Our dataset offers **real-world physician prompts and machine responses** tailored for advanced AI training, encompassing diverse data from **France, Spain, Portugal, and Italy**. It features over **160,000 pairs** of insightful prompts and responses in these languages, including an additional **20,000 pairs in English**, all meticulously curated to exclude any personally identifiable information. This dataset is an invaluable asset for developing sophisticated AI applications in **healthcare**, such as **LLMs**, enabling nuanced and contextually aware solutions.

![7_Healthcare Q&amp;A Prompts.jpg](https://prdstrapimediastorage.blob.core.windows.net/prdstrapimediastorage/assets/7_Healthcare_Q_and_A_Prompts_366e4732f0.jpg)

Type

Amount

Field

French, Spanish, Portuguese, Italian, English

Region

## Leverage this dataset to: 

- **Enhance your AI training and take your models to the next level:** With the collaboration of general practitioners across four markets, this dataset offers diverse and representative data, both clinical and non-clinical, accompanied by submitter metadata such as gender, age, region of practice and specialty.

- **Improve Clinical Decision Support:** With this dataset, you can refine your decision-making tools for the healthcare domain. Our dataset contains real-world physician prompts and machine responses, providing you with authentic and relevant insights. With the help of this dataset, you can train your LLM models to better understand the nuances of healthcare language, improving their accuracy and effectiveness in clinical decision support. 



## Use cases

- **Healthcare NLP Research:** With its variety of languages and real-world data, this dataset is perfect for conducting sentiment analysis and developing dialogue systems for the healthcare industry. 

- **Telehealth Development:** Enhance your virtual care platforms with insights drawn from genuine physicians interactions. This dataset is a valuable resource for understanding patient needs and improving virtual care experiences. 
 
- **LLM Training:** Whether you're training healthcare chatbots or support systems, this dataset provides real physican/machine interaction data to improve accuracy and empathy. It's the perfect training tool for building AI models that can effectively communicate with patients. 

## Technical Specifications

- **Type:** Text 
- **Language:** English, French, Spanish, Portuguese, Italian 
- **Quantity:** 46,475,200 Tokens
- **Domain:** Healthcare  
- **Data Type:** Live LLM prompts w/ machine responses 
- **File Format:** .xls 

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## Why Choose Our Dataset?

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### Ethical Data Collection
At Defined.ai, we are committed to ethical data collection practices, ensuring that our datasets are derived from fully consented, transparent processes. Our global, diverse crowdsourcing strategy not only expands the dataset's scope, but also steadfastly maintains standards of privacy and integrity. [Download our Ethical AI Manifesto](https://connect.defined.ai/ethical-ai-manifesto?utm_source=website&amp;utm_medium=menu&amp;utm_campaign=ethical-ai-manifesto).

### Tailored to Your Needs
We understand the uniqueness of every project. That's why we offer customizable dataset solutions to match your specific requirements, from particular object classes to desired languages and formats. Our goal is to deliver data that not only meets but exceeds your project expectations.

### Partnering for Innovation
Selecting Defined.ai as your data partner opens doors to innovation. Our datasets are foundational elements for developing sophisticated AI models across various applications. With us, you gain more than just data; you leverage our expertise and dedication to advancing AI technology.


### License Information

This dataset is covered by our standard [Data license agreement](https://www.defined.ai/data-licence-agreement). The license agreement is perpetual and allows for the commercialization of all models built on the data.


LLM Healthcare Q&A Prompts