Evaluation of post-hoc interpretability methods in time-series classification H Turbé, M Bjelogrlic, C Lovis, G Mengaldo Nature Machine Intelligence 5 (3), 250-260, 2023 | 35 | 2023 |
Adaptive time-dependent priors and Bayesian inference to evaluate SARS-CoV-2 public health measures validated on 31 countries H Turbé, M Bjelogrlic, A Robert, C Gaudet-Blavignac, JP Goldman, ... Frontiers in Public Health 8, 583401, 2021 | 8 | 2021 |
Deep SNOMED CT enabled large clinical database about COVID-19 C Gaudet-Blavignac, J Ehrsam, H Turbe, D Keszthelyi, J Zaghir, C Lovis Challenges of Trustable AI and Added-Value on Health, 317-321, 2022 | 6 | 2022 |
InterpretTime: a new approach for the systematic evaluation of neural-network interpretability in time series classification H Turbé, M Bjelogrlic, C Lovis, G Mengaldo arXiv preprint arXiv:2202.05656, 2022 | 4 | 2022 |
Classification of oncology treatment responses from French radiology reports with supervised machine learning JP Goldman, L Mottin, J Zaghir, D Keszthelyi, B Lokaj, H Turbé, J Gobeil, ... Challenges of Trustable AI and Added-Value on Health, 849-853, 2022 | 4 | 2022 |
Performance of Machine Learning Methods to Classify French Medical Publications. J Zaghir, JP Goldman, M Bjelogrlic, D Keszthelyi, C Gaudet-Blavignac, ... MIE, 874-875, 2022 | 2 | 2022 |
Communicating on Multivariate and Geospatial Data supported by ergonomics criteria: COVID-19 case H Turbé, VG Ruiz, M Bjelogrlic, J Rochat, C Lovis 2020 Workshop on Visual Analytics in Healthcare (VAHC), 4-16, 2020 | 2 | 2020 |
ProtoS-ViT: Visual foundation models for sparse self-explainable classifications H Turbé, M Bjelogrlic, G Mengaldo, C Lovis arXiv preprint arXiv:2406.10025, 2024 | 1 | 2024 |
A Novel Method and Python Library for ECG Signal Quality Assessment C Berger, H Turbé, M Bjelogrlic, C Lovis Studies in health technology and informatics 316, 858-862, 2024 | | 2024 |
Efficient Clinical Information Extraction from Breast Radiology Reports in French J Zaghir, B Lokaj, K Kinkel, AD Djema, H Turbé, M Bjelogrlic, ... Studies in health technology and informatics 316, 1780-1784, 2024 | | 2024 |
Revisiting the robustness of post-hoc interpretability methods J Wei, H Turbé, G Mengaldo arXiv preprint arXiv:2407.19683, 2024 | | 2024 |
COMPARISON OF ECHOCARDIOGRAPHIC AND CARDIAC MAGNETIC RESONANCE IMAGING FOR LEFT VENTRICULAR HYPERTROPHY DIAGNOSIS H Turbé, M Bjelogrlic, M Namdar, C Lovis Journal of the American College of Cardiology 81 (8_Supplement), 1462-1462, 2023 | | 2023 |
A Lightweight and Interpretable Model to Classify Bundle Branch Blocks from ECG Signals H Turbé, M Bjelogrlic, M Namdar, C Gaudet-Blavignac, J Zaghir, ... Challenges of Trustable AI and Added-Value on Health, 43-47, 2022 | | 2022 |
Impact of public health measures to control SARS-CoV-2Outbreak: a data-driven analysis H Turbe, M Bjelogrlic, A Robert, C Gaudet-Blavignac, JP Goldman, ... | | 2020 |