Results 41 to 50 of about 1,310 (151)
Fused graphical lasso for brain networks with symmetries
Journal of the Royal Statistical Society: Series C (Applied Statistics), Volume 70, Issue 5, Page 1299-1322, November 2021., 2021 Abstract Neuroimaging is the growing area of neuroscience devoted to produce data with the goal of capturing processes and dynamics of the human brain. We consider the problem of inferring the brain connectivity network from time‐dependent functional magnetic resonance imaging (fMRI) scans.
Saverio Ranciati +2 more
wiley +1 more source
Human Brain Mapping, Volume 42, Issue 15, Page 4823-4843, October 15, 2021., 2021 This study was to introduce and evaluate a workflow for personalized near infra‐red optical tomography (NIROT). The workflow comprises a full pipeline from functional near‐infrared spectroscopy (fNIRS) data acquisition to local 3D imaging of cortical hemodynamic fluctuations.
Zhengchen Cai +8 more
wiley +1 more source
, 2023 <p>BUG fix in random sampling of forestHT estimators.</p> What's Changed <ul> <li>[ENH, BUG] Consistency of train/test samples in forest HT by @adam2392 in <a href="https://github.com/neurodata/scikit-tree/pull/135">https ...
Jarrod Millman +6 more
core +1 more source
Epilepsia, Volume 62, Issue 9, Page 2082-2093, September 2021., 2021 Abstract Objective Impaired memory is a common comorbidity of refractory temporal lobe epilepsy (TLE) and often perceived by patients as more problematic than the seizures themselves. The objective of this study is to understand what the relationship of these behavioral impairments is to the underlying pathophysiology, as there are currently no ...
Seung J. Lee +10 more
wiley +1 more source
Computational and Mathematical Methods in Medicine, Volume 2021, Issue 1, 2021., 2021 Alzheimer’s disease (AD) is one of the most important causes of mortality in elderly people, and it is often challenging to use traditional manual procedures when diagnosing a disease in the early stages. The successful implementation of machine learning (ML) techniques has also shown their effectiveness and its reliability as one of the better options
Monika Sethi +5 more
wiley +1 more source
Standardizing human brain parcellations
Scientific Data, 2021 Using brain atlases to localize regions of interest is a requirement for making neuroscientifically valid statistical inferences. These atlases, represented in volumetric or surface coordinate spaces, can describe brain topology from a variety of ...
Ross M. Lawrence +9 more
doaj +1 more source
Streaming Decision Trees & Forests
, 2021 What's Changed ENH & DOC update figure notebook & preprint text by @PSSF23 in https://github.com/neurodata/SDTF/pull/45 ENH optimize algorithm colors, names & orders by @PSSF23 in https://github.com/neurodata/SDTF/pull/46 ENH optimize CC18 figure by ...
Panda, Sambit +4 more
core +1 more source
The accuracy of GDPR in light of the neurodata processing
Przegląd Prawa Medycznego, 2022 Celem niniejszej publikacji jest analiza aktualności systemu ochrony danych osobowych w świetle zagrożeń stwarzanych przez neurotechnologię poprzez analizę charakteru danych osobowych pochodzących z odczytów aktywności i struktury mózgu. Tzw. neurodane kwalifikują się obecnie do „danych szczególnej kategorii”, ale w większości niestety do „danych ...
openaire +1 more source
neurodata/ProgLearn: Documentation Simplification and Webpage Hosting
, 2020 ProgLearn v0.0.2 updates the content and presentation of the documentation. Documentation Updates We converted the documentation to be hosted at proglearn.neurodata.io We converted the documentation style to follow that of hyppo (https://github.com ...
williamrxu +22 more
core +1 more source
Dynamic oxygen changes during status epilepticus and subsequent endogenous kindling
Epilepsia, Volume 61, Issue 7, Page 1515-1527, July 2020., 2020 Abstract Objective Brain tissue oxygen (partial oxygen pressure [pO2]) levels are tightly regulated to stay within the normoxic zone, with deviations on either side resulting in impaired brain function. Whereas pathological events such as ischemic attacks and brief seizures have previously been shown to result in pO2 levels well below the normoxic zone,
Marshal D. Wolff +3 more
wiley +1 more source