Harmonizing Multi-Modality Biases in Infant Development Analysis with an Integrated MRI Data Processing Pipeline
Motivation: Understanding infant neurodevelopment is pivotal for unraveling the anatomical underpinnings of psychomotor and cognitive functions, as well as pinpointing the origins of various disorders. Goal(s): Introduce an integrated multi-modality MRI data processing pipeline tailored for infant development studies, with the goal of reliablly discerning relationship across brain anatomy and cognitive functions. Approach: Incorporating precise deep learning tools specifically designed for infant brain, structural, functional, diffusion MRI data can be accurately analyzed, w.r.t. surface attributes for group-level study and network attributes for individual-level study. Results: We introduce an integrated multi-modal infant MRI data processing pipeline toolkit with dedicated processing results. Impact: We introduce the first infant multi-modal atlas and parcellation map
Authors
- Dinggang G. Shen (ORCID: https://orcid.org/0000-0002-7934-5698)
- Zehong Cao (ORCID: https://orcid.org/0000-0003-3656-0328)
- Jiameng Liu (ORCID: https://orcid.org/0000-0002-3709-531X)
- Luoyu Wang (ORCID: https://orcid.org/0000-0002-7780-7190)
- Zhongrui Huang (ORCID: https://orcid.org/0000-0002-8185-7473)
- Feihong Liu (ORCID: https://orcid.org/0000-0001-5199-5261)
- Lianghu Guo
- Tianli Tao
- Feng Shi (ORCID: https://orcid.org/0000-0001-5369-6695)
- Xuyun Wen (ORCID: https://orcid.org/0000-0003-2230-8658)
- Yichu He
- Chunfeng Lian (ORCID: https://orcid.org/0000-0002-9319-6633)
- Haifeng Tang
- Han Zhang (ORCID: https://orcid.org/0000-0003-1109-4738)
- Geng Chen (ORCID: https://orcid.org/0000-0002-0880-4404)
- Jiawei Huang (ORCID: https://orcid.org/0000-0001-7670-2971)
- Rui Hua (ORCID: https://orcid.org/0000-0001-7507-6155)
- Qian Wang (ORCID: https://orcid.org/0000-0002-2931-7875)
- Yajuan Zhang (ORCID: https://orcid.org/0000-0001-8177-0610)
- Jun Feng
- Fan Wang (ORCID: https://orcid.org/0000-0003-3542-6960)
- Xinyi Cai (ORCID: https://orcid.org/0009-0002-5951-6733)
- Jinchen Gu
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/0238
- Primary Topic
- Gaussian Processes and Bayesian Inference
- Type
- article
- Field-Weighted Citation Impact
- 0.00