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zenodo36/100

"CausalXtract: a flexible pipeline to extract causal effects from live-cell time-lapse imaging data" datasets

<p>Datasets from the article:</p> <p><strong>CausalXtract: a flexible pipeline to extract causal effects from live-cell time-lapse imaging data </strong></p> <p>by Franck Simon, Maria Colomba Comes, Tiziana Tocci, Louise Dupuis, Vincent Cabeli, Nikita Lagrange, Arianna Mencattini, Maria Carla Parrini, Eugenio Martinelli, Herv&eacute; Isambert.</p> <p>&nbsp;</p> <p>The <strong>original videos</strong> are uploaded as: &quot;20161230.zip&quot;, &quot;20170105.rar&quot;, &quot;Video_2017_0517.zip&quot;.</p> <p><strong>Details </strong>for each <strong>experiment </strong>can be found in: &quot;Experiments&#39; details.zip&quot;.</p> <p>The <strong>ROIs </strong>(ROI: Region of Interest) are uploaded as .tif files in: &quot;EXTRACTED ROIs.zip&quot;.</p> <p>The <strong>MATLAB data</strong> is uploaded in &quot;MATLAB_DATA.rar&quot; and includes: the cancer cells&#39; trajectories (subfolder: &quot;TUMOR TRAJECTORIES&quot;), the immune cells&#39; trajectories (subfolder: &quot;IMMUNE TRAJECTORIES&quot;), the ROIs videos as .mat files for the detection of cells (subfolder: &quot;ROI MAT&quot;), the ROIs further cropped for the extraction of shape descriptors (folder: &quot;ROI_TU MAT&quot;). The ROIs videos .mat files included in the last two subfolders are stopped after their apoptosis has been detected.</p>

opencc-by-4.0Sep 2023View details →
dryad36/100

Root litter decomposition is suppressed in species mixtures and in the presence of living roots

<p>Plant species diversity and identity can significantly modify litter decomposition, but the underlying mechanisms remain elusive, particularly for root litter. Here, we aimed to disentangle the mechanisms by which plant species diversity alters root litter decomposition We hypothesised that 1) interactions between species in mixed communities result in litter that decomposes faster than litter produced in monocultures; 2) litter decomposition is accelerated in the presence of living plants, especially when the litter and living plant identities are matched (known as home field advantage).</p> <p>Monocultures and a mixture of four common grassland species were established to obtain individual litter and a 'natural' root litter mixture. An 'artificial' mixed litter was created using litter from monocultures, mixed in the same proportions as the species composition in the natural litter mixtures based on qPCR measurements. These six root litter types were incubated in four monocultures, a four-species mixture, and an unplanted soil.</p> <p>Root decomposition was strongly affected by root litter identity and the presence, but not diversity, of living roots. Mixed-species litter decomposed slower than expected based on the decomposition of single-species litters. In addition, the presence of living roots suppressed decomposition independent of the match between litter and living plant identities. Decomposition was not significantly different between the 'natural' and 'artificial' root litter mixtures, indicating that root-root interactions in species mixtures did not affect root chemical quality.</p> <p>Synthesis: Suppressed decomposition in the presence of living roots indicates that interactions between microbial communities associated with living roots and root litter control root litter decomposition. As we found no support for the importance of home field advantage or interspecific root interactions in modifying decomposition, suppressed decomposition of mixed-species litter seems to be primarily driven by chemical rather than biotic interactions.</p>

opencc-zeroSep 2023View details →
dryad36/100

Phylogenetic classification of living and fossil ray-finned fishes (Actinopterygii)

<p>Classification of the tremendous diversity of ray-finned fishes (Actinopterygii) began with the designation of taxonomic groups based on morphological similarity. Starting in the late 1960s morphological phylogenetics became the basis for the classification of Actinopterygii but failed to resolve many relationships, particularly among lineages within the hyperdiverse Percomorpha. The introduction of molecular phylogenetics led to a dramatic reconfiguration of actinopterygian phylogeny. Refined phylogenetic resolution afforded by molecular studies revealed an uneven diversity among actinopterygian lineages, resulting in a proliferation of redundant group names in Linnean-ranked classifications. Here we provide an unranked phylogenetic classification for actinopterygian fishes based on a summary phylogeny of 830 lineages of ray-finned fishes that includes all currently recognized actinopterygian taxonomic families and 287 fossil taxa. We provide phylogenetic definitions for 90 clade names and review seven previously defined names. For each of the 97 clade names we review the etymology of the clade name, clade species diversity and constituent lineages, clade diagnostic morphological apomorphies, a review of synonyms, and discuss the clade's nomenclatural and systematic history. The new classification is free of redundant group names and includes only one new name among the 97 clade names we review and describe, yielding a comprehensive classification that is based explicitly on the phylogeny of ray-finned fishes that has emerged in the 21st century and rests on the foundation of the previous 200 years of actinopterygian systematic research.</p>

opencc-zeroOct 2023View details →
ClinicalTrials.gov36/100

An Exploration of the Impact of Emicizumab on the Lives of People With Haemophilia and Inhibitors and Their Families

