A Hybrid Model for Pathological Image Diagnosis Assistance Based on Neural Networks and Cloud Model

2026-05-06

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Yi Wang

Feifei Wu

Lihua Gu *

Min Zeng

DOI：10.1016/j.patrec.2026.04.031

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Abstract

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• This model is an assisted diagnosis model that spans scales and diseases. • Through concept embedding, this model is bi-directionally driven by data and knowledge. • The decision interpretability of this model is enhanced through the visualization of concept embedding.

Keywords:

Pathological Image Diagnosis

Neural Networks

Cloud Model

Concept Embedding

Decision Interpretability

A Hybrid Model for Pathological Image Diagnosis Assistance Based on Neural Networks and Cloud Model

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