Gustavo Carneiro
University of Surrey(GB)
Publications by Year
Research Areas
Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, Domain Adaptation and Few-Shot Learning, COVID-19 diagnosis using AI, Advanced Neural Network Applications
Most-Cited Works
- → Unsupervised CNN for Single View Depth Estimation: Geometry to the Rescue(2016)1,507 cited
- → Supervised Learning of Semantic Classes for Image Annotation and Retrieval(2007)868 cited
- → Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning(2021)452 cited
- → Multi-modal Cycle-Consistent Generalized Zero-Shot Learning(2018)363 cited
- → Deep Learning and Data Labeling for Medical Applications(2016)351 cited
- → A deep learning approach for the analysis of masses in mammograms with minimal user intervention(2017)339 cited
- → Combining deep learning and level set for the automated segmentation of the left ventricle of the heart from cardiac cine magnetic resonance(2016)337 cited
- → Smart Mining for Deep Metric Learning(2017)332 cited
- → Deep Learning and Convolutional Neural Networks for Medical Image Computing(2017)292 cited