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