Hadrien Bertrand

According to our database, Hadrien Bertrand authored at least 6 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

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

Joseph Paul Cohen, Joseph D. Viviano, Paul Bertin, Paul Morrison, Parsa Torabian, Matteo Guarrera, Matthew P. Lungren, Akshay Chaudhari, Rupert Brooks, Mohammad Hashir, Hadrien Bertrand

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

2020

Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays.

Mohammad Hashir, Hadrien Bertrand, Joseph Paul Cohen

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

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

Joseph Paul Cohen, Mohammad Hashir, Rupert Brooks, Hadrien Bertrand

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020

2019

Hyper-parameter optimization in deep learning and transfer learning: applications to medical imaging. (Optimisation d'hyper-paramètres en apprentissage profond et apprentissage par transfert: applications en imagerie médicale).

Hadrien Bertrand

PhD thesis, 2019

Do Lateral Views Help Automated Chest X-ray Predictions?

Hadrien Bertrand, Mohammad Hashir, Joseph Paul Cohen

CoRR, 2019

2017

Classification of MRI data using deep learning and Gaussian process-based model selection.

Hadrien Bertrand, Matthieu Perrot, Roberto Ardon, Isabelle Bloch

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017