Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

3,139

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

3,139 results for “fitting”

Learn how ShareScore rates datasets ↗
zenodo16/100

Dataset related to article "Enhanced Recovery After Pancreatic Surgery Does One Size Really Fit All? A Clinical Score to Predict the Failure of an Enhanced Recovery Protocol After Pancreaticoduodenectomy"

<p>This record contains data related to article &ldquo;Enhanced Recovery After Pancreatic Surgery Does One Size Really Fit All? A Clinical Score to Predict the Failure of an Enhanced Recovery Protocol After Pancreaticoduodenectomy&rdquo;.</p>

restrictedJul 2020View details →
zenodo16/100

Single-trait GWAS for reproductive fitness in Drososphila melanogaster (Sussex LHM)

<p>Code, data, logs, and graphs for GWAS on seperate-sex reproductive fitness in Drosophila melanogaster, Sussex LHM population sample.</p> <p>The shell script, code_drive_basic_gwas.sh, downloads input data files from the internet, drives Plink to select LD-independent SNPs, and then perform a genome-wide association test against female and male fitness, separately. Plink is also used to assign functions and gene names to SNPs. Bash/Unix code is used for formatting/compatibility adjustments, and also to add NCBI-dbSNP IDs to results. The shell script starts an R script that calculates expected p-values and FDR values based-on independent SNPs, plots diagnostic graphs, and outputs data to file. Explanations are provided in the code at each stage. A single R script for installing the packages used is provided. Remember to check software and package versions. See the read-me file for more info.</p> <p>See https://f1000research.com/articles/5-2644/v3 and http://www.sussex.ac.uk/lifesci/morrowlab/</p>

restrictedJun 2017View details →
zenodo16/100

Data from "Trait-fitness associations via fecundity and competition in a two-million-year-long fossil record"

Open the record for dataset details and reuse information.

embargoedcc-by-nc-nd-4.0Mar 2024View details →
zenodo16/100

Optical-to-X-ray SED fits 3/3

<p>The files are named according to the source BAT ID. In each figure, the left panel shows the counts in the optical/UV filters (black points) and the 0.3&ndash;10 keV X-ray spectrum (cyan points). It also shows the fit obtained using the optical/UV disk model including dust extinction (in red) and the X-ray model (in blue), along with the fit residuals (bottom left panel). The right panel shows the best-fit SED model for each source.</p>

restrictedcc-by-4.0Nov 2024View details →
zenodo16/100

Optical-to-X-ray SED fits 2/3

<p>The files are named according to the source BAT ID. In each figure, the left panel shows the counts in the optical/UV filters (black points) and the 0.3&ndash;10 keV X-ray spectrum (cyan points). It also shows the fit obtained using the optical/UV disk model including dust extinction (in red) and the X-ray model (in blue), along with the fit residuals (bottom left panel). The right panel shows the best-fit SED model for each source. The remaining SEDs are available <a href="https://zenodo.org/records/14193570?preview=1&amp;token=eyJhbGciOiJIUzUxMiJ9.eyJpZCI6ImE1ZWFmNDI1LTZkYmEtNGE3NC1iMmI5LWJjMmZmNzhiYzc5NCIsImRhdGEiOnt9LCJyYW5kb20iOiIxOGQ3OTMwNWJhMDhmMTg1MzZiZGQyMGU3NDM2YWExNiJ9.Zh9rVkthVQjcJd-4IXsKFcpWkHblcXwskqI0I2_DIkVnSX9bcEAQ0zwNQNVV3J6VYVATmjHeJSY3n8hcEtNjWA">here</a>.</p>

restrictedcc-by-4.0Nov 2024View details →
zenodo16/100

Dataset related to article "Feasibility and safety of a new dedicated biliary stent for EUS-guided hepaticogastrostomy: The FIT study (with video) "

