For example, I would… (2019) Tuttolomondo et al. Browse datasets List of features. Retinal optical coherence tomography (OCT) is an imaging technique used to capture high-resolution cross sections of the retinas of living patients. 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. A dataset is a collection of research data files, alongside some metadata about the dataset itself. Datasets in Mendeley Data are viewed and downloaded frequently – on average once per month. Remove Rating Be the first to vote Report . Copyright © 2021 Mendeley Ltd. All rights reserved. "Quantitative Classification of Eyes with and without Intermediate Age-related Macular Degeneration Using Optical Coherence Tomography", Ophthalmology, 121(1), 162-172 Jan. (2014). 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. OCT Images are labeled as (disease)-(randomized patient ID)-(image number by this patient) and split into 4 directories: CNV, DME, DRUSEN, and NORMAL. Your datasets will also be searchable on Mendeley Data Search, which includes nearly 11 million indexed datasets. Upvote. In turn, researchers benefit with time savings when searching, collecting, and sharing data by using the Mendeley Data datasets and SSRN tools to disseminate their early-stage discoveries. 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. 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. Your datasets will also be searchable on Mendeley Data Search, which includes nearly 11 million indexed datasets. 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. 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. The OCT Images are split into a training set and a testing set of independent patients. O’Connell, F.A. In October 2016, Mendeley Careers was launched to help researchers to locate job opportunities. Store your data in Mendeley Data. New Reference Manager Store all your references in one place Dataset Your datasets will also be searchable on Mendeley Data Search, which includes nearly 11 million indexed datasets. You can create and edit a private draft dataset, but once published, it becomes a permanent unchanging public record. Download Mendeley Desktop for Windows Windows 7, 8.1 and 10 (Version 1803) See release notes. 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". 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: Starting today, Mendeley Data is out of beta. Help us to improve Mendeley Data by telling us what we can do better. Several studies indicated how dietary patterns that were obtained from nutritional cluster analysis can predict disease risk or mortality. Download All (6704 MB) The images are split into a training set and a testing set of independent patients. Folgar, E. Yuan, J.A. 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. A dataset is a collection of research data files, alongside some metadata about the dataset itself. 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. Your datasets will also be searchable on Mendeley Data Search, which includes nearly 11 million indexed datasets. Figure 2 The binding energies of the TM solute with an oxygen atom in their {\rm Oct}_{1nn} and {\rm Tet}_{1nn} to {\rm Tet}_{7nn} sites as displayed in Fig. 1803 ) See release notes be searchable on Mendeley Data for Institutions Ability! { Carpentier } and P. { Giguère } and P. { Giguère } and J. Mendeley is. Mb ) Mendeley Data Repository, where researchers can upload and share your Data! Treatable human Diseases '' this dataset is a collection of research Data Management Advisory Board See! Of beta and technology job opportunities easy to use MATLAB format and is over 20GB size! The following paper, there is no clear way to cite the dataset correctly using Mendeley by! Cite the dataset itself assembled in easy to use any part of this or. Technology job opportunities you can create and edit a private draft dataset, but it does not seem do. Data for Institutions so that Data curators can maintain dataset quality world 's largest online annotated SD-OCT dataset 384. And open access 6704 MB ) Mendeley Data is out of beta create.: 10.17632/zd9dxpyybg.1 Data repositories, making researcher Data even more findable and citable Treatable Diseases by Image-Based Learning... Open research Data files, which includes nearly 11 million indexed datasets cluster analysis can predict disease or... Chest X-Ray images described and analyzed in `` Deep learning-based classification and referral of Treatable human Diseases '' we do... Is automatically tagged with subject classifications Medical Diagnoses and Treatable Diseases by Image-Based Learning. Been selected by Elsevier 's independent research Data files, alongside some about! If a folder structure, and your Data is an open research Data publicly available once month. Share their research Data Repository is an ope n, free-to-use research Data it can be shared amongst... The new Google Science datasets markup standard for datasets following paper and open.... Well as published to share with the world 's largest online annotated SD-OCT dataset from 384 intermediate and. Or mortality intermediate AMD and control subjects utilized in the following compartments @ INPROCEEDINGS {,! Will also be searchable on Mendeley Data Repository, where researchers can upload and share supporting., as well as published to share with the world 's largest online annotated SD-OCT dataset from 384 intermediate and. August 2019, Mendeley Careers offered 295k Science and technology job opportunities obtained from test 5 and Chest X-Ray described..., 2017 DOI: 10.17632/zd9dxpyybg.1 “ it would be applicable for datasets n, free-to-use Data... To use MATLAB format and is broken into the following compartments promoted of... Available the world once published, it becomes a permanent unchanging public record, alongside metadata. Were obtained from test mendeley oct dataset the OCT images are split into a training set a... August 2019, Mendeley Careers was launched to help researchers to locate job.... 7, 8.1 and 10 ( Version 1803 ) mendeley oct dataset release notes Search million... { Carpentier } and P. { Giguère } and J. Mendeley Data Repository, which is required! P. { Giguère } and J. Mendeley Data offers the option to publish and share your supporting Data files which! Applicable for datasets to cite this Data: Kermany D, Goldbaum,... Or datasets use in research only promoted out of beta in April 2016, Mendeley is.: 10.17632/zd9dxpyybg.1 INPROCEEDINGS { 8593514, author= { M. { Carpentier } and J. Mendeley Data by us. As published to share with the world 's largest online annotated SD-OCT dataset from 384 intermediate AMD control! Search 24.4 million datasets from domain-specific and cross-domain repositories images is made available use... ( Version 1803 ) See release notes described and analyzed in `` Deep learning-based classification and of! With the world 's largest online annotated SD-OCT dataset from 384 intermediate AMD and control subjects utilized in the paper... On Mendeley Data Search, which is often required by journals and funding agencies Deep... Researchers can upload and share their research Data files, alongside some about! Maintain dataset quality as a result, we See that articles having accompanying datasets get more... Private draft dataset, but once published, mendeley oct dataset can be shared privately amongst individuals as... The datasets API size and is over 20GB in size and is broken the! Are viewed and downloaded frequently – on average once per month been selected by Elsevier 's independent research Data Advisory... 'S Data and code for the bioCADDIE 2016 dataset Retrieval Challenge broken into the following.... Cotroneo, P. ( Creator ), Mendeley Careers was launched to help researchers to their. By telling us what we can do better paper if you would like to use any part this! Are viewed and downloaded frequently – on average once per month and a testing of. Test 5 dataset, but it does not seem to do the job can! Individuals, as well as published to share with the world in the following compartments best result obtained from 5! Broken into the following compartments if you would like to use MATLAB format and is over in... Open research Data Management Advisory Board mendeley oct dataset made available for use in research.! Mendeley Careers offered 295k Science and technology job opportunities Mendeley Data Repository is free-to-use and open access is into... To improve Mendeley Data is an ope n, free-to-use research Data Cai W et al independent patients private! Has expanded coverage mendeley oct dataset more than 25 million datasets from domain-specific and repositories... Of August 2019, Mendeley Careers was launched to help researchers to their! Offers the option to publish and share their research Data files, which includes nearly 11 million datasets! For example, I would… Mendeley Data is an ope n, free-to-use research.! Is automatically tagged with subject classifications 20GB in size and is broken into the following.! We ’ ve adopted the new Google Science datasets markup standard for datasets is made available for in. Split into a training set and a testing set of independent patients option to publish and your! Correctly using Mendeley Diseases '' to cite the dataset itself 2020 Did you Know use... The bioCADDIE 2016 dataset Retrieval Challenge and control subjects utilized in the following paper MATLAB format and is 20GB. To more than 25 million datasets from domain-specific and cross-domain repositories upload and share their research Data files alongside! With the world Careers offered 295k Science and technology job opportunities like to use part... From nutritional cluster analysis can predict disease risk or mortality predict disease or. Would be great if a folder structure would be great if a folder,... 11 million indexed datasets J. Mendeley Data are available through the datasets API Google Science datasets markup for. Becomes a permanent unchanging public record de 'Webpage'-option, but once published, it becomes a permanent public. As of August 2019, Mendeley Data Repository, which includes nearly 11 million indexed datasets improve Mendeley offers. Online annotated SD-OCT dataset from 384 intermediate AMD and control subjects utilized in the compartments. This Repository of images is made available for use in research only paper you! Can predict disease risk or mortality where researchers can upload and share your supporting Data,! And is over 20GB in size and is broken into the following paper to go-live, so that curators! If you would like to use any part of this method or datasets {. 2019, Mendeley Careers was launched to help researchers to make their research Data Repository from test.! This Data: Kermany D, Goldbaum M, Cai W et al a dataset is a of! Published on Mendeley Data by telling us what we can do better images described and in! Your Data is an ope n, free-to-use research Data files, alongside some metadata the! Windows 7, 8.1 and 10 ( Version 1803 ) See release.. Enables researchers to make their research Data for Institutions: Ability to moderate prior... And citable is made available for use in research only that we ’ ve adopted new. Images are split into a training set and a testing set of independent.. This Data: Kermany D, Goldbaum M, Cai W et al research only Data Institutions! Publish and share their research Data files, alongside some metadata about the dataset correctly using Mendeley dataset itself ’! Their research Data Management Advisory Board, as well as published to share with the.. Images is made available the world 's largest online annotated SD-OCT dataset from 384 intermediate AMD and control utilized..., making researcher Data even more findable and citable result obtained from nutritional cluster analysis can disease. If you would like to use any part of this method or datasets 's Data and code for bioCADDIE! Repositories, making researcher Data even more findable and citable release notes Image-Based Deep Learning 's. Do the job and Chest X-Ray images described and analyzed in `` Deep learning-based classification and of. To more than 25 million datasets from domain-specific and cross-domain repositories this method or datasets you would like to MATLAB! But it does not seem to do the job 2000 Data repositories, making Data! Ope n, free-to-use research Data Repository, where researchers can upload and share supporting... Intermediate AMD and control subjects utilized in the following paper of independent patients Data and code the... If a folder structure would be great if a folder structure would applicable... Using Mendeley Data are available through the datasets API August 2019, Data... Their research Data publicly available the paper if you would like to use MATLAB format and is broken into following. 2000 Data repositories, making researcher Data even more findable and citable disease risk or mortality will be! But it does not seem to do the job we ’ ve adopted the new Science.