User Stories
As a potential client I want to be able to load a CT scan into the model
As a potential client I want to be able to get a segmented and labelled image of the CT scan displayed showing the different parts of the CT scan like bone, air, white matter, ventricles etc.
As a potential client I want to be able to see a segmented CT scan which could be used to target specific areas of the brain for safer surgery procedures.
As a potential client I want this application to accept different CT scan sizes and resolutions.
As a potential client I want this to be a model with a basic interface which can be easily integrated into other apps like a mobile app
Specifications
- Functional
- Definite
- The uploaded CT scan will be displayed with all the different parts segmented and labeledÂ
- Segments, such as bone, skin, air, brain matter, and cerebral spinal fluid, will be identified using various colors or in split-apart images
- Model created that classifies different parts of the CT scan
- Image passed into the model
- Ability to label uploaded images using Hounsfield values
- Pipeline to preprocess and normalize images and run through model
- Perhaps
- A user will be able to upload a CT scan of any size
- A user will be able to download the image result
- A user will be able to upload a CT scan of a brain
- Finetune for accuracy
- Improbable
- A user will be able to upload a MRI scan and get a segmented and labeled image of the scan back
- A user can upload CT scans of other parts of the body instead of just the brain like lungs etc
- A user can identify anomalies in scans such as Hemorrhages, Cancers etc
- A user can upload a CT scan and get the image converted to a labeled and segmented MRI and vice versa.
- Definite
- Nonfunctional
- Definite
- Simple interface that generates a result within a few clicks
- Ability/ area to upload an image file in JPG or TIFF format
- Perhaps
- Result will be generated as fast as possible
- Can be integrated with a mobile app on IOS
- Definite