PulmoFoundation: a pathology reading of a lung AI model tested inside the diagnostic workflow
The PulmoFoundation study tests a digital model for lung slides across biopsies, frozen sections, and resections, with prospective validation…
Why do pathology AI projects fail after the model succeeds?
A successful AI model is not enough inside the laboratory. This article discusses the decision gap that comes after the model, and what…
Philips digital pathology platform: what does it mean for a laboratory trying to reduce diagnostic turnaround time?
A practical reading of the Philips Digital Pathology page: SG60 and SG300 scanners, IntelliSite image management, case sharing, and the role…
AI reads breast cancer lymph node metastases in a way closer to pathologist practice
A Scientific Reports study describes a model that combines nuclear features with tissue context to detect breast cancer lymph node metastases,…
Connecting structured pathology reports to PACS: why the Fujifilm and mTuitive agreement matters to pathologists
The Fujifilm and mTuitive agreement connects structured pathology reports to Synapse Pathology through the LIS, with direct implications for…
WSI algorithms before the FDA: four clearances map a practical path for digital pathology
A practical reading of FDA pathways for WSI algorithms: Paige, ArteraAI, Galen, and Genius, and what they mean for digital pathology inside the lab.
From tissue signal to treatment decision: where do AI tools break down?
A pathology-focused reading of the gap between AI and spatial biology signals and usable clinical decisions.
Aira Matrix algorithms inside Fusion AP: a small announcement with a large workflow question
A practical reading of Techcyte’s announcement that AIRAProstate and AIRAQc are being integrated into Fusion AP, with attention to workflow,…
ClinSegAI: correcting segmentation before turning cells into numbers
ClinSegAI reminds pathologists that segmentation quality determines the value of digital measurements, especially when H&E is linked to…
SPARK in digital pathology: what it does and why it matters to pathologists
A clear explanation of the SPARK study in Nature Medicine: what it does, what it takes as input, what it outputs, and why it matters to…