Fabian Eitel
Orcid: 0000-0003-2630-9172
According to our database1,
Fabian Eitel
authored at least 13 papers
between 2018 and 2024.
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Bibliography
2024
Benchmarking the influence of pre-training on explanation performance in MR image classification.
Frontiers Artif. Intell., 2024
2023
Benchmark data to study the influence of pre-training on explanation performance in MR image classification.
CoRR, 2023
Promises and pitfalls of deep neural networks in neuroimaging-based psychiatric research.
CoRR, 2023
2022
Explainable deep learning classifiers for disease detection based on structural brain MRI data
PhD thesis, 2022
Feature visualization for convolutional neural network models trained on neuroimaging data.
CoRR, 2022
2021
CoRR, 2021
Proceedings of the Machine Learning in Clinical Neuroimaging - 4th International Workshop, 2021
2020
Harnessing spatial homogeneity of neuroimaging data: patch individual filter layers for CNNs.
CoRR, 2020
2019
CoRR, 2019
Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation.
CoRR, 2019
Proceedings of the Adolescent Brain Cognitive Development Neurocognitive Prediction, 2019
Testing the Robustness of Attribution Methods for Convolutional Neural Networks in MRI-Based Alzheimer's Disease Classification.
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support, 2019
2018
Proceedings of the Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018