Pathology Portal

Emerging trends and future technical directions in computational pathology

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John Weldon, Director of Clinical AI at Deciphex, New York, discusses how computational pathology is moving beyond single-modality analysis toward multimodal and conversational AI systems. By integrating histology with clinical and molecular data, and enabling natural language interaction with complex cases, these approaches not only promise more personalised and accessible decision support, but also greater efficiency This talk highlights key innovations and emphasise the vital role of pathologists in guiding their safe and effective adoption.

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Contributed by: Pathology Portal
Authored by: Mr John Weldon, Deciphex, New York, Director of Clinical AI
Licence: © All rights reserved More information on licences
First contributed: 21 May 2026
Audience access level: General user

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