Pareidolia Systems specializes in high-precision medical image annotation and segmentation services tailored for gastroenterology applications. Our expert team provides accurate labeling of gastrointestinal structures, including the esophagus, stomach, intestines, pancreas, and liver, using CT, MRI, and ultrasound modalities. By delineating regions affected by ulcers, polyps, tumors, inflammation, and fibrosis, we enable AI models to identify early pathological changes with exceptional accuracy.
Each dataset undergoes multi-level clinical validation guided by clinical experts and radiology experts to ensure consistency, compliance, and anatomical precision. Our workflows are designed to precise end to end segmentation for AI-based diagnostic systems, supporting early cancer detection, inflammatory bowel disease analysis, and hepatobiliary assessments. Through our rigorous quality assurance and structured data pipelines, we transform complex imaging data into AI-ready, clinically validated training datasets.Our data annotation framework ensures every model learns from reproducible, high-quality annotated & segmentaed datasets built on clinical accuracy and excellence.
Pareidolia Systems LLP provides expert X-ray annotation and segmentation services, specializing in GI radiological images including Barium studies and X-ray abdomen. Our clinical-grade precision directly enhances AI detection capabilities for pathologies—such as obstructions, and tumors. Achieve unmatched model performance with our validated, medical-compliant datasets.
Pareidolia Systems offers gastroenterology CT annotation and segmentation services that power imaging data-driven AI diagnostics. Our experts label gastrointestinal organs, lesions, and tumors with precision to enhance disease detection and treatment planning. Each dataset undergoes multi-level validation, ensuring accurate, consistent, and clinically reliable AI-ready medical imaging data.
Pareidolia Systems LLP offer MRI annotation and segmentation services in gastroenterology, including MRCP and abdominal MRI imaging. Our experts accurately label gastrointestinal structures and pathological findings across MR scans delivering consistent, clinically verified datasets for AI-driven diagnosis and treatment planning. Enhance your model’s reliability with high-fidelity annotation, enabling the detection and assessment of digestive system abnormalities from complex radiology data.
We provide expert annotation and segmentation services for abdominal ultrasound images, precisely labeling key gastrointestinal and abdominal structures and pathologies such as hepatomegaly, liver metastases, hydatid cysts, fatty liver disease, gallstones, cholecystitis,appendicitis to name a few. By delivering rigorously validated, high-fidelity USG data, we empower AI models to detect and assess a wide range of digestive and abdominal conditions with accuracy and clinical confidence.