2014Humboldt Research Fellowship Programme for Experienced Researchers

Publications (partial selection)

2015A/Prof. Gustavo H. Carneiro, Dr. Tingying Peng, Dr. Christine Bayer and Prof. Nassir Navab: Automatic Detection of Necrosis, Normoxia and Hypoxia in Tumors from Multimodal Cytological Images. In: Proceedings of the International Conference on Image Processing (ICIP), 2015, ---
2015A/Prof. Gustavo H. Carneiro, Dr. Tingying Peng, Dr. Christine Bayer, Prof. Nassir Navab: Flexible and Latent Structured Output Learning: Application to Histology. In: Medical Image Computing and Computer Assisted Interventions (MICCAI) Workshop Machine Learning in Medical Imaging (MLMI), 2015, ---