Guideline Summarizer for Asthma & Breast Cancer

**Guideline Summarizer for Asthma & Breast Cancer:**

Developed to address the specific needs of healthcare professionals and medical researchers, the Guideline Summarizer model offers an efficient way to navigate through the extensive clinical guidelines associated with Asthma and Breast Cancer. This model is fine-tuned to not only parse the intricate details of these guidelines but also to organize the content into four distinct, easily navigable sections: Overview, Causes, Symptoms, and Treatments.

The training process was done using a corpus of clinical guidelines pertaining specifically to Asthma and Breast Cancer, allowing the model to develop a nuanced understanding of these areas. The resulting summaries are not only accurate but also tailored to the unique requirements of medical practitioners and patients seeking information about these conditions.

This model is ideal for healthcare providers, medical educators, and patients seeking structured information. By providing structured and succinct summaries of complex guidelines, it enhances understanding and facilitates better patient care and education.

**Key Features:**
- Specific Focus: Tailored for Asthma and Breast Cancer clinical guidelines.
- Structured Summarization: Categorizes content into Overview, Causes, Symptoms, and Treatments.
- Context Length: Efficiently processes texts up to 768 tokens.
- User-Friendly Summaries: Designed for easy understanding and quick reference.

**Additional Model Information**
- [Industry Use-Case Demo](https://demo.johnsnowlabs.com/healthcare/MEDICAL_SUMMARIZATION_GUIDELINES/)
- [Full model info on John Snow Labs Models Hub](https://nlp.johnsnowlabs.com/2023/06/22/summarizer_clinical_guidelines_large_pipeline_en.html)
- **Domain:** Clinical Text Analysis
- **Subdomain:** Summarization
- **Deployment Identifier:** 18. Guideline Summarizer for Asthma & Breast Cancer

**How to run this model:**
1. Acquire a John Snow Labs Pay As You Go (PAYG) license from [John Snow Labs](https://my.johnsnowlabs.com/).
2. Import this listing
3. Use the attached notebook to deploy the model with **18. Guideline Summarizer for Asthma & Breast Cancer** as the model parameter. **Do not use the Open button on this page which appears after importing this listing. It will fail to deploy a model and does not work yet, you must use the attached notebook.**

This model comes with optimized CPU and GPU builds. You can select which one to deploy via the notebook.

**How to obtain a PAYG license for John Snow Labs models:**

1. Access [my.JohnSnowLabs.com](https://my.johnsnowlabs.com/) and log in to your account. If you don't have an account, create one. 
2. Go to the Get License page. 
3. Switch to the PAYG Subscription tab and provide your credit card details. 
4. Carefully review the End User License Agreement and the Terms and Conditions documents. If you agree, click on the Create Subscription button. 
5. Once the process is complete, you will find your PAY-As-You-Go license listed on the My Subscriptions page. 
6. Visit the My Subscriptions page and copy the PAYG license key by clicking on the copy icon in the License Key column.
7. Go to your Databricks notebook and paste your JSL-license into the JSL-License field in the top of the notebook. You are now ready to go!