| The liver tumor segmentation benchmark (lits) P Bilic, P Christ, HB Li, E Vorontsov, A Ben-Cohen, G Kaissis, A Szeskin, ... Medical Image Analysis 84, 102680, 2023 | 941 | 2023 |
| The medical segmentation decathlon M Antonelli, A Reinke, S Bakas, K Farahani, A Kopp-Schneider, ... Nature communications 13 (1), 4128, 2022 | 653 | 2022 |
| ‘Project & excite’modules for segmentation of volumetric medical scans AM Rickmann, AG Roy, I Sarasua, N Navab, C Wachinger Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 39 | 2019 |
| A wide and deep neural network for survival analysis from anatomical shape and tabular clinical data S Pölsterl, I Sarasua, B Gutiérrez-Becker, C Wachinger Machine Learning and Knowledge Discovery in Databases: International …, 2020 | 33 | 2020 |
| Chloride and sulphate toxicity to Hydropsyche exocellata (Trichoptera, Hydropsychidae): exploring intraspecific variation and sub-lethal endpoints M Sala, M Faria, I Sarasúa, C Barata, N Bonada, S Brucet, L Llenas, ... Science of the Total Environment 566, 1032-1041, 2016 | 29 | 2016 |
| Recalibrating 3d convnets with project & excite AM Rickmann, AG Roy, I Sarasua, C Wachinger IEEE transactions on medical imaging 39 (7), 2461-2471, 2020 | 25 | 2020 |
| Is a PET all you need? A multi-modal study for Alzheimer’s disease using 3D CNNs M Narazani, I Sarasua, S Pölsterl, A Lizarraga, I Yakushev, C Wachinger International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 18 | 2022 |
| Discriminative and generative models for anatomical shape analysis on point clouds with deep neural networks B Gutierrez-Becker, I Sarasua, C Wachinger Medical Image Analysis 67, 101852, 2021 | 17 | 2021 |
| Transformesh: A transformer network for longitudinal modeling of anatomical meshes I Sarasua, S Pölsterl, C Wachinger Machine Learning in Medical Imaging: 12th International Workshop, MLMI 2021 …, 2021 | 13 | 2021 |
| Geometric deep learning on anatomical meshes for the prediction of Alzheimer’s disease I Sarasua, J Lee, C Wachinger 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1356-1359, 2021 | 12 | 2021 |
| Hippocampal representations for deep learning on Alzheimer’s disease I Sarasua, S Pölsterl, C Wachinger Scientific reports 12 (1), 8619, 2022 | 10 | 2022 |
| Prediction of fluid intelligence from T1-weighted magnetic resonance images S Pölsterl, B Gutiérrez-Becker, I Sarasua, A Guha Roy, C Wachinger Adolescent Brain Cognitive Development Neurocognitive Prediction: First …, 2019 | 4 | 2019 |
| An AutoML approach for the prediction of fluid intelligence from MRI-derived features S Pölsterl, B Gutiérrez-Becker, I Sarasua, A Guha Roy, C Wachinger Adolescent Brain Cognitive Development Neurocognitive Prediction: First …, 2019 | 4 | 2019 |
| Recalibration of neural networks for point cloud analysis I Sarasua, S Pölsterl, C Wachinger 2020 International Conference on 3D Vision (3DV), 443-451, 2020 | 2 | 2020 |
| Dining on Details: LLM-Guided Expert Networks for Fine-Grained Food Recognition JM Rodríguez-de-Vera, P Villacorta, IG Estepa, M Bolaños, I Sarasúa, ... Proceedings of the 8th International Workshop on Multimedia Assisted Dietary …, 2023 | 1 | 2023 |
| ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets P Villacorta, JM Rodríguez-de-Vera, M Bolaños, I Sarasúa, B Nagarajan, ... arXiv preprint arXiv:2303.09269, 2023 | 1 | 2023 |
| All4one: Symbiotic neighbour contrastive learning via self-attention and redundancy reduction IG Estepa, I Sarasúa, B Nagarajan, P Radeva Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 1 | 2023 |
| Accelerating Time-To-Science in Geophysical Simulations I Sarasua, F Spiga GC11-solidearth, 2023 | | 2023 |
| Joint Reconstruction and Parcellation of Cortical Surfaces AM Rickmann, F Bongratz, S Pölsterl, I Sarasua, C Wachinger International Workshop on Machine Learning in Clinical Neuroimaging, 3-12, 2022 | | 2022 |
| CASHformer: Cognition Aware SHape Transformer for Longitudinal Analysis I Sarasua, S Pölsterl, C Wachinger International Conference on Medical Image Computing and Computer-Assisted …, 2022 | | 2022 |
