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The developing Human Connectome Project fetal functional MRI release: Methods and data structures
Vyacheslav R Karolis1,2, Lucilio Cordero-Grande1,3, Anthony N Price1
1Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom.
This study releases the largest open-access fetal functional MRI dataset, enabling new research into early brain development and connectivity. The data addresses challenges like motion and noise, advancing the field of in utero neuroscience.
Area of Science:
- Neuroscience
- Developmental Neuroscience
- Medical Imaging
Background:
- Fetal functional MRI (fMRI) offers insights into early brain development.
- Progress is limited by a lack of accessible, high-quality fetal fMRI datasets.
- Challenges include motion, geometric distortions, and low signal-to-noise ratio in utero.
Purpose of the Study:
- To release the largest open-access fetal fMRI dataset to date.
- To provide a resource for developing and benchmarking methods for in utero brain imaging analysis.
- To facilitate research into the emergence of functional brain connectivity.
Main Methods:
- Release of 275 fetal fMRI scans (255 fetuses, 20.86-38.29 weeks).
- Systematic pre-processing including multi-band SENSE, distortion correction, slice-to-volume reconstruction, and temporal filtering.
- Development of an advanced registration infrastructure for group-level analysis.
Main Results:
- The largest open-access fetal fMRI dataset is now available.
- A comprehensive pre-processing pipeline tailored for in utero data is presented.
- The dataset includes intermediate processing outputs for flexible data exploration.
Conclusions:
- This dataset release significantly advances the potential of fetal fMRI research.
- It provides a crucial resource for developing robust analysis methods for early brain connectivity.
- The findings support the development of a lifelong human connectome.
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