2022
The Semi-constrained Network-Based Statistic (scNBS): Integrating Local and Global Information for Brain Network Inference
Dai W, Noble S, Scheinost D. The Semi-constrained Network-Based Statistic (scNBS): Integrating Local and Global Information for Brain Network Inference. Lecture Notes In Computer Science 2022, 13431: 396-405. DOI: 10.1007/978-3-031-16431-6_38.Peer-Reviewed Original Research
2020
The Constrained Network-Based Statistic: A New Level of Inference for Neuroimaging
Noble S, Scheinost D. The Constrained Network-Based Statistic: A New Level of Inference for Neuroimaging. Lecture Notes In Computer Science 2020, 12267: 458-468. PMID: 33870336, PMCID: PMC8052680, DOI: 10.1007/978-3-030-59728-3_45.Peer-Reviewed Original ResearchNetwork-based statisticsLarge-scale networksConstrained networksLarge-scale brain networksHuman Connectome ProjectHigher effect sizesBrain networksGround truth mapConnectome ProjectTask dataTruth effectNew levelReproducible discoveryEffect sizeNBS methodTruth mapNetwork organizationNetworkLocal neighborhoodValid inferencesInferenceNeuroscienceImportant formCluster levelMajor initiatives