README.md

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language: 
  - en
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# Model Test 

#  Table of Contents

- [Model Test ](#-model_name)
- [Table of Contents](#table-of-contents)
- [1. Model Basic Information](#1-model-basic-information)
- [2. Technical Specifications](#2-technical-specifications)
- [3. Training Details](#3-training-details)
- [4. Model Evaluation](#4-model-evaluation)
- [5. Model Examination](#5-model-examination)


# 1. Model Basic Information

- **Version:** 0
## 1.1. Intended use
- **Treatment site ICD10:** ['C15-C26 Malignant neoplasms of digestive organs']
- **Treatment modality:** More information needed
- **Prescription levels [Gy]:** More information needed
- **Additional information:** More information needed
- **Motivation for development:** More information needed
- **Class:** More information needed
- **Creation date:** 2024-07-03
- **Type of architecture** UNET
## 1.2. Development and deployment
- **Developed by:** Name: More information needed, Instutution: More information needed, Email: More information needed
- **Funded by:** More information needed
- **Shared by:** More information needed
- **License:** More information needed
- **Finetuned from model:** More information needed
- **Related Research Paper(s):** More information needed
- **Related Git Repository:** More information needed

## 1.3. How to Get Started with the Model

Use the code below to get started with the model.
<details>
<summary> Click to expand </summary>

More information needed

</details>

# 2. Technical Specifications
## 2.1. Model architecture
- **Total number of parameters:** 5
- **Input channels:** More information needed
- **Loss function** More information needed
- **Batch size** 1
- **Patch dimension** More information needed
<img width="100%" src="https://cdn-uploads.huggingface.co/production/uploads/65c9dbefd6cbf9dfed67367e/xGGUE5spRY6tar5R4VeKX.png" alt="error while loading image"> 
_Figure 1: Model architecture_ 

- **Libraries/Dependencies:** [&#39;pytorch&#39;]
- **Hardware recommended:** More information needed
- **Inference time for recommended [seconds]** 10

# 3. Training Details
- **Training set size:** 10
- **Validation set size:** 10

Age distribution | Sex distribution
--- | ---
![](age_distribution.png) | ![](sex_distribution.png)



- **Dataset source:** More information needed
- **Acquisition date** from 2024-07-03 to 2024-07-03 
# 4. Model Evaluation

# 5. Model Examination