Revolutionizing Cancer Diagnosis with Digital Pathology AI
Advance computational pathology with Axonate Tech's specialized whole slide imaging (WSI) annotation services. Our board-certified pathologists provide expert cellular-level segmentation for nuclei, stroma, cytoplasm, and tissue structures—enabling AI systems to detect tumors, classify cancers, predict prognosis, and support telepathology with diagnostic accuracy and HIPAA compliance for next-generation digital pathology workflows.
From breast cancer diagnosis and leukemia analysis to tissue classification and biomarker quantification—we deliver multi-modality pathology datasets supporting H&E staining, immunohistochemistry (IHC), fluorescence imaging, and special stains with FDA regulatory expertise for computational pathology device development and medical education platforms.
Transform Your Pathology AIDigital Pathology AI Annotation Workflow
WSI Acquisition
Whole slide digitization
Cellular Segmentation
Nuclei & tissue delineation
Pathologist Review
Expert annotation & grading
Quality Assurance
Multi-pathologist consensus
AI Training Dataset
Production-ready delivery
Board-Certified
Pathologists
HIPAA Compliant
FDA Ready
WSI Annotation Services
Comprehensive whole slide imaging annotation at cellular resolution
Cellular Segmentation
Precise nuclei detection and segmentation with cell boundary delineation, nuclear morphometry, and chromatin pattern analysis. Individual cell classification, counting, and spatial relationship mapping for quantitative pathology and biomarker assessment.
Tissue Structure Analysis
Histological structure annotation including stroma, epithelium, adipose tissue, necrosis, and inflammatory infiltrate. Glandular architecture assessment, tubule formation scoring, and tissue organization pattern recognition for diagnostic grading.
Tumor Identification
Malignant region segmentation with tumor boundary delineation, tumor-infiltrating lymphocyte (TIL) detection, and tumor microenvironment characterization. Metastasis detection, tumor budding, and perineural invasion annotation for prognostic assessment.
Clinical Use Cases
Breast Cancer Diagnosis
Invasive carcinoma detection, ductal vs lobular classification, HER2 scoring, ER/PR quantification, and Ki-67 proliferation index.
Leukemia Analysis
Blast cell identification, bone marrow cellularity assessment, differential counting, and minimal residual disease detection.
Lung Cancer Classification
Adenocarcinoma vs squamous differentiation, PD-L1 scoring, ALK/ROS1 detection, and tumor mutation burden assessment.
Brain Tumor Grading
Glioma classification, mitotic figure counting, necrosis quantification, and microvascular proliferation assessment.
Prostate Cancer Scoring
Gleason grading, cribriform pattern detection, perineural invasion, and tertiary pattern identification.
Cardiac Pathology
Myocarditis detection, fibrosis quantification, amyloid identification, and transplant rejection grading.
Renal Pathology
Glomerular disease classification, tubular injury assessment, interstitial fibrosis quantification, and transplant monitoring.
Molecular Pathology
In situ hybridization analysis, fluorescence quantification, and multi-marker immunophenotyping for precision medicine.
Annotation Capabilities
Semantic Segmentation
Pixel-perfect tissue and cellular structure delineation across entire whole slide images.
Instance Segmentation
Individual cell and nuclei separation with unique identifiers for counting and morphometry.
Cell Classification
Multi-class cell type identification including tumor, lymphocyte, stromal, and other cell types.
Region Classification
Tissue region labeling for tumor, benign, necrotic, inflammatory, and normal tissue areas.
Morphometric Analysis
Quantitative measurements of nuclear size, shape, pleomorphism, and chromatin patterns.
Multi-Stain Support
Annotation across H&E, IHC, IF, special stains, and multi-channel fluorescence imaging.
3D Tissue Reconstruction
Serial section alignment and 3D volume annotation for spatial pathology analysis.
Mitotic Figure Detection
Accurate identification and counting of mitotic cells for tumor grading and proliferation assessment.
Advanced Applications
Prognostic Predictions
AI training for survival prediction, treatment response forecasting, and risk stratification using histopathological features and clinical outcomes.
Telepathology Support
Annotation for remote diagnosis systems, second opinion platforms, and digital consultation workflows enabling global pathology access.
Medical Education
Educational dataset creation with expert-annotated cases for pathology training, board certification, and continuous medical education platforms.
Biomarker Discovery
Support for novel biomarker identification, feature extraction, and correlation analysis for translational research and drug development.
Quality Control
Annotation for tissue adequacy assessment, artifact detection, and staining quality evaluation for laboratory automation.
Clinical Trials
Standardized annotation protocols for multi-center trials with centralized pathology review and endpoint assessment.
Why Choose Axonate Tech for Digital Pathology
Board-Certified Pathologists
Expert annotation by fellowship-trained anatomic and clinical pathologists ensuring diagnostic accuracy and clinical relevance.
Multi-Modality Expertise
Support for all imaging modalities including brightfield, fluorescence, IHC, ISH, and emerging spatial biology techniques.
HIPAA & FDA Compliance
Full regulatory compliance for digital pathology AI devices with secure PHI handling and clinical validation support.
High-Throughput Processing
Scalable annotation workflows handling gigapixel WSI with efficient region of interest identification and processing.
Quality Assurance
Multi-pathologist consensus review, inter-observer agreement analysis, and ground truth verification ensuring annotation accuracy.
Global Experience
Supporting pathology AI innovators worldwide with diverse tissue types, staining protocols, and clinical contexts.
Advance Your Computational Pathology Innovation
Partner with Axonate Tech to build next-generation digital pathology AI systems. Our board-certified pathologists deliver expert WSI annotation supporting cancer detection, prognostic prediction, and diagnostic assistance with HIPAA compliance and FDA regulatory expertise—transforming pathology practice and patient care.