Datasets:
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README.md
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# Dataset Card for "Medical" Healthcare QnA Datasets (WebMD, HealthForum, I-Clinic)
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## Dataset Details
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The "Medical" dataset is a collection of three distinct but related datasets—WebMD QnA, HealthForum QnA, and I-Clinic QnA. Each dataset contains healthcare-related questions and answers and is aimed at serving various applications such as NLP research, chatbot development, and healthcare informatics.
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- **Curated by:** Bronx2Helsinki AI
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- **Funded by Bronx2Helsinki AI
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- **Shared by Bronx2Helsinki
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- **Language(s) (NLP):** English
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- **License:** Open Source
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### Dataset Sources [optional]
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Web MD, I-Clinic, HealthForum
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## Uses
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### Direct Use
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- Natural Language Processing tasks related to healthcare
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- Building healthcare-related question-answering systems
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- Information retrieval for healthcare resources
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- Preliminary medical consultation services
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### Out-of-Scope Use
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- Replacing certified medical advice
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- Any form of diagnostic or treatment recommendation
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## Dataset Structure
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The datasets consist of questions and answers in a text-based format, collected from WebMD, HealthForum, and I-Clinic platforms. Each row contains a dialogue between a user asking a question and the corresponding answer.
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## Dataset Creation
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### Curation Rationale
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The datasets were curated to provide a comprehensive set of healthcare-related questions and answers for research and application development.
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### Source Data
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#### Data Collection and Processing
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Data were collected from publicly accessible Q&A sections of WebMD, HealthForum, and I-Clinic websites. No additional cleaning or processing has been performed.
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The data are produced by the users of WebMD, HealthForum, and I-Clinic platforms. The identities of these users are not disclosed in the dataset.
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### Annotations [optional]
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The datasets do not contain any additional annotations.
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#### Personal and Sensitive Information
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The datasets do not contain any personal or sensitive information.
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## Bias, Risks, and Limitations
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The datasets should not replace professional medical advice and are not exhaustive in terms of healthcare topics.
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### Recommendations
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Users should be made aware of the risks, biases, and limitations of the dataset. Any application using this data should include a disclaimer emphasizing that the information provided is not a substitute for professional medical advice, diagnosis, or treatment.
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## Glossary [optional]
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- QnA: Question and Answer
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- NLP: Natural Language Processing
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## Dataset Card Authors
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Troy L. Woodson
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Bronx2Helsinki AI
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tags:
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- healthcare
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- qna
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- nlp
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- english
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- Bronx2Helsinki AI
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license: other
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language:
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- en
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pretty_name: Bronx2Helsinki ML Datasets
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---
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# Dataset Card for "Medical" Healthcare QnA Datasets (WebMD, HealthForum, I-Clinic)
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## Dataset Details
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The "Medical" dataset is a collection of three distinct but related datasets—WebMD QnA, HealthForum QnA, and I-Clinic QnA. Each dataset contains healthcare-related questions and answers and is aimed at serving various applications such as NLP research, chatbot development, and healthcare informatics.
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- **Curated by:** Bronx2Helsinki AI
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- **Funded by:** Bronx2Helsinki AI
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- **Shared by:** Bronx2Helsinki
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- **Language(s) (NLP):** English
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- **License:** Open Source
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### Dataset Sources [optional]
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Web MD, I-Clinic, HealthForum
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