<p>This record contains raw data related to article &ldquo;Feasibility and safety of a new dedicated biliary stent for EUS-guided hepaticogastrostomy: The FIT study (with video)&quot;</p> <p>Abstract</p> <p><strong>Background and objectives: </strong> EUS-guided biliary drainage (BD) through hepaticogastrostomy (HGS) is an option in case of ERCP failure. Available data suggest that this procedure may be challenging with possible severe adverse events (AEs) mainly due to stent migration. The aim of our pilot study was to prospectively assess the technical and clinical outcomes of EUS-HGS using a new dedicated partially covered self-expandable metal stent with anti-migratory systems.</p> <p><strong>Methods: </strong> This is a single-center prospective study enrolling patients with malignant biliary obstruction undergoing EUS-HGS after failed ERCP, between June 2020 and March 2021. The primary endpoint was the technical success rate. Evaluation of specific stent-related technical features as compared with commonly used self-expandable metal stent, clinical success rate, and procedure-related AEs was also assessed.</p> <p><strong>Results: </strong> Twenty-two patients (15%-68.2%, female; mean age, 66.0 &plusmn; 10.0) were enrolled in the study analysis. Different causes of ERCP failure were infiltration of papilla by neoplastic tissue (4, 18.2%), unreachable papilla for duodenal stricture (9, 40.9%), surgically altered anatomy with Roux-en-Y reconstruction (4, 18.2%), and incomplete BD after transpapillary stent placement (5, 22.7%). Technical success was achieved in all patients, in a mean procedural time of 43.3 &plusmn; 26.8 min. Technical features were graded as high or medium in all cases. The clinical success rate was 91% (20/22, mean follow-up: 10.8 &plusmn; 3.1 months). There were no cases of stent misplacement or stent migration. Three (13.6%) cases of a hepatic abscess requiring percutaneous drainage and systemic antibiotics were reported, with no impact on clinical success and following oncologic treatments. No deaths occurred.</p> <p><strong>Conclusion: </strong> EUS-HGS with a new dedicated stent with anti-migratory systems is feasible and effective, preventing stent migration, and misplacement. Although the persistent procedural challenges, dedicated devices may contribute to outcomes improvement and procedure diffusion</p>

restrictedFeb 2023View details →
ClinicalTrials.gov16/100

HYPGENE-Genetics Fitness Obesity & Risk of Hypertension

ClinicalTrials.gov study NCT00083811. IPD Sharing: Not stated. Countries: 0. Publications: 0.

restrictedIPD-UNDECIDEDFeb 2026View details →
geo16/100

A deep mutational scanning platform to characterize the fitness landscape of anti-CRISPR proteins

GEO Series GSE254101. Escherichia coli DH5[alpha]. 28 samples. Type: Other.

openGEO-OpenMar 2024View details →
geo16/100

DDX41 heterozygosity impairs hematopoietic progenitor cell fitness and cooperates with p53 mutation to drive malignancy [CD71]

GEO Series GSE247403. Mus musculus. 10 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenJun 2024View details →
geo16/100

Integrative transcriptomic and proteomic analyses reveal that NLRX1 and FASTDK5 orchestrate immunometabolic fitness to fuel HIV-1 replication

GEO Series GSE165841. Homo sapiens. 41 samples. Type: Expression profiling by array.

openGEO-OpenJan 2021View details →
geo16/100

Host chaperones can define the fitness of adaptive influenza variants

GEO Series GSE113649. Canis lupus familiaris. 12 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenSep 2018View details →
geo16/100

RNA-seq reveals quorum sensing-dependent activation of genes involved in ecological fitness during Pcb1692 potato-host infection

GEO Series GSE102557. Pectobacterium brasiliense PBR1692. 12 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenSep 2018View details →
geo12/100

Candida albicans sexual regulators control expression of genes important for commensal fitness [RNA-seq]

GEO Series GSE150855. Candida albicans; Mus musculus. 58 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenJun 2020View details →
geo12/100

Glucose PTS modulates pyruvate metabolism, bacterial fitness, and microbial ecology in oral biofilm

GEO Series GSE209672. Streptococcus sanguinis SK36. 6 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenJul 2022View details →
geo12/100

Comparison of gene expression and mutant fitness in Zymomonas mobilis ZM4

GEO Series GSE39466. Zymomonas mobilis subsp. mobilis ZM4 = ATCC 31821. 38 samples. Type: Expression profiling by array.

