Project-MONAI
Integrating MICCAI Submissions into MONAI
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
Hi, I would like to volunteer to help port MICCAI papers into MONAI. You can reach me at [email protected] or [email protected]
Hi! I would like to volunteer to port MICCAI papers into MONAI! You can reach me at [email protected]
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 [email protected] . Hoping to actively contribute to the project!
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.
[email protected] www.linkedin.com/in/rabiussanyapu
Hi I would like to be a volunteer on this effort. You can reach me at [email protected].
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.
@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 [email protected]
Here are some of my works: GitHub repositories: https://github.com/sovit-123?tab=repositories My deep learning blog => https://debuggercafe.com/
Hey, i would like to join , i believe i can contribute as a medical doctor please reach me out in [email protected]
Hello, I am also interested in supporting the implementation of MICCAI methods. I am a Computer Science PhD student. You can reach me at [email protected].
It would be my absolute pleasure to contribute to this incredible project.
You can reach me out on: [email protected]
Know all about me on: https://gad-ma.github.io
Hi, I’d like to contribute to this effort. I have experience in medical research and currently work at a medical technology company, where I develop and deploy AI models for medical image segmentation. Our tools are implemented across the largest private hospital network in Mexico and LATAM. You can reach me at [email protected]
Hi, I am interested in contributing. My expertise is in FM for medical image segmentation. You can reach me at [email protected].
Hi! I'm a ML/Research Engineer specializing in medical imaging, and I'm excited about the opportunity to contribute to MONAI, especially in advancing surgical applications of computer vision. I'd love to get involved with the team working in this area! Please, reach out to me at [email protected] or via LinkedIn.
Hi Eric, I build deep learning models for biological datasets (from genomics & transcriptomics to images) & happy to contribute! You can reach out to me at [email protected] or via LinkedIn
Hi, I’m interested in contributing to this initiative. Please reach out to me at [email protected]. Looking forward to collaborating!
Hello! I am a physicist with expertise in medical image registration and segmentation. I'd like to volunteer on projects involving the use of FM in medical imaging including, for example, multimodal registration, surgical imaging/registration or CT/MRI image segmentation. Please reach me at [email protected]
Hello I would like to contribute, I have good experience with MONAI I have integrated nnInteractive and other foundational models. it would be great opportunity to work on such interesting projects. You can reach me at @[email protected]
Hello! I'm an Biomedical AI Engineer with hands on experience for using MONAI in clinical-hospital systems. I would like to contribute to this! Reach me out at [email protected]
Hello, I am a AI Core Imaging Researcher at Cincinnati Children's and have contributed to the model zoo as well, would be interested in contributing to building out these papers into MONAI. You can reach me at [email protected]
