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# {{ model_name }} |
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# Table of Contents |
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- [{{ model_name }}](#-model_name) |
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- [Table of Contents](#table-of-contents) |
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- [1. Model Basic Information](#1-model-basic-information) |
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- [2. Technical Specifications](#2-technical-specifications) |
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- [3. Training Details](#3-training-details) |
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- [4. Model Evaluation](#4-model-evaluation) |
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- [5. Model Examination](#5-model-examination) |
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# 1. Model Basic Information |
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- **Version:** {{ version | default("0")}} |
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## 1.1. Intended use |
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- **Treatment site ICD10:** {{ icd10 | default("More information needed", true) }} |
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- **Treatment modality:** {{ treatment_modality | default("More information needed", true) }} |
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- **Prescription levels [Gy]:** {{ prescription_levels | default("More information needed", true)}} |
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- **Additional information:** {{ additional_information | default("More information needed", true)}} |
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- **Motivation for development:** {{ motivation | default("More information needed", true)}} |
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- **Class:** {{ model_class | default("More information needed", true)}} |
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- **Creation date:** {{ creation_date | default("More information needed", true)}} |
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- **Type of architecture** {{ architecture | default("More information needed", true)}} |
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## 1.2. Development and deployment |
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- **Developed by:** Name: {{ dev_name | default("More information needed", true)}}, Instutution: {{dev_institution | default("More information needed", true)}}, Email: {{ dev_email | default("More information needed", true)}} |
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- **Funded by:** {{ funded_by | default("More information needed", true)}} |
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- **Shared by:** {{ shared_by | default("More information needed", true)}} |
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- **License:** {{ license | default("More information needed", true)}} |
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- **Finetuned from model:** {{ finetuned_by | default("More information needed", true)}} |
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- **Related Research Paper(s):** {{ research_paper | default("More information needed", true)}} |
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- **Related Git Repository:** {{ git_repo | default("More information needed", true)}} |
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## 1.3. How to Get Started with the Model |
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Use the code below to get started with the model. |
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<details> |
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<summary> Click to expand </summary> |
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{{ get_started_code | default("More information needed", true)}} |
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</details> |
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# 2. Technical Specifications |
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## 2.1. Model architecture |
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- **Total number of parameters:** {{ nb_parameters | default("More information needed", true)}} |
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- **Input channels:** {{ input_channels | default("More information needed", true)}} |
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- **Loss function** {{ loss_function | default("More information needed", true)}} |
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- **Batch size** {{ batch_size | default("More information needed", true)}} |
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- **Patch dimension** {{ patch_dimension | default("More information needed", true)}} |
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<img width="100%" src="https://cdn-uploads.huggingface.co/production/uploads/65c9dbefd6cbf9dfed67367e/xGGUE5spRY6tar5R4VeKX.png" alt="error while loading image"> |
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_Figure 1: Model architecture_ |
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- **Libraries/Dependencies:** {{ libraries | default("More information needed", true)}} |
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- **Hardware recommended:** {{ hardware | default("More information needed", true)}} |
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- **Inference time for recommended [seconds]** {{ inference_time | default("More information needed", true)}} |
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# 3. Training Details |
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- **Training set size:** {{ training_set_size | default("More information needed", true)}} |
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- **Validation set size:** {{ validation_set_size | default("More information needed", true)}} |
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Age distribution | Sex distribution |
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--- | --- |
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- **Dataset source:** {{ dataset_source | default("More information needed", true)}} |
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- **Acquisition date** from {{ acquisition_from | default("More information needed", true)}} to {{ acquisition_to | default("More information needed", true)}} |
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# 4. Model Evaluation |
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# 5. Model Examination |
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