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The Pathologist / Issues / 2026 / October / Industry Insights Scanning the Path Ahead
Digital and computational pathology Microscopy and imaging Precision medicine Software and hardware Digital Pathology Voices in the Community

Industry Insights: Scanning the Path Ahead

Devika Gholap shares how smarter scanners and changing habits could accelerate the transition to digital pathology

By Helen Bristow 10/15/2026 Interview 4 min read
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Clinical Report: Industry Insights: Scanning the Path Ahead

Overview

In an interview, OptraSCAN Chief Product Officer Devika Gholap identifies cost and established work habits as barriers to wider digital pathology adoption. She describes potential scanner–AI integration and automated slide and image quality control as developments that could support analysis and triage, while emphasizing that image quality depends on the quality of the input slide.

Background

Digital pathology uses whole-slide imaging to make tissue slides available as digital images for review and analysis. The interview describes adoption as slower than anticipated, citing the cost of scanners and systems relative to microscopes and the adjustment required to move from microscope-based work to screen-based navigation. The supplied related context also identifies technical, regulatory, and operational challenges in the digital transformation of pathology. The College of American Pathologists lists its 2021 guideline on validating whole-slide imaging for diagnostic use as current guidance.

Data Highlights

The interview provides no numerical trial or performance data. It discusses adoption barriers and potential scanner, AI, and quality-control capabilities qualitatively.

Key Findings

  • Gholap identifies cost as a major adoption barrier, noting that digital pathology scanners and systems can cost many times more than a microscope that may cost a few thousand dollars.
  • She describes pathologists’ established microscope habits and the adjustment to screen-based navigation as another barrier; she says trainees are increasingly being trained with digital pathology.
  • She envisions scanners capturing images while algorithms analyze them, with preliminary analysis available when images reach the pathologist.
  • She describes automated triage, such as separating normal from abnormal or tumor from non-tumor cases, as a potential next step rather than an established capability.
  • She characterizes slide and image quality control as foundational, describing algorithms that can assess image quality and flag images that do not meet required standards, as well as identify issues related to tissue or sample preparation.
  • The CAP lists its 2021 evidence-based guideline for validating whole-slide imaging for diagnostic use as current guidance; the supplied context says it addresses validation study design and performance benchmarking before clinical deployment.

Clinical Implications

The interview highlights the need to account for scanner and system costs, workflow adjustment, and slide and image quality when laboratories consider digital pathology. For diagnostic use of whole-slide imaging, the CAP guideline listed in the supplied context provides validation guidance; the interview’s proposed AI analysis and triage functions are described as potential developments, not established clinical outcomes.

Conclusion

Gholap’s account presents cost, user adaptation, and input quality as central considerations in digital pathology adoption. Scanner-integrated analysis, triage, and automated quality control are described as directions for technology development.

Related Resources & Content

  1. The Pathologist, Industry Insights: Scanning the Path Ahead, year not provided
  2. College of American Pathologists, Current CAP Guidelines — Validating Whole Slide Imaging for Diagnostic Purposes in Pathology, 2021 update
  3. The Pathologist, Industry Insights: The Digital Transformation of Pathology, 2025
  4. The Pathologist, Digital Pathology: Who’s Leading?, 2026
  5. the pathologist — Pathology Trends 2026
  6. the pathologist — Integrated Diagnostics: A Strategic Priority?
  7. Validating Whole Slide Imaging For Diagnostic Purposes In Pathology - CAP
  8. Diagnostic concordance and discordance in digital pathology: a systematic review and meta-analysis
  9. Validating Whole Slide Imaging For Diagnostic Purposes In Pathology - CAP
  10. Diagnostic concordance and discordance in digital pathology: a systematic review and meta-analysis - PMC
  11. 510(k) Premarket Notification

This content is an AI-generated, fully rewritten summary based on a published scholarly article. It does not reproduce the original text and is not a substitute for the original publication. Readers are encouraged to consult the source for full context, data, and methodology.

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About the Author(s)

Helen Bristow

Combining my dual backgrounds in science and communications to bring you compelling content in your speciality.

More Articles by Helen Bristow

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