TrialMatchLLM / README.md
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metadata
tags:
  - medical
  - 'translational research '
  - healthcare
  - science
  - clinical trials
pipeline_tag: reinforcement-learning
datasets:
  - Amelie-eHealthAI/ExtractPatientDescriptionDataset
  - Elysr/cases_microbiome

🌀 TrialMatchLLM

Harnessing LLM for Eligibility Assessment in Clinical Research

Synthetic Cases Dataset - Microbiome-based therapeutics / by @Elysr

https://trialmatchllm.com/

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Engineering

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DEMO

Input: Patient Description image/png

Extracting patient description and planning searches

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Planning and running eligibility check

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Classified Trials

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Explanations to non-experts

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Break down of AI thoughts and Obervations

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Teach AI to make it perform better for you // Reinforcement Learning

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Teach AI to simplify Trial Eligibility Assessment // Reinforcement Learning

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Annotated Eligiblity Criteria

Participan groups identifications, and inclusion/exclusion image/png

Finetuning

https://colab.research.google.com/drive/1D6OsKMp2zI9b2EWb_dfH-3clEVo7A5QK?usp=sharing#scrollTo=ZYLl8EJmTRL2