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.
608
datasets available to search
ShareScore release 0.9.0
Dataset results
608 results for “macular edema”
Diabetic Macular Edema VQA Dataset
<p>Medical VQA dataset built from the <a href="https://ieee-dataport.org/open-access/indian-diabetic-retinopathy-image-dataset-idrid">IDRiD</a> and <a href="https://www.adcis.net/en/third-party/e-ophtha/">eOphta</a> datasets. The dataset contains both healthy and unhealthy fundus images. For each image, a set of pre-defined questions is generated, including questions about regions (e.g. are there hard exudates in this region?), for which an associated mask denotes the location of the region.</p> <p>The motivation for this dataset includes the lack of public medical VQA datasets with related questions. In our dataset, questions are related because there is a high-level question about the DME grade of the image, and associated low-level questions that can lead to the answer of the high-level question. This allows to study the consistency of a VQA model i.e. how often the model produces contradictory answers to questions about a given image. Questions about regions are also a novel feature of this dataset.</p> <p>The dataset can be used for general VQA purposes, and also for the more specific purpose of consistency improvement.</p> <p>Number of images : Train: 433 Val: 112 Test: 134</p> <p>Number of QA pairs: Train: 9779 Val: 2380 Test: 1311</p> <p>More details can be found <a href="https://github.com/sergiotasconmorales/consistency_vqa/blob/master/DATA.md">here</a>.</p> <p>If you use this dataset, please make sure you cite <a href="https://arxiv.org/abs/2206.13296">our paper</a>:</p> <p><em>@inproceedings{tascon2022consistency,<br> title={Consistency-Preserving Visual Question Answering in Medical Imaging},<br> author={Tascon-Morales, Sergio and Márquez-Neila, Pablo and Sznitman, Raphael},<br> booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},<br> pages={386--395},<br> year={2022},<br> organization={Springer}<br> }</em></p> <p>Do you need annotations about logical relations? No problem; check out our <a href="https://zenodo.org/record/7777849">DME VQA dataset with logical relations</a>.</p>
Efficacy and Safety of Brolucizumab vs Aflibercept in Patients With Visual Impairment Due to Diabetic Macular Edema
ClinicalTrials.gov study NCT03917472. IPD Sharing: YES. Countries: 5. Publications: 1.
Diabetic Macular Edema VQA Dataset with Logical Relations
<p>Same as <a href="https://zenodo.org/record/6784358">Diabetic Macular Edema VQA Dataset</a>, but logical relations are added between pairs of questions.</p> <p>If you use this dataset, please cite our paper:</p> <pre>@inproceedings{tascon2023logical, title={Logical Implications for Visual Question Answering Consistency}, author={Tascon-Morales, Sergio and M{\'a}rquez-Neila, Pablo and Sznitman, Raphael}, booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition}, pages={6725--6735}, year={2023} }</pre>
Fluocinolone Acetonide Implant Compared to Sham Injection in Patients With Diabetic Macular Edema
ClinicalTrials.gov study NCT00344968. IPD Sharing: Not stated. Countries: 1. Publications: 2.
Clinical Study to Evaluate PRO-169 for Diabetic Macular Edema
ClinicalTrials.gov study NCT05217680. IPD Sharing: NO. Countries: 2. Publications: 2.
A Pilot Study for the Evaluation of Minocycline as a Microglia Inhibitor in the Treatment of Diabetic Macular Edema
ClinicalTrials.gov study NCT01120899. IPD Sharing: Not stated. Countries: 1. Publications: 4.
A Study to Evaluate the Efficacy and Safety of Faricimab in Participants With Macular Edema Secondary to Branch Retinal Vein Occlusion
ClinicalTrials.gov study NCT04740905. IPD Sharing: YES. Countries: 22. Publications: 1.
Transfoveal Micropulse Laser for Center Involving Diabetic Macular Edema
ClinicalTrials.gov study NCT04359771. IPD Sharing: YES. Countries: 1. Publications: 2.
Safety and Efficacy of a New Treatment in Vitrectomized Subjects With Diabetic Macular Edema
ClinicalTrials.gov study NCT00799227. IPD Sharing: Not stated. Countries: 2. Publications: 1.
Safety, Tolerability and Evidence of Activity Study of UBX1325 in Patients With Diabetic Macular Edema (BEHOLD)
ClinicalTrials.gov study NCT04857996. IPD Sharing: NO. Countries: 2. Publications: 1.
A Study to Evaluate the Long-Term Safety and Tolerability of Faricimab in Participants With Diabetic Macular Edema
ClinicalTrials.gov study NCT04432831. IPD Sharing: YES. Countries: 30. Publications: 1.
A Study of Faricimab (RO6867461) in Participants With Center-Involving Diabetic Macular Edema
ClinicalTrials.gov study NCT02699450. IPD Sharing: Not stated. Countries: 1. Publications: 1.
A Study in Patients With Neovascular Age Related Macular Degeneration or Macular Edema Secondary To Retinal Vein Occlusion to Evaluate Usability of the Ranibizumab (Lucentis®) Prefilled Syringe (PFS)
ClinicalTrials.gov study NCT02698566. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Study of Oral Minocycline in Treating Bilateral Cystoid Macular Edema Associated With Retinitis Pigmentosa
ClinicalTrials.gov study NCT02140164. IPD Sharing: NO. Countries: 1. Publications: 4.
A Safety and Efficacy Trial of a Treat and Extend Protocol Using Ranibizumab With and Without Laser Photocoagulation for Diabetic Macular Edema
ClinicalTrials.gov study NCT01934556. IPD Sharing: Not stated. Countries: 1. Publications: 3.
Evaluation of Macugen Treatment of Macular Edema Due to Branch Retinal Vein Occlusion
ClinicalTrials.gov study NCT00406107. IPD Sharing: Not stated. Countries: 1. Publications: 6.
A Retrospective Study of Anti-Vascular Endothelial Growth Factor (VEGF) Injections for Retinal Vein Occlusion or Diabetic Macular Edema
ClinicalTrials.gov study NCT01918371. IPD Sharing: Not stated. Countries: 1. Publications: 1.
Efficacy and Safety of VEGF Trap Eye in Diabetic Macular Edema (DME) With Central Involvement
ClinicalTrials.gov study NCT01783886. IPD Sharing: Not stated. Countries: 4. Publications: 2.
Safety and Efficacy of a New Treatment in Combination With Laser for Diabetic Macular Edema
ClinicalTrials.gov study NCT00464685. IPD Sharing: Not stated. Countries: 2. Publications: 1.
Study of Intravitreal Aflibercept Injection (IAI; EYLEA®; BAY86-5321) in Patients With Diabetic Macular Edema
ClinicalTrials.gov study NCT01363440. IPD Sharing: Not stated. Countries: 1. Publications: 8.
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.