Overview
Artificial intelligence in medical imaging
KritiKal Solutions is a technology services and product engineering firm with 24+ years of experience and a global footprint spanning 500+ projects. Through this Professional Services offering, KritiKal helps healthcare and MedTech organizations design, develop, integrate, migrate, and deploy AI-driven medical imaging solutions on Amazon Web Services (AWS).
Our services support medical imaging workloads using AWS HealthImaging and related AWS services including Amazon SageMaker for AI/ML model development and inference, Amazon S3 for secure and scalable data storage, Amazon EC2 for compute-intensive imaging workloads, AWS Lambda for serverless processing and workflow automation, Amazon API Gateway for application and system integration, AWS IAM for identity and access management, and Amazon CloudWatch for monitoring and operational visibility.
Core AI Medical Imaging Capabilities
KritiKal's AI medical imaging capabilities leverage deep learning, convolutional neural networks (CNNs), and advanced computer vision across all major imaging modalities including X-ray, CT, MRI, ultrasound, mammography, and PET.
AI-Powered Low-Dose Imaging: Deep learning-based image enhancement solutions designed to improve image quality from low-dose scans while supporting efficient CT and MRI imaging workflows.
Mammography Analysis: AI-assisted image segmentation, classification, annotation, and abnormality detection to support breast imaging and clinical review workflows.
Vision-Based X-Ray Image Stitching: Computer vision algorithms for alignment, exposure compensation, and seamless stitching of multiple X-ray images — ideal for full-body imaging, scoliosis assessment, and orthopedic planning.
AI-Powered Fetal Ultrasound Analysis: Automated identification and classification of fetal ultrasound planes using deep learning and semantic segmentation to support fetal measurements and growth assessment workflows.
3D Guidance for Assisted Orthopedic Procedures: Image-registration and visualization solutions that combine CT imaging with intraoperative imaging using computer vision techniques for enhanced procedural guidance.
Lung X-Ray Analysis: AI-based image-processing and classification solutions for detecting and assessing patterns associated with pneumonia and other lung abnormalities.
Our engineering services also support image segmentation, pattern recognition, noise reduction, abnormality classification, image reconstruction, predictive analytics, triage workflows, and automated reporting. Solutions can be integrated with PACS, RIS, Electronic Health Records (EHR), and other clinical systems.
Regulatory Compliance and Security
KritiKal's engineering processes support the development of regulated medical technology solutions incorporating requirements related to ISO 14971, ISO 13485, IEC 62304, IEC 60601, EU MDR, and applicable US FDA requirements. Security practices include threat modeling, encryption, authentication and authorization mechanisms, secure development, and Vulnerability Assessment and Penetration Testing (VAPT).
This Professional Services offering is designed to help customers assess, architect, develop, integrate, migrate, deploy, optimize, and support AI-powered medical imaging solutions using AWS HealthImaging and other eligible AWS services. AWS infrastructure and service usage charges may apply separately based on the architecture and services consumed during the engagement.
Highlights
- AI-powered diagnostic imaging across X-ray, CT, MRI, ultrasound, and PET modalities with deep learning pattern recognition, noise reduction, and abnormality classification for faster and more accurate radiology workflows
- Proven solutions including low-dose imaging, breast cancer mammogram detection, fetal ultrasound analysis, 3-D orthopedic surgical guidance, and full-body X-ray stitching built on CNN and neural network architectures
- 22+ years of technology experience with 500+ projects delivered, with compliance to ISO 14971, ISO 13485, EU MDR, US FDA, IEC 62304, and IEC 60601 standards for secure and regulatory-compliant MedTech deployments
Details
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Engagement Support
KritiKal Solutions provides structured support throughout the engagement lifecycle and post-deployment.
Getting Started: Contact our team to schedule a Discovery meeting. Following initial consultation, you will receive a scoping proposal within two weeks outlining engagement phases, timelines, deliverables, and team composition.
- Email: sales@kritikalsolutions.com
- Phone: (0120) 692 6600
During Engagement: A dedicated project team is assigned for the duration of your engagement. Regular milestone reviews ensure alignment on deliverables, timelines, and quality standards.
Post-Deployment Support: After go-live, KritiKal provides ongoing optimization support including model performance monitoring, retraining recommendations, and system health checks.
Buyer Responsibilities: Successful engagements typically require buyer-side availability of clinical subject matter experts, access to existing imaging infrastructure (PACS, RIS), and provision of representative clinical datasets for model training and validation.
For any inquiries, assistance, or to discuss your requirements, reach out via the channels above. Our team will respond to initial inquiries and route your request to the appropriate domain specialist.