Synthetic Medical Report Generation using ML
Budget: ₹400 – ₹750 INR
I have a set of health care ML code where topic-wise modeling has already been performed. I need an expert to write code for a generator and a discriminator, with the aim of generating synthetic medical reports. This will require the creation of a generator capable of producing realistic text data and a discriminator to assess the authenticity of the generated data.
Key Responsibilities:
- Implement a generator to produce synthetic medical reports.
- Develop a discriminator to validate the generated reports.
- Enhance existing ML code to incorporate these components.
Ideal Skills:
- Proficiency in machine learning and coding.
- Previous experience with generating synthetic data.
- Familiarity with healthcare or medical-related ML projects.
Ultimately, the goal is to improve model accuracy through the generation of synthetic text data that mimics real medical reports. Please only apply if you have relevant experience and can deliver high-quality work.
Key Responsibilities:
- Implement a generator to produce synthetic medical reports.
- Develop a discriminator to validate the generated reports.
- Enhance existing ML code to incorporate these components.
Ideal Skills:
- Proficiency in machine learning and coding.
- Previous experience with generating synthetic data.
- Familiarity with healthcare or medical-related ML projects.
Ultimately, the goal is to improve model accuracy through the generation of synthetic text data that mimics real medical reports. Please only apply if you have relevant experience and can deliver high-quality work.