On the limits of cross-domain generalization in automated X-ray prediction JP Cohen, M Hashir, R Brooks, H Bertrand Medical Imaging with Deep Learning, 136-155, 2020 | 127 | 2020 |
TorchXRayVision: A library of chest X-ray datasets and models JP Cohen, JD Viviano, P Bertin, P Morrison, P Torabian, M Guarrera, ... International Conference on Medical Imaging with Deep Learning, 231-249, 2022 | 85 | 2022 |
Hyperparameter Optimization of Deep Neural Networks: Combining Hyperband with Bayesian Model Selection H Bertrand, R Ardon, M Perrot, I Bloch | 47 | 2017 |
Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays M Hashir, H Bertrand, JP Cohen Medical Imaging with Deep Learning, 288-303, 2020 | 20 | 2020 |
Do Lateral Views Help Automated Chest X-ray Predictions? H Bertrand, M Hashir, JP Cohen Medical Imaging and Deep Learning Abstracts, arXiv:1904.08534, 2019 | 18 | 2019 |
Hyper-parameter optimization in deep learning and transfer learning: applications to medical imaging H Bertrand Université Paris-Saclay, 2019 | 14 | 2019 |
Classification of MRI data using deep learning and Gaussian process-based model selection H Bertrand, M Perrot, R Ardon, I Bloch 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017 | 9 | 2017 |
TorchXRayVision: a library of chest X-ray datasets and models (2020) JP Cohen, J Viviano, M Hashir, H Bertrand URL https://github. com/mlmed/torchxrayvision, 2020 | 6 | 2020 |
Optimisation d'hyper-paramètres en apprentissage profond et apprentissage par transfert: applications en imagerie médicale H Bertrand Université Paris-Saclay (ComUE), 2019 | | 2019 |