Datasetpublic

cyrilzakka/clinical-trials-embeddings

Clinical Trials Embeddings Dataset Overview This dataset contains information extracted from clinical trial records collected from ClinicalTrials.gov (Date Accessed: 05/02/2025) along with briefSummary columns embeddings generated using minishlab/potion-base-8M. It focuses on key descriptive fields that provide insight into trial objectives, eligibility criteria, and study design. The dataset is designed for researchers, healthcare professionals, and AI/ML… See the full description on the dataset page: https://huggingface.co/datasets/cyrilzakka/clinical-trials-embeddings.

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face

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Dataset Card

Clinical Trials Embeddings Dataset

Overview

This dataset contains information extracted from clinical trial records collected from ClinicalTrials.gov (Date Accessed: 05/02/2025) along with briefSummary columns embeddings generated using minishlab/potion-base-8M. It focuses on key descriptive fields that provide insight into trial objectives, eligibility criteria, and study design. The dataset is designed for researchers, healthcare professionals, and AI/ML practitioners interested in analyzing clinical trial data, understanding treatment development, or building tools to assist in clinical trial matching.

Dataset Structure

Each record in the dataset represents a single clinical trial and contains the following key fields:

—nctId: The unique identifier for the clinical trial as registered on ClinicalTrials.gov
—briefTitle: A short title of the study
—briefSummary: A concise summary of the trial's purpose and objectives
—detailedDescription: An extended description of the trial, including methodology and other details
—eligibilityCriteria: Specifications for who can and cannot participate in the trial
—embedding: Embeddings for the briefSummary column