Roger Trullo
Sanofi (France)(FR)
Publications by Year
Research Areas
AI in cancer detection, Radiomics and Machine Learning in Medical Imaging, Generative Adversarial Networks and Image Synthesis, Advanced Image Processing Techniques, Image and Signal Denoising Methods
Most-Cited Works
- → Medical Image Synthesis with Context-Aware Generative Adversarial Networks(2017)678 cited
- → Medical Image Synthesis with Deep Convolutional Adversarial Networks(2018)606 cited
- → Segmentation of Organs at Risk in thoracic CT images using a SharpMask architecture and Conditional Random Fields(2017)78 cited
- → Joint Segmentation of Multiple Thoracic Organs in CT Images with Two Collaborative Deep Architectures(2017)43 cited
- → Multiorgan segmentation using distance-aware adversarial networks(2019)37 cited
- → Segmentation of Craniomaxillofacial Bony Structures from MRI with a 3D Deep-Learning Based Cascade Framework(2017)26 cited
- → Fully automated esophagus segmentation with a hierarchical deep learning approach(2017)22 cited
- → Abstract 5099: Quantification of TGFβ protein levels and digital pathology-based immune phenotyping reveal biomarkers for TGF-β blockade therapy patient selection in NSCLC(2022)17 cited
- → Design of Artificial Neural Networks for Damage Estimation of Composite Laminates: Application to Delamination Failures in Ply Drops(2022)6 cited