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The Augmented Cytopathologist: A Conceptual Exploratory Narrative Review on Immersive and Vision-Language Models
Enrico Giarnieri1, Andrea Lastrucci2, Alberto Ricci3
1Facoltà di Medicina e Psicologia, Sede Ospedale S. Andrea, Sapienza University of Rome, Via di Grottarossa 1035, 00189 Rome, Italy.
Journal of Imaging
|March 27, 2026
Summary
Emerging immersive technologies and Vision-Language Models (VLMs) can enhance cytopathology training and diagnostics. Combining these digital tools may create an "augmented cytopathologist" for improved workflow and cognitive support.
Area of Science:
- Digital pathology and medical imaging advancements.
- Integration of immersive technologies (VR/AR/XR) and AI copilots (VLMs).
Background:
- Immersive tools offer enhanced spatial visualization and procedural training.
- VLM-based copilots provide cognitive and workflow support.
- Combined impact on cytopathology is conceptual and preclinical.
Purpose of the Study:
- Examine the joint influence of immersive technologies and VLM copilots on cytopathologist workflow, training, and diagnostics.
- Introduce the concept of the "augmented cytopathologist."
Main Methods:
- Conceptual Exploratory Narrative Review (CENR) approach.
- Integrated peer-reviewed literature, preprints, gray literature, and cross-disciplinary perspectives.
- Thematic analysis of technological capabilities, applications, professional implications, and responsible use.
Main Results:
- Immersive technologies aid 3D visualization, skill development, and collaboration.
- VLMs assist in report generation, literature retrieval, and decision guidance.
- Synergistic model for perceptual and cognitive augmentation identified, alongside challenges like technical maturity and regulatory compliance.
Conclusions:
- Combining immersive tools and AI copilots shows potential for cytopathology education, workflow efficiency, and cognitive augmentation.
- Incremental adoption with careful governance is recommended, focusing on augmentative use.
- Future research should prioritize clinical validation, integration, and ethical frameworks for the "augmented cytopathologist."
