| Medical image synthesis with context-aware generative adversarial networks D Nie*, R Trullo*, J Lian, C Petitjean, S Ruan, Q Wang, D Shen Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017 | 776 | 2017 |
| Medical image synthesis with deep convolutional adversarial networks D Nie*, R Trullo*, J Lian, L Wang, C Petitjean, S Ruan, Q Wang, D Shen IEEE Transactions on Biomedical Engineering 65 (12), 2720-2730, 2018 | 565 | 2018 |
| Segmentation of organs at risk in thoracic CT images using a sharpmask architecture and conditional random fields R Trullo, C Petitjean, S Ruan, B Dubray, D Nie, D Shen 2017 IEEE 14th international symposium on biomedical imaging (ISBI 2017 …, 2017 | 102 | 2017 |
| Medical image synthesis with context-aware generative adversarial networks D Nie, R Trullo, C Petitjean, S Ruan, D Shen arXiv preprint arXiv:1612.05362, 2016 | 65 | 2016 |
| Joint segmentation of multiple thoracic organs in CT images with two collaborative deep architectures R Trullo, C Petitjean, D Nie, D Shen, S Ruan Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2017 | 64 | 2017 |
| Multiorgan segmentation using distance-aware adversarial networks R Trullo, C Petitjean, B Dubray, S Ruan Journal of Medical Imaging 6 (1), 014001-014001, 2019 | 39 | 2019 |
| Descriptive modeling of textiles using FE simulations and deep learning A Mendoza*, R Trullo*, Y Wielhorski Composites Science and Technology 213, 108897, 2021 | 31 | 2021 |
| Segmentation of craniomaxillofacial bony structures from MRI with a 3D deep-learning based cascade framework D Nie, L Wang, R Trullo, J Li, P Yuan, J Xia, D Shen Machine Learning in Medical Imaging: 8th International Workshop, MLMI 2017 …, 2017 | 30 | 2017 |
| Fully automated esophagus segmentation with a hierarchical deep learning approach R Trullo, C Petitjean, D Nie, D Shen, S Ruan 2017 IEEE International Conference on Signal and Image Processing …, 2017 | 24 | 2017 |
| Interactive definition and tuning of one-class classifiers for document image classification N Girard, R Trullo, S Barrat, N Ragot, JY Ramel 2016 12th IAPR Workshop on Document Analysis Systems (DAS), 358-363, 2016 | 3 | 2016 |
| Image translation based nuclei segmentation for immunohistochemistry images R Trullo, QA Bui, Q Tang, R Olfati-Saber MICCAI Workshop on Deep Generative Models, 87-96, 2022 | 2 | 2022 |
| Design of Artificial Neural Networks for damage estimation of composite laminates: Application to delamination failures in ply drops A Mendoza, O Friderikos, R Trullo, E Baranger Composite Structures 304, 116320, 2023 | 1 | 2023 |
| Quantification of TGFβ protein levels and digital pathology-based immune phenotyping reveal biomarkers for TGF-β blockade therapy patient selection in NSCLC R Pomponio, C Hendricks, SM Bean, H Wang, S Brutus, C Biddle-Snead, ... Cancer Research 82 (12_Supplement), 5099-5099, 2022 | 1 | 2022 |
| Erratum: Medical Image Synthesis with Deep Convolutional Adversarial Networks (IEEE Trans. Biomed. Eng.(2018) 65: 12 (2720-2730 D Nie, R Trullo, J Lian, L Wang, C Petitjean, S Ruan, Q Wang, D Shen IEEE Transactions on Biomedical Engineering 67 (9), 2706, 2020 | 1 | 2020 |
| Multi-modal isointense infant brain image segmentation with deep learning based methods D Nie, L Wang, R Trullo, E Adeli, W Lin, D Shen ISMRM, 2017 | 1 | 2017 |
| Classification of the Tumor Immune Microenvironment Using Machine-Learning-Based CD8 Immunophenotyping As a Potential Biomarker for Immunotherapy and TGF-β Blockade in Nonsmall … RJ Pomponio, H Wang, SM Bean, Q Tang, R Trullo, JS Lee, B Demers, ... AI in Precision Oncology, 2024 | | 2024 |
| P487 Automated Scoring of Patient Endoscopy Videos Using Deep Learning Techniques: A Promising Approach for Clinical Trials in Inflammatory Bowel Disease S Badalamenti, H Sarker, W Zhao, Q Bozhao, E Pochet, R Trullo, Q Tang, ... Journal of Crohn's and Colitis 18 (Supplement_1), i975-i975, 2024 | | 2024 |
| Clinical Trial Histology Image Based End-to-End Biomarker Expression Levels Prediction and Visualization Using Constrained GANs W Zhao, B Qi, Y Li, R Trullo, E Attieh, AL Bauchet, Q Tang, E Pochet International Workshop on Applications of Medical AI, 1-10, 2023 | | 2023 |
| RoFormer for Position Aware Multiple Instance Learning in Whole Slide Image Classification E Pochet, R Maroun, R Trullo International Workshop on Machine Learning in Medical Imaging, 437-446, 2023 | | 2023 |
| AAV-ARSA-mediated gene replacement for the treatment of metachromatic leukodystrophy S Ramachandran, J Ardinger, J Bu, S Ayloo, AM Richards, E WIschhof, ... Molecular Genetics and Metabolism 138 (2), 107284, 2023 | | 2023 |
