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CABINET: BIDS-ified CABINET Application

Authors: Conan, Greg; Houghton, Audrey; Hendrickson, Timothy J.; Alexopoulos, Dimitrios; Goncalves, Mathias; Koirala, Sanju; Latham, Aidan; +10 Authors

CABINET: BIDS-ified CABINET Application

Abstract

{"references": ["Avants, Tustison, and Song. n.d. \"Advanced Normalization Tools (ANTS).\" The Insight Journal. https://scicomp.ethz.ch/public/manual/ants/2.x/ants2.pdf.", "Billot, Benjamin, Douglas N. Greve, Oula Puonti, Axel Thielscher, Koen Van Leemput, Bruce Fischl, Adrian V. Dalca, and Juan Eugenio Iglesias. 2021. \"SynthSeg: Domain Randomisation for Segmentation of Brain Scans of Any Contrast and Resolution.\" arXiv [eess.IV]. arXiv. http://arxiv.org/abs/2107.09559.", "Howell, Brittany R., Martin A. Styner, Wei Gao, Pew-Thian Yap, Li Wang, Kristine Baluyot, Essa Yacoub, et al. 2019. \"The UNC/UMN Baby Connectome Project (BCP): An Overview of the Study Design and Protocol Development.\" NeuroImage 185 (January): 891\u2013905.", "Isensee, Fabian, Paul F. Jaeger, Simon A. A. Kohl, Jens Petersen, and Klaus H. Maier-Hein. 2021. \"nnU-Net: A Self-Configuring Method for Deep Learning-Based Biomedical Image Segmentation.\" Nature Methods 18 (2): 203\u201311.", "Jenkinson, Mark, Christian F. Beckmann, Timothy E. J. Behrens, Mark W. Woolrich, and Stephen M. Smith. 2012. \"FSL.\" NeuroImage 62 (2): 782\u201390.", "Paszke, Adam, Sam Gross, Soumith Chintala, Gregory Chanan, Edward Yang, Zachary DeVito, Zeming Lin, Alban Desmaison, Luca Antiga, and Adam Lerer. 2017. \"Automatic Differentiation in PyTorch.\" https://openreview.net/pdf?id=BJJsrmfCZ."]}

FUNDING SOURCES: 1U01DA055371 Wilson (PI) 09/01/21 – 08/31/26 17/24 The Healthy Brain and Child Development National Consortium | U24 DA055330 Smyser (PI) 09/30/21 – 06/30/26 Healthy brain and child development national consortium data coordinating center | Sub 1016803_ UMINN/U01DA041148 Fair & Nagel (PI) 04/15/20 – 03/31/27 ABCD-USA CONSORTIUM: RESEARCH PROJECT SITE AT OHSU | UG3 OD023349 Fair (Co-PI) 09/21/16–08/31/23 Pre- and Postnatal Exposure Periods for Child Health: Common Risks and Shared Mechanisms | 1R37MH125829-01 Fair, Satterwaithe (PI) 09/01/21 – 03/31/26 Precision mapping of individualized executive networks in youth | 2R01MH096773-08A1 Fair & Dosenbach (PI) 06/05/20– 03/31/25 Identification of outcome-based sub-populations using deep phenotyping and precision functional mapping across ADHD and ASD | Note: Audrey Houghton and Greg Conan are co-first authors for this project

This BIDS App provides the utility of creating a nnU-Net anatomical MRI segmentation and mask with a infant brain trained model for the purposes of circumventing JLF within Nibabies. This application utilities the following software: nvidia/pytorch:21.11-py3, nnU-Net, SynthSeg, FSL v6.0.5.1, ANTS v2.3.3, BIBSnet v1.0.0

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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