The direction
A state-of-the-art dual-engine pipeline requiring consensus between visual neural networks and symptom-based clinical interviews, paired with an ultra-intuitive clinical console.
An advanced dual-engine AI clinical screening console for chest X-rays, integrating intelligent symptom interviews and consensus validation.

A state-of-the-art dual-engine pipeline requiring consensus between visual neural networks and symptom-based clinical interviews, paired with an ultra-intuitive clinical console.
Enhance clinical screening accuracy, reduce waiting times, and provide explainable, multi-perspective AI validation before critical medical decisions.
An advanced dual-engine AI clinical screening console for chest X-rays, integrating intelligent symptom interviews and consensus validation.
The AI models, clinical screening console, and patient consultation workflows are fully designed and showcased below.
A complete walkthrough of the screening journey: scan intake, pre-processing, dual AI classification, symptom dialogue, and verified clinical recommendations.
















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