100 times magnified image of blood cells, with annotated bounding boxes around white blood cells labeled by Cellbytes.

A new era

Digital cytopathology streamlines workflows by bridging physicians and technology. With AI managing time-consuming, quantifiable tasks, physicians may concentrate on clinical judgment to verify and interpret results. To support interpretation, Cellbytes is the first platform to also provide reference values for healthy subjects. Remote collaboration is effortless, enabling seamless sample evaluation together with your remotely located colleagues. Cellbytes brings digital cytopathology to life.

Cellbytes workflow

Scan slides
Capture cytomorphological slides using your microscope.
Automatic upload
Images are securely uploaded to the cloud-based file storage.
Feature extraction
Cellbytes analyzes key features from whole-slide and single-cell images.
Sample review
Review pre-classification results.
Seamless reporting
Share a standardized digital report directly to your laboratory information system or export them for research purposes.

Key features

Sample triage

Prioritize urgent samples with a multi-parameter risk model.

Comprehensive image view

Access whole-slide images, numerical analysis, and visual masks.

Single-cell analysis

View single-cell images with classifications and potential dysplasia indicators.

Reference comparisons

Compare results with population-scale reference ranges.

Standardized reporting

Assess and share clinically essential findings in a structured report.

Easily share slides and cell images with colleagues for consultations and meetings.

Data catalogue

Cellbytes delivers a comprehensive cytomorphological assessment, including whole-slide analysis, cell classification, and dysplasia detection. Every algorithm is built on high-quality data covering normal and pathological varieties, cutting-edge research and validated by robust scientific and clinical metrics. By trusting Cellbytes, you will receive an extensive data package.

Bone marrow samples

Cell differentials and dysplasias

Erythroid

Blasts

Granulocytic

Eosinophils

Lymphoid

Monocytic

Other

Cell examples

Dysplasias

Blasts / immature granulocytes: Bilobed nucleus
Auer rods
Erythroblasts: N:C asynchrony
Dysmorphic
Multinucleated
Megakaryocytes: Separated nuclei
Hypolobated nuclei
Vacuolated: Blasts / immature granulocytes
Erythroblasts
Mature granulocytes
Lymphocytes
Plasma cells

Morphology

Size
Shape

Sample-level

Clusters
Megakaryocyte count
Cellularity
Sample sufficiency

Peripheral blood samples

Cell differentials

Blasts

Promonocyte

Granulocytic

Neutrophil

Lymphoid

Cell examples

Dysplasias

Blasts / immature granulocytes: Bilobed nucleus
Auer rods
Vacuolated: Blasts / immature granulocytes
Mature granulocytes
Lymphocytes
Plasma cells

Morphology

Size
Shape

Comprehensive AI-powered analysis

Our automated algorithm suite aims to perform nearly all the same diagnostic tasks as healthcare professionals, enhancing every step of the analysis process rather than just optimizing isolated aspects. The rich data covering cell classification, morphological features, cell clusters, dysplasia assessment, and whole-slide descriptors are also available for educational and research purposes.

Intelligent triage

Our system ranks bone marrow and peripheral blood samples by clinical urgency. By scoring cytomorphological features automatically, we ensure high-priority cases receive immediate attention.

Guided diagnostic workflow

Our system facilitates rapid adoption through step-by-step instructions and an intuitive introduction to the interface.

Guided diagnostic workflow

The evaluation flow will guide you through a sequence of analyses covering whole-sample analysis, selection of regions of interest, cell differential, cell cluster detection, dysplasia assessment and finally approving a standardized sample report.

Advanced interface for expert control

For experienced users, the advanced interface provides access to the full sample, offering total flexibility to conduct deep-dive analyses tailored to each case.

Comprehensive sample assessment

The system evaluates sample sufficiency, cellularity estimates to assess the density of hematopoietic cells and megakaryocyte density, all of which are integral parts of a comprehensive cytomorphological analysis.

Visual verification

Validate preclassification results with precision using diagnostic masks. Overlays highlight the exact regions factored into the analysis, providing full transparency into the system’s identification process.

Innovative cell differential

Cellbytes combines a powerful in-house foundation model trained with millions of cells and medical context to preclassify every cell identified within the sample. For targeted analysis, users can define specific regions of interest to maximize clinical accuracy.

Per-ROI detailed view

For a deeper dive, Cellbytes provides a detailed breakdown of results on a region-by-region basis to precisely compare different areas within the sample.

Interactive cell gallery

Review automated classifications with ease. Our organized cell-by-cell list allows users to validate the system’s performance and maintain full diagnostic control by updating labels on the fly. Cellbytes ensures rapid correction and validation using an intelligent cell similarity measure. These updated labels can also be used for model retraining, ensuring your system continuously adapts and performs best with your specific data.

Cell clusters

Focal patterns make residual disease easy to miss. Cellbytes highlights abnormal clusters of blasts, lymphocytes, and plasma cells to streamline MRD assessment for acute leukemia, improve lymphoma cell detection, and accurately measure plasma cell dyscrasias.

Lineage-specific dysplasia analysis

A first in automated cytomorphology: detect and characterize dysplastic cells across multiple lineages rapidly and securely.

Seamless reporting

Finalize your evaluation with a single click. Approve the generated results and sign off on the sample to complete the digital workflow and archive the report.