Hadrien Bertrand

On the limits of cross-domain generalization in automated X-ray prediction

Joseph Cohen, Mohammad Hashir, Rupert Brooks et al. · arXiv (Cornell University) · 2020 · 64 citations · Full text

Image Reconstruction, Multiple Instance Learning, Engineering +25

TorchXRayVision: A library of chest X-ray datasets and models

Joseph Cohen, Joseph D. Viviano, Paul A. Bertin et al. · arXiv (Cornell University) · 2021 · 37 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Hyperparameter optimization of deep neural networks: combining Hperband with Bayesian model selection

Hadrien Bertrand, Roberto Ardon, Matthieu Perrot et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2017 · 16 citations

Handcrafted features vs ConvNets in 2D echocardiographic images

Caroline Raynaud, Hélène Langet, Mihaela Amzulescu et al. · 2017 · 14 citations

Convolutional Neural Network, Engineering, Machine Learning +19

On the limits of cross-domain generalization in automated X-ray prediction

Joseph Cohen, Mohammad Hashir, Rupert Brooks et al. · Medical Imaging with Deep Learning · 2020 · 14 citations

Image Reconstruction, Multiple Instance Learning, Engineering +25