Screening Models

Explore Screening Models

A collection of AI-based screening models developed and integrated as part of an academic practical training project.

Oral Cancer (OSCC) Survival & Screening

Primary Model

Active model: SurvBoost parametric gradient boosting for two-year survival probability and SHAP explainability.

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Skin Lesion Analysis

Planned

A planned exploration of AI-assisted analysis of dermatological images.

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Retinal Image Analysis

Planned

A planned exploration of AI-assisted analysis of retinal images.

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Chest X-ray Analysis

Planned

A planned exploration of AI-assisted analysis of chest radiographs.

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Model entries marked “Planned” describe areas of exploration that have not been implemented yet. All screening tools shown are research prototypes for educational purposes and are not a substitute for professional medical diagnosis.