ClinicalTrials.gov study NCT04723693. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov36/100

Chronic-disease Self-management Program in Patients Living With Long-COVID in Puerto Rico

ClinicalTrials.gov study NCT06208696. IPD Sharing: NO. Countries: 1. Publications: 2.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov36/100

Resident-to-Resident Elder Mistreatment Intervention for Dementia Care in Assisted Living

ClinicalTrials.gov study NCT03383289. IPD Sharing: NO. Countries: 1. Publications: 2.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov36/100

Prescribe to Save Lives

ClinicalTrials.gov study NCT03175640. IPD Sharing: YES. Countries: 1. Publications: 1.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov36/100

Assess and Adapt to the Impact of COVID-19 on CVD Self-Management and Prevention Care in Adults Living With HIV

ClinicalTrials.gov study NCT04661813. IPD Sharing: YES. Countries: 1. Publications: 1.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov36/100

Safety and Effectiveness of Live Zoster Vaccine in Anti-Tumor Necrosis Factor (TNF) Users (VERVE Trial)

ClinicalTrials.gov study NCT02538341. IPD Sharing: YES. Countries: 1. Publications: 1.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov36/100

Feasibility and Acceptability of a Substance Use Screening and Brief Intervention for Youth Living With HIV in Kenya

ClinicalTrials.gov study NCT04998045. IPD Sharing: YES. Countries: 1. Publications: 13.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov36/100

Effects of a Package of Evidence-based Interventions and Implementation Strategies Based on WHO PEN for People Living With HIV and Cardio-metabolic Conditions in Lusaka, Zambia

ClinicalTrials.gov study NCT05950919. IPD Sharing: YES. Countries: 1. Publications: 1.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov36/100

Pivotal Study to Evaluate Safety and Immunogenicity of a Live-Attenuated Chikungunya Virus Vaccine Candidate in Adults

ClinicalTrials.gov study NCT04546724. IPD Sharing: NO. Countries: 1. Publications: 2.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov36/100

Children's Healthy Living Community Randomized Trial

ClinicalTrials.gov study NCT01881373. IPD Sharing: YES. Countries: 1. Publications: 28.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov36/100

Project Engage: A Wrist Biosensor-based mHealth Suite to Support Alcohol Intervention in Young People Living With HIV

ClinicalTrials.gov study NCT05431855. IPD Sharing: UNDECIDED. Countries: 1. Publications: 1.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov36/100

Deprescribing Potentially Inappropriate Medications in the Emergency Department for Persons Living With Dementia

ClinicalTrials.gov study NCT06273917. IPD Sharing: NO. Countries: 1. Publications: 20.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov36/100

A Multicenter Study to Evaluate Safety and Immunogenicity of a Live-attenuated Chikungunya Vaccine in Adolescents

ClinicalTrials.gov study NCT04650399. IPD Sharing: UNDECIDED. Countries: 1. Publications: 2.

restrictedIPD-UNDECIDEDFeb 2026View details →
ClinicalTrials.gov36/100

A Patient-facing Tool to Reduce Opioid-Psychotropic Polypharmacy in People Living With Dementia (PLWD)

ClinicalTrials.gov study NCT05628181. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov36/100

Proficiency Based Robotics Training Curriculum: Skill Acquisition & Transferability of Skills to Live Porcine Models

ClinicalTrials.gov study NCT02895347. IPD Sharing: YES. Countries: 1. Publications: 9.

controlledIPD-YESFeb 2026View details →
ClinicalTrials.gov36/100

Youth Power Action Feasibility Study of Online Support Group Intervention Among Adolescents Living With HIV in Nigeria

ClinicalTrials.gov study NCT03076996. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →
ClinicalTrials.gov36/100

Influenza Vaccination Digital Interventions for People Living With Diabetes

ClinicalTrials.gov study NCT03870997. IPD Sharing: NO. Countries: 1. Publications: 1.

closedIPD-NOFeb 2026View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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Your academic CV and NIH biosketch

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