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This is a Literature Review study.

November 28, 2025Journal of CytologyOpen Access

A Critical Review of Deep Learning Technique and Its Applications in Clinical Cytology

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Authors

PDPranab Dey

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Implication

Critical review highlights deep learning applications in cytology, suggesting solutions for implementing cancer screening and classification challenges.

Key Points

Deep learning enhances clinical applications for cancer screening and classification in cytology.
Emerging technologies may improve prognostic assessment and molecular data interpretation.
Analysis of digital pathology trends shows significant advancements in data storage and security.
Implementation barriers highlight the need for improved guidelines and multidisciplinary collaboration.

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Pranab Dey (2025) studied this question.

synapsesocial.com/papers/6928f12ea65b730b9ea7a729 https://doi.org/10.4103/joc.joc_136_25

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Implication

Critical review highlights deep learning applications in cytology, suggesting solutions for implementing cancer screening and classification challenges.

A Critical Review of Deep Learning Technique and Its Applications in Clinical Cytology

Discussion

Member takes

Implication

Key Points

Cite This Study

A Critical Review of Deep Learning Technique and Its Applications in Clinical Cytology

Discussion

Member takes

Implication

Key Points

Cite This Study

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