For Research Use Only. Not for use in diagnostic procedures.

The report is the product

A label is not an answer. The system builds its case the way a careful morphologist would — count, measure, reason, show — and then writes it down, with its limits stated on the page. Press play and watch the case assemble.

About this example. This is an illustrative walkthrough of the report format, using measurements from a research case analysed with the Hemalogic.ai system. It is presented to show the structure of the output and reasoning of the model, not as evidence of diagnostic performance. The gallery image is representative morphology supplied by an expert hematopathology collaborator — it is not an image of the case specimen. Every report the system produces carries the disclaimer: a morphologic impression for pathologist review, not a diagnosis.

Peripheral blood — morphologic analysis

Research case · digital cell gallery + whole-field image · generated by Hemalogic analysis pipeline

Specimen & method

Input
Digital cell gallery and whole-field image from a digital morphology analyser
Scale calibration
Self-derived from the erythrocyte population (median diameter ≡ 7.5 µm)
Analysis
Cell-type classification with conformal certification + morphometric census
Clinical data
None supplied — morphology only

Quantitative census

MeasureResultBasis
Nucleated cellsDirect enumerationSegmented and counted, smudge cells excluded from the differential
Leucocyte : erythrocyte ratioMarkedly increasedvs ~1:700 in a normal film — a scale-free indicator
Dominant populationSmall lymphoid cellsSingle population, >85% of nucleated cells

Morphometric findings

FeatureMeasuredInterpretation
Nuclear diameterSmall, low dispersionMonomorphous — one dominant population rather than a reactive spectrum
Chromatin clumps / nucleus12 (median)Coarsely clumped, condensed — a mature chromatin pattern
Internal chromatin SD20.9High contrast; blasts characteristically fall below 10
Nuclear-to-cytoplasmic ratioHighScant cytoplasm
Smudge (Gumprecht) cellsPresentDetected by shape (circularity), not by paleness

Morphologic impression

MONOMORPHOUS POPULATION OF SMALL, MATURE-APPEARING LYMPHOID CELLS WITH SMUDGE CELLS.
The appearances are those described in chronic lymphocytic leukaemia / small lymphocytic lymphoma (CLL/SLL).
Morphologic impression for pathologist review — not a diagnosis.

Differential — and what the measurements exclude

ConsideredStatusOn what basis
Reactive lymphocytosisAgainstPopulation is monomorphous; reactive expansions are pleomorphic with abundant cytoplasm
Acute lymphoblastic leukaemiaExcluded on chromatinBlasts show finely dispersed chromatin with low internal SD; measured pattern is coarse and condensed
Mantle cell lymphomaNot excludedCannot be separated on morphology alone — stated explicitly rather than omitted

Recommended next steps are listed in the full report — for this pattern, flow-cytometric immunophenotyping is the discriminating test.

Cells of concern — annotated for review

Peripheral blood field: monotonous small mature lymphocytes with clumped chromatin and a smudge remnant
One field, four findings: small mature lymphoid cells with coarsely clumped ("cracked") chromatin and scant pale cytoplasm; population monotony — near-identical forms across the field; and a smudge-cell remnant (left) reflecting the fragility typical of this population. Red-cell background retained for scale.

Representative field supplied by an expert hematopathology collaborator to illustrate the features named above; it is not an image of the case specimen. Exemplar selection in production reports follows fixed

Limitations — stated in every report

No clinical data or CBC accompanied this specimen; counts are areal estimates from the imaged field and carry sampling uncertainty. Morphology cannot separate CLL/SLL from mantle cell lymphoma. Where an automated count could not be supported by the image, the report says so rather than quoting a number — on this case the platelet estimate was invalidated on audit and reported as a floor.

  1. Specimen & method
  2. Quantitative census
  3. Morphometric findings
  4. Morphologic impression
  5. Differential reasoning
  6. Annotated cell gallery
  7. Limitations
Ready. Press play to step through how the analysis is assembled — or click any step to jump to it.