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.
136
datasets available to search
ShareScore release 0.9.0
Dataset results
136 results for “Diffusion models”
Precise measurements of chromatin diffusion dynamics by modeling using Gaussian processes (T1T2 Anchor)
<p>Microscopy movies corresponding to T1-T2 anchor cell lines of publication (add DOI when available).</p>
Precise measurements of chromatin diffusion dynamics by modeling using Gaussian processes (T2T3 Anchor)
<p>Microscopy movies corresponding to T2-T3 anchor cell lines of publication (add DOI when available).</p>
Martingale Diffusion Models -- Checkpoints
<p>Pre-trained models for the paper Martingale Diffusion.</p>
Unsafe Diffusion: On the Generation of Unsafe Images and Hateful Memes From Text-To-Image Models
<h2>[Update] Looking for a larger unsafe image dataset? We publish a new dataset named UnsafeBench on Hugging Face. Take a look at <a href="https://huggingface.co/datasets/yiting/UnsafeBench">here</a>!</h2> <p>This dataset used in the paper <a href="https://arxiv.org/pdf/2305.13873.pdf">https://arxiv.org/pdf/2305.13873.pdf</a> contains four prompt sets and one image set.</p> <p>The four prompt sets were used to query Text-to-Image models and generate images for safety assessment. These sets include three harmful prompt sets and one harmless prompt set. The harmful prompts originate from different sources and contain various unsafe concepts, such as sexually explicit, violent, disturbing, hateful, and political content.</p> <p><strong>Prompt Sets</strong>:</p> <ul> <li>4chan Prompts: Harmful</li> <li>Lexica Prompts: Harmful</li> <li>Template Prompts: Harmful</li> <li>COCO Prompts: Harmless</li> </ul> <p><strong>Image Dataset</strong>:</p> <p>This dataset consists of 800 images, which were randomly selected from all the generated images from Text-to-Image models.</p> <ul> <li>Safe: 580 images</li> <li>Sexually Explicit: 48 images</li> <li>Violent: 45 images</li> <li>Disturbing: 68 images</li> <li>Hateful: 35 images</li> <li>Political: 50 images</li> </ul>
Realistic in Generation of HEp-2 Cell Images Using Latent Diffusion Models: a Multi-center Visual Turing Test
ClinicalTrials.gov study NCT06542783. IPD Sharing: NO. Countries: 0. Publications: 6.
Bayesian inference of tree species using diffusion models: tabulated posterior statistics for SNAPP and SNAPPER analyses
Open the record for dataset details and reuse information.
Data from: A prediction model of compressor with variable geometry diffuser based on elliptic equation and Partial Least Squares
Open the record for dataset details and reuse information.
Efficacy of BET protein proteolysis targeted chimera-based combinations against novel patient-derived models of Richter Transformation-Diffuse Large B-Cell Lymphoma [RNA-Seq]
GEO Series GSE154462. Homo sapiens. 27 samples. Type: Expression profiling by high throughput sequencing.
Primary murine high-grade glioma cells derived from RCAS/tv-a diffuse glioma model reprogram naïve T cells into immunosuppressive regulatory T lymphocytes.
GEO Series GSE274163. Mus musculus. 8 samples. Type: Expression profiling by high throughput sequencing.
Transcriptional profiling of diffuse large B-cell lymphoma mouse models
GEO Series GSE197693. Mus musculus. 10 samples. Type: Expression profiling by high throughput sequencing.
The oncolytic adenovirus Delta-24-RGD in combination with ONC201 induces a potent antitumor response in pediatric high-grade and diffuse midline glioma models
GEO Series GSE255972. Mus musculus; Homo sapiens. 64 samples. Type: Expression profiling by high throughput sequencing.
The oncolytic adenovirus Delta-24-RGD in combination with ONC201 induces a potent antitumor response in pediatric high-grade and diffuse midline glioma models [RNA-seqII]
GEO Series GSE255971. Mus musculus. 12 samples. Type: Expression profiling by high throughput sequencing.
Characterizing Influence of rCHOP Treatment on Diffuse Large B-Cell Lymphoma Microenvironment through In Vitro Microfluidic Spheroid Model
GEO Series GSE240989. Homo sapiens. 4 samples. Type: Expression profiling by high throughput sequencing.
Synergistic Tumor Suppressor Activity of E-cadherin and p53 in a Conditional Mouse Model for Diffuse-Type Gastric Cancer
GEO Series GSE25302. Mus musculus. 3 samples. Type: Expression profiling by array.
Data from: Diffusion tensor imaging in patients with glioblastoma multiforme using the supertoroidal model
Purpose: Diffusion Tensor Imaging (DTI) is a powerful imaging technique that has led to improvements in the diagnosis and prognosis of cerebral lesions and neurosurgical guidance for tumor resection. Traditional tensor modeling, however, has difficulties in differentiating tumor-infiltrated regions and peritumoral edema. Here, we describe the supertoroidal model, which incorporates an increase in surface genus and a continuum of toroidal shapes to improve upon the characterization of Glioblastoma multiforme (GBM). Materials and Methods: DTI brain datasets of 18 individuals with GBM and 18 normal subjects were acquired using a 3T scanner. A supertoroidal model of the diffusion tensor and two new diffusion tensor invariants, one to evaluate diffusivity, the toroidal volume (TV), and one to evaluate anisotropy, the toroidal curvature (TC), were applied and evaluated in the characterization of GBM brain tumors. TV and TC were compared with the mean diffusivity (MD) and fractional anisotropy (FA) indices inside the tumor, surrounding edema, as well as contralateral to the lesions, in the white matter (WM) and gray matter (GM). Results: The supertoroidal model enhanced the borders between tumors and surrounding structures, refined the boundaries between WM and GM, and revealed the heterogeneity inherent to tumor-infiltrated tissue. Both MD and TV demonstrated high intensities in the tumor, with lower values in the surrounding edema, which in turn were higher than those of unaffected brain parenchyma. Both TC and FA were effective in revealing the structural degradation of WM tracts. Conclusions: Our findings indicate that the supertoroidal model enables effective tensor visualization as well as quantitative scalar maps that improve the understanding of the underlying tissue structure properties. Hence, this approach has the potential to enhance diagnosis, preoperative planning, and intraoperative image guidance during surgical management of brain lesions.
Development and Validation Phase of Diffusion Tensor Imaging and Arterial Spin Labelling at 3 Tesla Using a Long-term Effort Model Applicable to Skeletal Muscle Characterization.
ClinicalTrials.gov study NCT02018718. IPD Sharing: Not stated. Countries: 1. Publications: 0.
A Novel Prognostic Model of NPI for Risk-Predicting and Clinical Decision-making in Diffuse Large B-Cell Lymphoma in the Rituximab Era
ClinicalTrials.gov study NCT04624971. IPD Sharing: Not stated. Countries: 1. Publications: 0.
Data from: Diffusion tensor imaging in patients with glioblastoma multiforme using the supertoroidal model
Open the record for dataset details and reuse information.
Ethanol increases diffuse amyloid plaque load and impairs memory in the 5xFAD mouse model of Alzheimer’s disease
GEO Series GSE301393. Mus musculus. 8 samples. Type: Expression profiling by high throughput sequencing.
Generation of diffuse intrinsic pontine glioma mouse models by brainstem targeted in utero electroporation
GEO Series GSE128807. Mus musculus. 16 samples. Type: Expression profiling by high throughput sequencing.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research 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.
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.
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.
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.
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.