The OCT Images are split into a training set and a testing set of independent patients. Datasets published on Mendeley Data are available through the Datasets API. The images are split into a training set and a testing set of independent patients. Other systems: Mendeley Desktop for macOS Mendeley Desktop for Linux Cell. Datasets in Mendeley Data are viewed and downloaded frequently – on average once per month. Share and discover datasets Mendeley Data is a secure cloud-based repository where you can store your data, ensuring it is easy to share, access and cite, wherever you are. Mendeley Data is a secure cloud-based repository where you can store your data, ensuring it is easy to share, access and cite, wherever you are. Extensive data augmentation techniques with more than 230 convolutional layers were used to train the deep model for CNV, DME, DRUSEN and Normal OCT image classification. Thank you in advance! (2019) Tuttolomondo et al. You can create and edit a private draft dataset, but once published, it becomes a permanent unchanging public record. This dataset contains thousands of validated OCT and Chest X-Ray images described and analyzed in "Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning". Retinal optical coherence tomography (OCT) is an imaging technique used to capture high-resolution cross sections of the retinas of living patients. How to cite this data: Be sure to download the most recent version of this dataset to maintain accuracy. Trish Wilgar October 20, 2020 Did You Know. At Mendeley Data, the open research data repository, we’ve just launched folders to help every dataset author group and logically organise their research data files into folders, in the same way they would organise files on their computer. Browse datasets List of features. Mendeley is supporting the 3 rd edition of the International Workshop on Mining Scientific Publications, which will take place on the 12 th September 2014 in London. This dataset contains thousands of validated OCT and Chest X-Ray images described and analyzed in "Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning". Verify on OCT dataset. A validation set Datasets in this collection have been selected by Elsevier's independent Research Data Management Advisory Board. Mendeley Data Repository is free-to-use and open access. Mendeley Data offers modular research data management and collaboration solutions for your university, offering a range of institutional packages which can be tailored to best suit your research data requirements. This repository of images is made available for use in research only. Your datasets will also be searchable on Mendeley Data Search, which includes nearly 11 million indexed datasets. As of August 2019, Mendeley Careers offered 295k science and technology job opportunities. Mendeley Data offers the option to publish and share your supporting data files, which is often required by journals and funding agencies. Toth "Quantitative Classification of Eyes with and without Intermediate Age-related Macular Degeneration Using Optical Coherence Tomography", It enables you to deposit any research data (including raw and processed data, video, code, software, algorithms, protocols, and methods) associated with your research manuscript. Kermany D, Goldbaum M, Cai W et al. 2018; 172(5):1122-1131. doi:10.1016/j.cell.2018.02.010. You can import your own folder structure, and your data is automatically tagged with subject classifications. In April 2016, Mendeley Data, a platform for sharing citable research datasets online, was promoted out of beta. A collection of datasets published on Mendeley Data that recognize researchers or research groups who make their research data available for additional research and do so in a way that exemplifies the FAIR data principles – Findable, Accessible, Interoperable, Reusable. Mendeley Data Repository is free-to-use and open access. It enables you to deposit any research data (including raw and processed data, video, code, software, algorithms, protocols, and methods) associated with your research manuscript. If you haven’t heard of Mendeley Data before,… To focus on providing the best possible service and experience for the users of these tools, we will simplify Mendeley and retire the following features from December 2020: This dataset contains thousands of validated OCT and Chest X-Ray images described and analyzed in "Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning". Mendeley Data Repository is free-to-use and open access. Your datasets will also be searchable on Mendeley Data Search, which includes nearly 11 million indexed datasets. Unique DOIs and easy-to … Figure 2. For example, I would… Mendeley Data Repository is free-to-use and open access. The images are split into a training set and a testing set of independent patients. A. Dataset Mendeley dataset [23]: It has total 84495 OCT images with 3 diseases and 1 normal class.To train the model 75K of these images were used. Help us to improve Mendeley Data by telling us what we can do better. Mendeley Data Repository is free-to-use and open access. It enables you to deposit any research data (including raw and processed data, video, code, software, algorithms, protocols, and methods) associated with your research manuscript. It enables you to deposit any research data (including raw and processed data, video, code, software, algorithms, protocols, and methods) associated with your research manuscript. Store your data in Mendeley Data. However, there is no clear way to cite the dataset correctly using Mendeley. Download Mendeley Desktop for Windows Windows 7, 8.1 and 10 (Version 1803) See release notes. It enables you to deposit any research data (including raw and processed data, video, code, software, algorithms, protocols, and methods) associated with your research manuscript. The new Mendeley Reference Manager has been built using researchers’ feedback to give you what you need to manage your references even more quickly and effectively. It enables you to deposit any research data (including raw and processed data, video, code, software, algorithms, protocols, and methods) associated with your research manuscript. Figure 2. New Reference Manager Store all your references in one place Upvote. Help us to improve Mendeley Data by telling us what we can do better. http://dx.doi.org/10.1016/j.cell.2018.02.010. Your datasets will also be searchable on Mendeley Data Search, which includes nearly 11 million indexed datasets. Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning. Folgar, E. Yuan, J.A. Mendeley Data Repository is free-to-use and open access. As Zotero lacks an "item type" for datasets, enter the citation in the system as a "Document," depending upon if/how the data producer provides a recommended citation; either: Export an RIS file and import this file into Zotero; Copy and paste the information from a recommended citation into a new Zotero item with the type "Document" , P. ( Creator ), Mendeley Careers offered 295k Science and technology opportunities! And J. Mendeley Data are available through the datasets API great if a folder structure would be applicable for.! Patterns that were obtained from test 5 { 8593514, author= { M. Carpentier. 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