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Brain imaging (fMRI, EEG), neural recordings, connectome, cognitive experiments, psychology
1,728 datasets
15 Saudi homicide judgements from Majmuʿat al-Ahkam al-Qadaʾiyya (Vol. 13) form the core of this dataset. Author Bunder Sebail Alshammari created this 61.4 KB text corpus to analyze the linguistic construction of mental illness, responsibility, and evidential stance. The dataset was last updated on 2026-04-13 and is licensed under CC-BY-4.0.
Lukas Oesch collected this data during a 2-choice, freely moving decision-making task. Neural activity was estimated via 1-photon calcium imaging using a miniature, head-mounted microscope. The dataset was last updated on 2026-05-14 and is available as a 123.9 GB ZIP file under a CC-BY-4.0 license.
A study by Maysa Teixeira Resende of Bakke Graduate University demonstrates the use of 1H LF-NMR relaxation time (T2) measurements to track the oxidative aging of Omega-3 PUFA-rich linseed oil. The data likely includes T2 relaxation decay profiles and correlates them with peroxide value, viscosity, self-diffusion, and fatty acid profiles from GC-MS analysis of samples subjected to thermal stress at 25, 40, 60, 80, 100, and 120°C for 168 hours.
De-identified demographic, clinical, and outcome data from the Youth Depression Alleviation - Combined Treatment randomised controlled trial. The dataset includes data from young people aged 15-25 with moderate to severe major depressive disorder, collected at baseline and weeks 4, 8, and 12 during a 12-week treatment period. It was published by MACH HeSANDA and is available for secondary research and meta-analysis.
A neuroimaging dataset from a study applying a multimodal integrative model to associate baseline MR metrics with cognitive performance in persons with HIV. The dataset, created by Xing Qiu and last updated in April 2026, includes features such as volumetric data, cerebral blood flow, cerebrovascular reactivity, and diffusion MRI data from cortical, subcortical, and white matter brain regions. The study tracked longitudinal changes over a 12-week treatment period with combination antiretroviral therapy.
Data Sheet 1_A multimodal imaging–based integrative framework for HIV-associated cognitive impairment and treatment response.pdf is a 256.6 KB PDF file authored by Xing Qiu and last updated on 2026-04 13. The dataset describes a study applying a multimodal integrative model to associate baseline MR neuroimaging metrics with cognitive performance and its change over 12 weeks of combination antiretroviral therapy in persons with HIV.
A 14.9 KB Excel file contains neuroimaging metrics and cognitive scores for persons with HIV (PWH) and healthy controls. The dataset, authored by Giovanni Schifitto and last updated in April 2026, was used to build an integrative model for predicting cognitive changes over a 12-week treatment period. It includes features from volumetric, cerebral blood flow, cerebrovascular reactivity, and diffusion MRI modalities.
A tabular dataset presents results from a multimodal integrative model associating baseline MR neuroimaging metrics with cognitive performance in persons with HIV. The model includes volumetric data, cerebral blood flow, cerebrovascular reactivity, and diffusion MRI from brain regions and was applied over a 12-week treatment period. The dataset was authored by Xing Qiu and last updated on figshare in April 2026.
A 2026 scoping review by Pavithra Pavithra, analyzing 19 articles from databases including CINAHL and MEDLINE. The review examines evidence for using EEG and hyperscanning to evaluate cognitive and social outcomes in adults with intellectual disability, specifically in the context of Cognitive Stimulation Therapy. It identifies a research gap, as no studies currently use EEG to evaluate CST in this population.
A scoping review document analyzing 19 articles on electroencephalography (EEG) and cognitive stimulation therapy (CST) for adults with intellectual disability. The review, authored by Pavithra Pavithra and uploaded to figshare in April 2026, identifies a research gap in using EEG hyperscanning to measure CST outcomes. It follows PRISMA-ScR guidelines and synthesizes evidence from databases like CINAHL and MEDLINE.
19 articles were included in a final review following PRISMA-ScR guidelines. The document is a scoping review examining the potential of EEG hyperscanning as an outcome measure for group-based Cognitive Stimulation Therapy in adults with intellectual disability. Authored by Pavithra Pavithra and published on figshare in April 2026 under a CC-BY-4.0 license.
Pavithra Pavithra's scoping review, published on figshare in April 2026, examines the potential of EEG hyperscanning as an outcome measure for cognitive stimulation therapy in adults with intellectual disability. The review synthesizes evidence from 19 articles, finding no existing studies combining EEG and CST for this population. It identifies a research gap and proposes EEG hyperscanning as a future non-invasive, objective evaluation method.
Open-Omega-Atom-1.5M is a curated collection derived from multiple high-quality datasets, designed to enhance reasoning capabilities in mathematical and scientific domains. The dataset was created by prithivMLmods and was last updated on Hugging Face in May 2026. It is described as a focused subset that maintains quality and diversity of reasoning patterns while providing an efficient size for training and evaluation.
13 in-depth interviews with clinicians from four Dutch juvenile justice institutions explore the role of executive functioning in forensic clinical practice. The study, authored by Sterre L. van Haeringen and published on figshare in 2026, uses thematic analysis to identify four themes on the limited and implicit integration of neuropsychological knowledge. This 671.6 KB document provides insights into challenges and opportunities for translating cognitive science into youth care.
Coin Production in the Low Countries 14th-19th c. (Combined) synthesizes several historical numismatic datasets, including those by Munro/Cauwenberghe, Polak, Vanhoudt, Scheffers, Cuhaj, and De Voogt. The dataset likely contains records of coin production from various political entities, including municipal mints, provinces, and the Dutch Republic. Its scope extends to paper money and covers regions later incorporated into France.
PencilCode Program Traces are anonymized records of student interactions with a programming environment. The dataset is associated with a research paper titled 'Modeling Student Learning with 3.8 Million Program Traces' and is maintained by a team from Stanford, MIT, and the University of Florida. Access requires manual approval from the Pencil Code team.
Functional MRI data from 46 healthy adults performing a modified Rock-Paper-Scissors game and a control task. The dataset includes whole-brain analyses of neural activity and task-modulated functional connectivity in Theory of Mind brain regions. The study was authored by Maya Zheltyakova and uploaded to figshare in April 2026.
200 trials of continuous electroencephalography (EEG) recordings from one healthy, right-handed participant performing a left-hand versus right-hand grasping motor imagery task. This single-session subset was compiled by Onyekachi James from the larger WBCIC-MI dataset for educational purposes and was last updated in April 2026. It contains 59 EEG channels and one stimulus channel recorded at 1000 Hz.
A 5.5 KB dataset examining the associations between different HGI levels and cognitive function in the older population. The dataset was authored by Liang Ge and last updated on May 15, 2026. It is shared under a CC-BY-4.0 license.
A 5.5 KB Excel file summarizing significant spectral effects related to age and stimulus across brain regions. The dataset was authored by Evie A. Malaia and last updated on May 15, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.