Demo onlyUploads, training, and predictions are simulated with sample data

BioClassify

Not only for biomarker research—prepare cohorts, train models, and run predictions in one focused workspace.

Built for biomarker research

Focused tools for dataset prep, model training, and prediction—not a cluttered general-purpose console.

  • AI Predictions

    Score biomarker panels with pre-trained and custom classifiers built for research workflows.

  • Model Training

    Train models on your cohort data with guided feature selection and evaluation.

  • Research Analytics

    Explore group comparisons, correlations, and cohort summaries in one place.

  • Medical Focus

    Purpose-built for biomarker research—not a generic ML notebook wrapper.

From cohort to prediction

A simple path for research teams working with structured medical datasets.

  1. 01

    Prepare data

    Upload CSV cohorts, preview biomarkers, and clean missing values before modeling.

  2. 02

    Train & evaluate

    Select features, train classifiers, and review accuracy metrics on hold-out splits.

  3. 03

    Run predictions

    Score new samples with saved or pre-trained models and export results for review.

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© 2026 BioClassify. Research software—not for clinical diagnosis.