AI Tools & APIs
Production-ready AI models and APIs for medical imaging analysis, trained on diverse African datasets
Federated Learning Toolkit
Machine Learning
Train AI models collaboratively across multiple institutions without sharing raw patient data. Privacy-preserving machine learning at scale.
Key Features
- •Multi-site collaborative training
- •Differential privacy built-in
- •Support for PyTorch & TensorFlow
+2 more features
/api/v1/federated-learningRare Disease Observatory
Disease Analysis
AI-powered analysis and monitoring of rare diseases including various cancers, skin conditions, and genetic disorders across African populations.
Key Features
- •Cancer detection & classification
- •Skin disease analysis (melanoma, vitiligo, etc.)
- •Rare genetic disorder identification
+2 more features
/api/v1/rare-diseasesBrain Tumor Detection AI
Neuroimaging
State-of-the-art deep learning models for automated detection, classification, and segmentation of brain tumors from MRI scans.
Key Features
- •Multi-modal MRI analysis (T1, T2, FLAIR)
- •Tumor segmentation & volumetrics
- •Grade classification (WHO)
+2 more features
/api/v1/brain-analysisChest X-Ray Analysis Suite
Radiology
Comprehensive AI toolkit for detecting tuberculosis, pneumonia, COVID-19, and 14+ thoracic pathologies from chest radiographs.
Key Features
- •TB detection (WHO-approved)
- •COVID-19 screening
- •Pneumonia classification
+2 more features
/api/v1/chest-analysisRetinal Disease Detection
Ophthalmology
AI-powered screening for diabetic retinopathy, glaucoma, age-related macular degeneration, and other retinal pathologies.
Key Features
- •Diabetic retinopathy grading
- •Glaucoma risk assessment
- •AMD detection
+2 more features
/api/v1/retinal-analysisCardiac Imaging AI
Cardiology
Advanced AI models for cardiac MRI and echocardiography analysis, including chamber quantification and disease detection.
Key Features
- •Chamber segmentation
- •Ejection fraction calculation
- •Valve disease detection
+2 more features
/api/v1/cardiac-analysisSkin Lesion Classifier
Dermatology
Dermatology AI trained on diverse African skin tones for melanoma, basal cell carcinoma, and benign lesion classification.
Key Features
- •Melanoma detection
- •Basal cell carcinoma
- •Squamous cell carcinoma
+2 more features
/api/v1/skin-analysisMulti-Organ Segmentation
Image Processing
Universal segmentation toolkit for automatic delineation of organs and anatomical structures across CT and MRI modalities.
Key Features
- •100+ organ segmentation
- •CT & MRI support
- •Automatic landmark detection
+2 more features
/api/v1/segmentationImage Quality Assessment
Quality Control
Automated quality control for medical images to ensure diagnostic adequacy before AI analysis or clinical review.
Key Features
- •Artifact detection
- •Motion blur assessment
- •Contrast evaluation
+2 more features
/api/v1/quality-checkDisease Progression Predictor
Predictive Analytics
Longitudinal AI models that predict disease trajectory and treatment outcomes using temporal imaging data.
Key Features
- •Tumor growth prediction
- •Treatment response modeling
- •Survival analysis
+2 more features
/api/v1/progressionDICOM Processing Pipeline
Infrastructure
Enterprise-grade DICOM processing infrastructure with anonymization, format conversion, and metadata extraction.
Key Features
- •DICOM de-identification
- •Format conversion (NIfTI, PNG)
- •Metadata extraction
+2 more features
/api/v1/dicomModel Deployment Service
MLOps
Deploy your custom AI models with automatic scaling, monitoring, and versioning for production medical imaging applications.
Key Features
- •One-click deployment
- •Auto-scaling
- •A/B testing
+2 more features
Explainable AI Suite
Interpretability
Generate visual explanations and attention maps for AI model predictions to support clinical decision-making.
Key Features
- •Grad-CAM heatmaps
- •Attention visualization
- •Feature importance
+2 more features
/api/v1/explainabilitySynthetic Data Generator
Data Augmentation
Generate synthetic medical images using GANs and diffusion models for training, augmentation, and privacy protection.
Key Features
- •GAN-based synthesis
- •Diffusion models
- •Conditional generation
+2 more features
Clinical Trial Matching AI
Clinical Research
AI-powered matching of patients to relevant clinical trials based on imaging findings, demographics, and eligibility criteria.
Key Features
- •Eligibility screening
- •Trial recommendation
- •Biomarker matching
+2 more features
Real-Time Inference API
Infrastructure
Ultra-low latency inference API for time-critical applications like surgical guidance and emergency diagnostics.
Key Features
- •Sub-second latency
- •GPU acceleration
- •Batch processing
+2 more features
/api/v1/inferenceReady to Build with AI?
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