Journal article
Challenges for machine learning in clinical translation of big data imaging studies
- Abstract:
-
Combining deep learning image analysis methods and large-scale imaging datasets offers many opportunities to neuroscience imaging and epidemiology. However, despite these opportunities and the success of deep learning when applied to a range of neuroimaging tasks and domains, significant barriers continue to limit the impact of large-scale datasets and analysis tools. Here, we examine the main challenges and the approaches that have been explored to overcome them. We focus on issues relating ...
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- Publication status:
- Published
- Peer review status:
- Peer reviewed
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Bibliographic Details
- Publisher:
- Cell Press Publisher's website
- Journal:
- Neuron Journal website
- Publication date:
- 2022-10-10
- Acceptance date:
- 2022-10-01
- DOI:
- EISSN:
-
1097-4199
- ISSN:
-
0896-6273
Item Description
- Language:
- English
- Keywords:
- Pubs id:
-
1282865
- Local pid:
- pubs:1282865
- Deposit date:
- 2022-10-13
Terms of use
- Copyright holder:
- Elsevier Inc.
- Copyright date:
- 2022
- Rights statement:
- © 2022 Elsevier Inc.
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