Integrating MICCAI Submissions into MONAI

[ericspod]

A number of submissions to MICCAI 2024 were identified as interesting for inclusion in MONAI core. There are listed here for the consideration of the community and to solicit support for implementation:

• FM on seg (e.g. SAM2) on surgical video
• text to image or video generation (us or surgical)
• Surgical image/video depth estimation (NeRF/3DGS)
• 3d/2d multi-modal registration (xray-CT || endo/ultrasound CT/MR)
• 3D Freehand Ultrasound Reconstruction
• Raw to signal
• De-smoke
• Surgical Workflow/phase Recognition
• Surgical Action Triplet (action+object+tool) Detection and Localization, e.g. Grasp (action) Tissue (object) with Forceps (tool)
• Surgical skill assessment
• Surgical Instrument Segmentation
• Surgical Instrument Pose Estimation
• Surgical Instrument Localization/detection

[Kathir-biomed]

Hi, I would like to volunteer to help port MICCAI papers into MONAI. You can reach me at kathiresan.chandrasekaran@unibe.ch or kathiresan.chandrasekaran@tum.de

[Nusha2003]

Hi! I would like to volunteer to port MICCAI papers into MONAI! You can reach me at amadapur@usc.edu

[fdalto]

Hi! I would like to volunteer! You can contact me at fdalto@gmail.com

[Kunaldargan]

Hi I have research experience with Surgical AI. Connect with me at kdkunal.94@gmail.com

[zzyatlantise]

Hi，I would like to help here. You may reach me at gcwpf@outlook.com

[eslam69]

Hello I'm interested and would like to help, email: eslaamkhaled64@gmail.com

[TheHuntsman4]

Hello, I'd like to contribute to this effort. Really interested in the 3d/2d multi-modal registration (xray-CT || endo/ultrasound CT/MR) section, as I have experience with creating image registration pipelines for modalities like MRI and CT, and formats like DICOM, NIFTI and STL. I have been working with MONAI daily for more than a year, and I am currently part of the Ultrasound Working Group.

Please reach out to me at anikethvij464@gmail.com . Hoping to actively contribute to the project!

[R-sany]

Hi, I would like to be a volunteering for this project. It would be helpful for me if you could give me more information about this role.

For starter, can you tell me what this list is? Thanks.
Here's my email and LinkedIn if you need me.

r.sany.apu@gmail.com
www.linkedin.com/in/rabiussanyapu

[tij]

I would like to volunteer for this effort.

[stephahn]

Hi
I would like to be a volunteer on this effort. You can reach me at stephan.hahn.pro@gmail.com.

I am a consultant in medical imaging for a few clients, building pipelines around Monai for them (company name is Imagin4Care). Just started recently, but using Monai for 4 years now. Interested in several topics, and mostly in 3D Freehand Ultrasound, and raw to image recosntruction.

[kasra321]

Hi, I would like to contribute. You can reach me at kasra.afzali@gmail.com

[sovit-123]

@ericspod
Hello Eric. I am a deep learning engineer with experience in semantic segmentation, object detection, image classification - and currently working with LLMs and generative AI at a healthcare tech organization. If you feel that my experience will be useful, please reach out at sovitrath5@gmail.com

Here are some of my works:
GitHub repositories: https://github.com/sovit-123?tab=repositories
My deep learning blog => https://debuggercafe.com/

[rihabu]

Hey, i would like to join , i believe i can contribute as a medical doctor
please reach me out in rihab.toumi.md@gmail.com

[rnmhs]

Hi, I'm interested in volunteering. You can reach me at raneem.sheronick@ucalgary.ca