openGEO-OpenJul 2012View details →
geo12/100

DDX41 heterozygosity impairs hematopoietic progenitor cell fitness and cooperates with p53 mutation to drive malignancy

GEO Series GSE247409. Mus musculus; Homo sapiens. 26 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenJun 2024View details →
geo12/100

Pleiotropic Fitness Effects of the lncRNA Uhg4 in Drosophila melanogaster

GEO Series GSE199865. Drosophila melanogaster. 16 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenApr 2022View details →
geo12/100

DUSP6 ablation restores CAR T fitness impaired by tumor CD58 loss through invigoration of AP-1 signaling

GEO Series GSE292279. Homo sapiens. 12 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenApr 2025View details →
zenodo12/100

Data set from the article Mazzaccaro D, Muzzarelli L, Modafferi A, Nano G. Sizes of endografts for endovascular aortic repair: do few fit most? Ann Ital Chir. 2019;90:287-291. PMID: 31657351.

<p>Data set from the article Mazzaccaro D, Muzzarelli L, Modafferi A, Nano G. Sizes of endografts for endovascular aortic repair: do few fit most? Ann Ital Chir. 2019;90:287-291. PMID: 31657351.</p> <p>&nbsp;</p> <p>This is the abstract</p> <p><strong>Aim: </strong> The endoprostheses for the endovascular aortic repair (EVAR) of abdominal aortic aneurysms (AAA), are currently available in many sizes in reference to the aortic diameters of the proximal neck, but often not all of them are really used. Aim of our work was to review in our experience the most frequent proximal aortic diameters of main bodies that were used, among all those available for EVAR, with respect to the native proximal aortic neck.</p> <p><strong>Methods: </strong> All the sizes of main bodies of the different endografts used for EVAR from 2000 to 2016 were retrospectively counted. For each endograft, we calculated the number of times each size of main bodies&#39; proximal diameter was used. The mean diameter of the proximal aortic neck was also calculated for each group of main bodies.</p> <p><strong>Results: </strong> From 2000 to 2016, 607 patients underwent EVAR for infrarenal AAA. Overall, mean diameter of the proximal aortic neck was 23.4 &plusmn; 0.5 mm (median 23.1 mm, IQR 22.2-23.7 mm). The most frequently used main bodies had a 28 mm, 26 mm and 25 mm proximal diameter (161/607, 26.5%; 147/607, 24.2%; 122/607, 20.1% respectively), for a mean proximal neck diameter of 23.2 &plusmn; 0.5 mm, 22.2 &plusmn; 0.4 mm and 22.1 &plusmn; 0.2 respectively. The least frequently used main bodies had a 21 mm and a 36 mm proximal diameter (3/607 times each, 0.5%), for a mean proximal neck diameter of 18.1 &plusmn; 0.2 mm and 32.4 &plusmn; 0.8 mm respectively.</p> <p><strong>Conclusions: </strong> In our experience, the most frequently used main bodies had a 25, 26 and 28 mm proximal diameters.</p>

restrictedJun 2020View details →
zenodo12/100

Simulation for fringe fit test: MeqSilhoutte fixed delay

<p>A simulated observation of a point source with fixed delay offsets for each individual antenna. The dataset contains 5 minutes of simulated visibilities and is in MS format. </p> <p>The target is a point source at the position of 3C279. The antenna positions are for the VLBA, there are 10 antennae in total. Each has a non-zero, constant delay value implemented in the simulation. The observing frequency is 44GHz divided into 64 channels. </p> <p>This original simulation has an off-by-1 error in the channel handling, which implies that the delay solutions obtained from a fringe fit will result in a 1.5% (1/64) offset compared to the input delays. This makes this dataset an excellent test for future fringe fitters, as they should be able to recover this offset.</p> <p>The input delay values in seconds for each individual antenna are:<br> 1: 5.93E-11<br> 2: 5.03E-11<br> 3: 9.88E-11<br> 4: 1.61E-11<br> 5: 1.51E-11<br> 6: 3.80E-12<br> 7: 0.0<br> 8: 2.12E-11<br> 9: 1.14E-10<br> 10: 7.16E-11<br>  </p>

restrictedNov 2017View details →

ScienceDex guides

Understand access before you commit

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

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.