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--- |
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license: cc-by-nc-nd-4.0 |
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task_categories: |
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- image-segmentation |
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- image-classification |
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tags: |
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- medical |
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- Segmentation |
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- Chest X-Ray |
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- X-ray images |
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- DiCOM |
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- Pathology recognition |
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size_categories: |
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- n<1K |
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--- |
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# Chest Xray with labels - 443 files |
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Dataset comprises **443** files from **150** medical studies, each annotated with **13** data tags and detailed text conclusions by radiologists.Designed for **diagnostic imaging research**, the dataset supports tasks like **detecting pleural effusions**, **evaluating lung tissues**, and **interpreting chest radiographs**. - **[Get the data](https://unidata.pro/datasets/nih-chest-x-ray-dataset/?utm_source=huggingface-med&utm_medium=referral&utm_campaign=chest-x-ray-image-dicom)** |
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## Dataset characteristics: |
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| **Characteristic** | **Data** | |
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|--------------------------|--------------------------------------------------------------------------| |
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| **Description** | Chest X-ray to recognize pathologies | |
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| **Data Types** | DICOM | |
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| **Markup** | Segmentation of pathologies | |
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| **Tasks** | Pathology recognition, computer vision | |
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| **Total Number of Files**| 443 | |
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| **Number of Studies** | 150 | |
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| **Labeling** | `Nodule/mass`, `Dissemination`, `Annular shadows`, `Petrifications`,<br>`Pleural effusion`, `Pneumothorax`, `Rib fractures`,<br>`Healed rib fracture`, `Atelectasis`, `Enlarged mediastinum`,<br>`Hilar enlargement`, `Infiltration/Consolidation`, `Fibrosis` | |
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| **Gender** | Male, Female | |
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| **Age Range** | 25 – 70 years | |
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### 📊 Sample dataset available! For full access, [contact us](https://unidata.pro/datasets/nih-chest-x-ray-dataset/?utm_source=huggingface-med&utm_medium=referral&utm_campaign=chest-x-ray-image-dicom) to discuss purchase terms. |
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## Dataset structure |
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- annotations - annotations files for each studies |
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- dicoms - dicom files |
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- chest_x-ray - metadata for the data |
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### 🧩 Like the dataset but need different data? We can collect a custom dataset just for you - learn more about our data collection services [here](https://unidata.pro/datasets/nih-chest-x-ray-dataset/?utm_source=huggingface-med&utm_medium=referral&utm_campaign=chest-x-ray-image-dicom) |
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## Similar Datasets: |
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1. [Chest CT Segmentation Dataset](https://unidata.pro/datasets/chest-ct/?utm_source=huggingface-med&utm_medium=referral&utm_campaign=chest-x-ray-image-dicom) |
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2. [CT scan chest](https://unidata.pro/datasets/ct-scan-chest/?utm_source=huggingface-med&utm_medium=referral&utm_campaign=chest-x-ray-image-dicom) |
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3. [X-ray of upper-extremity joints](https://unidata.pro/datasets/x-ray-of-upper-extremity-joints/?utm_source=huggingface-med&utm_medium=referral&utm_campaign=chest-x-ray-image-dicom) |
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## 🌐 [UniData](https://unidata.pro/datasets/nih-chest-x-ray-dataset/?utm_source=huggingface-med&utm_medium=referral&utm_campaign=chest-x-ray-image-dicom) - your trusted data partner. Unique, accurate, thoroughly collected and annotated data designed to fuel your AI/ML success. |
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