| 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 | 99 | 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 | 63 | 2017 |
| Hidden stratification causes clinically meaningful failures in machine learning for medical imaging L Oakden-Rayner, J Dunnmon, G Carneiro, C Ré Proceedings of the ACM conference on health, inference, and learning, 151-159, 2020 | 60 | 2020 |
| Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension X Liu, SC Rivera, D Moher, MJ Calvert, AK Denniston bmj 370, 2020 | 55 | 2020 |
| 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 | 49 | 2019 |
| Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension SC Rivera, X Liu, AW Chan, AK Denniston, MJ Calvert bmj 370, 2020 | 48 | 2020 |
| Exploring large-scale public medical image datasets L Oakden-Rayner Academic radiology 27 (1), 106-112, 2020 | 45 | 2020 |
| Exploring the ChestXray14 dataset: problems L Oakden-Rayner Wordpress: Luke Oakden Rayner, 2017 | 35 | 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 | 32* | 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 | 22 | 2017 |
| 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 | 21 | 2019 |
| 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 | 16 | 2020 |
| 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 | 13 | 2018 |
| CheXNet: an in-depth review L Oakden-Rayner URL: https://lukeoakdenrayner. wordpress. com/2018/01/24/chexnetan-in-depth …, 2018 | 13 | 2018 |
| 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 | 12 | 2018 |
| The rebirth of CAD: how is modern AI different from the CAD we know? L Oakden-Rayner Radiology: artificial intelligence 1 (3), e180089, 2019 | 10 | 2019 |
| Bethany Percha, Thomas M Snyder, and Joel T Dudley MA Badgeley, JR Zech, L Oakden-Rayner, BS Glicksberg, M Liu, W Gale, ... Deep learning predicts hip fracture using confounding patient and healthcare …, 2019 | 9 | 2019 |
| 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 | 7 | 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 | 5 | 2017 |
| Reply to'Man against machine: diagnostic performance of a deep learning convolutional neural network for dermoscopic melanoma recognition in comparison to 58 dermatologists' by … L Oakden-Rayner Annals of oncology: official journal of the European Society for Medical …, 2019 | 4 | 2019 |
Lyle John PalmerProfessor of Genetic Epidemiology, Adelaide UniversityVerified email at adelaide.edu.au
