Diep flap breast reconstruction from MRI Data | txdiepflap

Offtopic
1

Hello everyone,

I am currently exploring the development of systems related to advanced medical imaging and reconstruction workflows using Julia, and I would like to understand its capabilities in this domain.

My focus areas include deep brain reconstruction from MRI/CT scan data, as well as exploring how similar imaging and reconstruction techniques are used in other medical applications such as deep flap breast reconstruction procedures, where imaging and computational modeling can play an important role in surgical planning and patient analysis.

Along with this, I am also interested in building a structured patient information management system that can integrate imaging data and clinical records into a unified workflow.

I would appreciate guidance on the following points:

What are the most suitable Julia packages for medical image processing, especially MRI/CT and related datasets?
Is Julia capable of handling 3D reconstruction and segmentation workflows for applications like brain reconstruction and surgical planning?
Can similar computational approaches be applied to areas such as **deep flap breast reconstruction modeling and analysis?
Are there recommended ways to combine:

  1. Medical imaging data (DICOM/MRI formats)
  2. Machine learning models for segmentation or classification
  3. Patient information storage and management systems

I would appreciate guidance on the following points:

  1. What are the most suitable Julia packages for medical image processing, especially MRI/CT and related datasets?
  2. Is Julia capable of handling 3D reconstruction and segmentation workflows for applications like brain reconstruction and surgical planning?
  3. Can similar computational approaches be applied to areas such as Diep flap breast reconstruction modeling and analysis?

Can frameworks like Flux.jl or MLJ.jl be effectively used in these kinds of medical imaging and reconstruction tasks?
Are there any existing Julia-based projects or research in neuroscience or medical imaging that could serve as a reference?

I am trying to understand the best architecture or ecosystem setup for such multi-domain medical imaging systems, whether for research, prototyping, or academic exploration.

Any suggestions, resources, or examples would be highly appreciated.