Inside the Roche Cobas U701: How AI-Powered Digital Microscopy Is Changing Urine Sediment Analysis
Manual microscopy has long been considered the gold standard for urine sediment analysis, and for good reason: a trained technologist reviewing a slide can catch nuance that automated chemistry strips simply can't. The problem is that it's also slow, operator-dependent, and hard to standardize across a busy lab with multiple technologists reading the same sample types differently.
The Roche Cobas U701 was built to solve exactly that problem, not by replacing microscopy, but by automating it.
How the U701 Actually Reads a Sample
Rather than relying on impedance or flow-based particle counting like some competing platforms, the U701 uses a digital microscope to capture high-power field (HPF) images, the same view a technologist would see under a manual scope. A neural network-based algorithm then automatically analyzes the particles in those images, classifying them against a reference database covering 11 individual sediment particle types, including red and white blood cells, epithelial cells, bacteria, and crystals.
The operator's role shifts from performing the analysis to validating it: reviewing the classified images on the analyzer's interface and confirming or adjusting results as needed. That single shift removes the bulk of operator-to-operator variability that has historically made sediment analysis one of the least standardized parts of urinalysis.
Why This Matters for Turnaround Time and Consistency
Because every sample is processed through the same imaging and classification pipeline, results become repeatable in a way manual microscopy structurally cannot achieve. For laboratories managing high urinalysis volume, this also means sediment analysis stops being the workflow bottleneck it traditionally was. Rather than tying up a trained microscopist on routine reads, staff can focus their expertise on flagged, ambiguous, or clinically significant cases.
Built to Pair With the Cobas U601
The U701 is designed with a modular architecture specifically so it can combine with the Roche Cobas U601, which handles automated urine chemistry via reagent strip testing (pH, protein, glucose, ketones, and more), into a single, fully automated urine work area. Chemistry results from the U601 and sediment classification from the U701 flow together, giving labs a complete urinalysis picture without manually reconciling two separate testing processes.
Automate Your Urinalysis Workflow
At Diamond Diagnostics, we help laboratories modernize urinalysis testing without the cost of brand-new equipment.
Whether you need the AI-powered sediment automation of the Roche Cobas U701 or the paired chemistry automation of the Roche Cobas U601, every analyzer we supply undergoes our complete Down-To-Frame® refurbishment protocol, ensuring reliable, audit-ready performance from day one.


