Research gap
A research opportunity connected to missing evidence, methods, datasets, validation, or translation.
Gap type
Priority
Evidence
Status
Followers
Evidence links
Preparing research brief
The platform is organizing evidence for this page. Linked papers and discussion remain available while the brief is prepared.
The first accepted evidence set for Whole-brain connectomics includes 12 papers. Evidence currently spans 2024 to 2026. Methods represented in the accepted evidence include Resting-state fMRI, Graph theory analysis, Radiomics. The most specific unresolved gap is insufficient validation evidence for model requires further validation. Paper intelligence specifically flags: Model requires further validation; The study focuses on resting-state fMRI; The study focuses on patients with brain implants. This gap should be tracked as topic memory, paper intelligence, and future accepted evidence mature.
Current barriers will appear when evidence is linked or reviewed.
Invasive neurophysiology and whole brain connectomics for neural decoding in patients with brain implants
Timon Merk; Richard M. Köhler; Toni M. Brotons; Samed Rouven Vossberg; Victoria Peterson; Laura Freire Lyra; Jonathan Vanhoecke; Meera Chikermane; Thomas S. Binns; Ningfei Li; Ashley Walton; Clemens Neudorfer; Alan Bush; Nathan Sisterson; Johannes L. Busch; Roxanne Lofredi; Jeroen Habets; Julius Huebl; Guanyu Zhu; Zixiao Yin; Baotian Zhao; Angela Merkl; Malek Bajbouj; Patricia Krause; Katharina Faust; Gerd‐Helge Schneider; Andreas Horn; Jianguo Zhang; Andrea A. Kühn; R. Mark Richardson; Wolf‐Julian Neumann · 2025 · Nature Biomedical Engineering
Systematic evaluation of fMRI data-processing pipelines for consistent functional connectomics
Andrea I. Luppi; Helena M. Gellersen; Zhen-Qi Liu; Alexander R. D. Peattie; Anne E. Manktelow; R. Adapa; Adrian M. Owen; Lorina Naçi; David Menon; Stavros I. Dimitriadis; Emmanuel A. Stamatakis · 2024 · Nature Communications
Future work suggestions will appear when the gap has enough evidence.
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Useful contributions cite evidence, clarify uncertainty, or explain why the object has changed.
Aberrant Brain Topological Properties in Early-Onset and Adult-Onset Schizophrenia: Evidence from First-Episode Drug-Naïve and Medicated Groups.
Zhong M; Zhang M; Wang F; Wang Y; Chen Z; Liu Z; Yang J · 2026 · Journal of the American Academy of Child and Adolescent Psychiatry
Existing attempts will appear when papers are linked.
Limitations will be summarized from reviewed evidence when available.