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--- |
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license: mit |
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task_categories: |
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- image-classification |
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language: |
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- en |
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tags: |
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- medical |
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size_categories: |
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- n<1K |
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--- |
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# Dataset Card for Dataset Name |
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<!-- Provide a quick summary of the dataset. --> |
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This dataset card has 3 raw and 3 processed MRIs that are used by the Alzheimer Classifer Demo |
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## Dataset Details |
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### Dataset Description |
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<!-- Provide a longer summary of what this dataset is. --> |
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- **Curated by:** Rootstrap |
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- **License:** MIT |
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### Dataset Sources [optional] |
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<!-- Provide the basic links for the dataset. --> |
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- **Repository:** https://adni.loni.usc.edu/ |
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## Uses |
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<!-- Address questions around how the dataset is intended to be used. --> |
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The dataset is used for the demo |
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### Direct Use |
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<!-- This section describes suitable use cases for the dataset. --> |
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This dataset is intended to use only for the demo |
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### Out-of-Scope Use |
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<!-- This section addresses misuse, malicious use, and uses that the dataset will not work well for. --> |
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This dataset was not used for training the model and can not be used for training a new model as it is very limited. |
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In addition, this MRIs are sensitive, so its use has to be approved by the Alzheimer’s Disease Neuroimaging Initiative (ADNI) |
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## Dataset Structure |
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<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. --> |
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The dataset consist of 3 MRI, one for each classification class. Each of this MRIs can be seen in its raw state and in its processed state. |
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So we have a total of 6 MRIs divided into raw and processed folders each of them consisting of 3 MRIs. |
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## Dataset Creation |
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### Curation Rationale |
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<!-- Motivation for the creation of this dataset. --> |
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This dataset was created for the demo |
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### Source Data |
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<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). --> |
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This MRIs where obtained from the Alzheimer’s Disease Neuroimaging Initiative (ADNI) |
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#### Data Collection and Processing |
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<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. --> |
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For creating the model 1614 MRIs were used. From this original dataset, 1 MRI from each class was gathered. |
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#### Who are the source data producers? |
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<!-- This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. --> |
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This MRIs where created by different researchers which colaborate with the Alzheimer’s Disease Neuroimaging Initiative (ADNI) |
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## Bias, Risks, and Limitations |
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<!-- This section is meant to convey both technical and sociotechnical limitations. --> |
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As we stated before, this dataset is only ment to be used for the demo and cannot be reproduced in any way. |
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### Recommendations |
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<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. --> |
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Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations. |
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## Dataset Card Authors |
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Rootstrap |
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## Dataset Card Contact |
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[email protected] |
