| Precision radiology: predicting longevity using feature engineering and deep learning methods in a radiomics framework L Oakden-Rayner, G Carneiro, T Bessen, JC Nascimento, AP Bradley, ... Scientific reports 7 (1), 1-13, 2017 | 65 | 2017 |
| Detecting hip fractures with radiologist-level performance using deep neural networks W Gale, L Oakden-Rayner, G Carneiro, AP Bradley, LJ Palmer arXiv preprint arXiv:1711.06504, 2017 | 37 | 2017 |
| Exploring the ChestXray14 dataset: problems L Oakden-Rayner Wordpress: Luke Oakden Rayner, 2017 | 19 | 2017 |
| Producing Radiologist-Quality Reports for Interpretable Deep Learning. W Gale, L Oakden-Rayner, G Carneiro, LJ Palmer, AP Bradley 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 14* | 2019 |
| Automated 5-year mortality prediction using deep learning and radiomics features from chest computed tomography G Carneiro, L Oakden-Rayner, AP Bradley, J Nascimento, L Palmer 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017 | 14 | 2017 |
| Hidden stratification causes clinically meaningful failures in machine learning for medical imaging L Oakden-Rayner, J Dunnmon, G Carneiro, C Ré arXiv preprint arXiv:1909.12475, 2019 | 11 | 2019 |
| Deep learning predicts hip fracture using confounding patient and healthcare variables MA Badgeley, JR Zech, L Oakden-Rayner, BS Glicksberg, M Liu, W Gale, ... NPJ digital medicine 2 (1), 1-10, 2019 | 9 | 2019 |
| Towards generative adversarial networks as a new paradigm for radiology education SG Finlayson, H Lee, IS Kohane, L Oakden-Rayner arXiv preprint arXiv:1812.01547, 2018 | 9 | 2018 |
| Exploring Large-scale Public Medical Image Datasets L Oakden-Rayner Academic radiology 27 (1), 106-112, 2020 | 8 | 2020 |
| Medical journals should embrace preprints to address the reproducibility crisis L Oakden-Rayner, AL Beam, LJ Palmer International journal of epidemiology 47 (5), 1363-1365, 2018 | 7 | 2018 |
| Deep learning natural language processing successfully predicts the cerebrovascular cause of transient ischemic attack-like presentations S Bacchi, L Oakden-Rayner, T Zerner, T Kleinig, S Patel, J Jannes Stroke 50 (3), 758-760, 2019 | 6 | 2019 |
| CheXNet: an in-depth review L Oakden-Rayner URL: https://lukeoakdenrayner. wordpress. com/2018/01/24/chexnetan-in-depth …, 2018 | 5 | 2018 |
| Reply to ‘Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists … L Oakden-Rayner Annals of Oncology 30 (5), 854, 2019 | 4 | 2019 |
| The rebirth of CAD: how is modern AI different from the CAD we know? L Oakden-Rayner Radiology: artificial intelligence 1 (3), e180089, 2019 | 3 | 2019 |
| Intelligent augmented reality tutoring for physical tasks with medical professionals MA Almiyad, L Oakden-Rayner, A Weerasinghe, M Billinghurst International Conference on Artificial Intelligence in Education, 450-454, 2017 | 3 | 2017 |
| Deep learning in the prediction of ischaemic stroke thrombolysis functional outcomes: a pilot study S Bacchi, T Zerner, L Oakden-Rayner, T Kleinig, S Patel, J Jannes Academic Radiology 27 (2), e19-e23, 2020 | 2 | 2020 |
| Artificial intelligence in medicine: validation and study design L Oakden-Rayner, LJ Palmer Artificial Intelligence in Medical Imaging, 83-104, 2019 | 2 | 2019 |
| CRISTAL: adapting workplace training to the real world context with an intelligent simulator for radiology trainees H Lee, A Weerasinghe, J Barnes, L Oakden-Rayner, W Gale, G Carneiro International Conference on Intelligent Tutoring Systems, 430-435, 2016 | 1 | 2016 |
| Deep learning in the detection of high-grade glioma recurrence using multiple MRI sequences: A pilot study S Bacchi, T Zerner, J Dongas, AT Asahina, A Abou-Hamden, S Otto, ... Journal of Clinical Neuroscience 70, 11-13, 2019 | | 2019 |
| Supplemental Figures Precision Radiology: Predicting longevity using feature engineering and deep learning methods in a radiomics framework L Oakden-Rayner, T Bessen, LJ Palmer | | |
Lyle John PalmerProfessor of Genetic Epidemiology, Adelaide UniversityVerified email at adelaide.edu.au
