Medical AI
CXR Processing and Report Generation
Chest X-ray AI processing and report generation workflow
Use AI models to process chest X-ray images and generate reports based on findings from X-ray scans.
Timeline
December 2022
Service
AI Product Engineering
AttentionClassificationComputer VisionDeep LearningImage CaptioningNLPObject Detection
Project Overview
- 1Use AI models to process chest X-ray images and generate reports based on findings from X-ray scans.
- 2Focused on medical ai delivery for a practical user workflow.
- 3Built around Attention, Classification, Computer Vision capabilities.
- 4Structured so the output can be reviewed, extended, and handed off cleanly.
Core Capabilities
Attention
Classification
Computer Vision
Deep Learning
Image Captioning
NLP
Object Detection
Report Generation
AI / Pipeline Highlights
Visual AI workflow
Processes image data into model outputs that are easier to inspect and act on.
Detection and analysis
Uses computer vision techniques to identify, classify, or localize relevant signals.
Review-ready output
Presents results in a format that supports faster human review and iteration.
1 / 1
Portfolio thumbnail for the chest X-ray report workflow.
Tech Stack
Attention
Classification
Computer Vision
Deep Learning
Image Captioning
NLP
Object Detection
Report Generation
Platform Value
Faster review cycle
Turns medical ai work into a clearer path from input to output.
Cleaner decision support
Organizes results so users can understand what happened and what to do next.
Reusable delivery base
Keeps the project structure easier to extend after the first release.