Artificial intelligence is no longer a future concept in healthcare. It is rapidly becoming part of how laboratories, pathologists, and healthcare teams process information, identify patterns, and support clinical decision-making. As discussed in the NSH podcast conversation with NSH Convention Keynote, Dr. Quincy Gu, the future of histology is increasingly connected to predictive, explainable, and multimodal computational pathology, with patient care remaining at the center of the discussion. For histology professionals, this presents an important opportunity: helping others understand that AI is not replacing human expertise. Instead, it has the potential to strengthen patient safety when implemented thoughtfully and responsibly.
Histology laboratories contribute to patient safety every day through accurate specimen processing, staining quality, slide preparation, and attention to detail.
AI can enhance these efforts in several ways:
- Identifying patterns that may be difficult to detect through manual review alone.
- Highlighting potential discrepancies or areas of concern for further evaluation.
- Supporting workflow efficiency and reducing delays in diagnostic processes.
- Helping laboratory teams prioritize cases that may require immediate attention.
However, the most important message is that AI should be viewed as a support tool rather than a replacement for professional judgment. Patient safety is strongest when AI augments the expertise of histologists, pathologists, and laboratory professionals.
Histology professionals understand that every slide represents a patient. Behind every specimen is a person waiting for answers, treatment decisions, and often peace of mind.
When discussing AI, it can be helpful to frame the conversation around this reality:
AI can analyze data, but histology professionals understand the context.
A tissue artifact, a staining variation, or a specimen handling issue may influence what is seen on a slide. Experienced laboratory professionals recognize these nuances and help ensure the right information reaches the right clinician at the right time.
Rather than replacing the "human eye," AI provides another layer of review that may help identify potential concerns earlier and more consistently.
The future of histology is not a choice between people and technology. It is about creating stronger partnerships between laboratory professionals, pathologists, and intelligent tools that support better patient outcomes.
To hear more from Dr. Gu, register today for the 2026 NSH Histotechnology Convention in San Antonio, Texas September 25-29.
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