Project-MONAI/monai-deploy-app-sdk

View on GitHub

MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

Stars: 138
Forks: 70
Open beginner issues: 0
Indexed issues: 53

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 9, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

Open All

53 open issues indexed

DICOM slope/intercept rescale can silently leave float64 data, causing a hard crash at inference (no forced float32 cast anywhere in the SDK) Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

Project-MONAI/monai-deploy-app-sdk#592 · 1 comment · Opened Sep 11, 2026
MonaiSegInferenceOperator: padding_mode='reflect' crashes on small (e.g. pediatric-scale) inputs Open

Difficulty 4/5 3-5 days Newbie friendliness 50/100

Project-MONAI/monai-deploy-app-sdk#591 · 1 comment · Opened Sep 11, 2026
[BUG] MAR cannot find libcuda.so Open

bug

Project-MONAI/monai-deploy-app-sdk#576 · 3 comments · 4 assignees · Opened Jan 23, 2026
connecting custom MONAI app package to OHIF Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Project-MONAI/monai-deploy-app-sdk#534 · Opened Apr 10, 2025
[BUG] MONAI Deploy App Stuck Due to Downstream Operator Not Receiving Data* Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Project-MONAI/monai-deploy-app-sdk#531 · 1 comment · Opened Mar 12, 2025
[BUG] Unable to run ai_unetr_seg_app due to missing traced model Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 35/100

Project-MONAI/monai-deploy-app-sdk#511 · 3 comments · Opened Jan 6, 2025
[IMP] Enhancing Series Selection Operation Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

Project-MONAI/monai-deploy-app-sdk#505 · Opened Nov 14, 2024
[FEA] Update bundle operator Open

enhancement

Project-MONAI/monai-deploy-app-sdk#504 · 1 assignee · Opened Oct 13, 2024
[IMP] Adding support for Dicom Secondary Capture Open

enhancement

Project-MONAI/monai-deploy-app-sdk#498 · 1 assignee · Opened Jul 20, 2024
[IMP] Enhance the MONAI Bundle inference operator to support the enhanced MONAI Bundle Open

enhancement

Project-MONAI/monai-deploy-app-sdk#464 · 1 assignee · Opened Oct 19, 2023
[BUG] MAP build failing during GitHub Action Open

bug

Project-MONAI/monai-deploy-app-sdk#431 · 5 comments · 1 assignee · Opened May 30, 2023
[IMP] Extend NiftiDataLoader Operator to output Image object Open

enhancement

Project-MONAI/monai-deploy-app-sdk#421 · 3 comments · 1 assignee · Opened May 1, 2023
Inference operator for "Algo bundles" trained with Auto3DSeg Open

enhancement

Project-MONAI/monai-deploy-app-sdk#418 · 1 comment · 1 assignee · Opened Apr 15, 2023
[Enhancement] Use of the missing attribute on the DicomInstance class Open

enhancement

Project-MONAI/monai-deploy-app-sdk#413 · 1 comment · 1 assignee · Opened Mar 23, 2023
[FEA] Use mlflow model registry for packaging MAPs Open

enhancement

Project-MONAI/monai-deploy-app-sdk#403 · 1 assignee · Opened Jan 6, 2023
GSPS Writer Operators for Object Detection and Segmentation Open

enhancement

Project-MONAI/monai-deploy-app-sdk#392 · 1 comment · 1 assignee · Opened Nov 9, 2022
[FEA] Provide tracing and performance statistics gathering capability in App SDK Open

enhancement

Project-MONAI/monai-deploy-app-sdk#388 · 1 comment · 1 assignee · Opened Nov 3, 2022
Create a Model Moniter [FEA] Open

architectural story Contribution wanted enhancement integration

Project-MONAI/monai-deploy-app-sdk#383 · 2 comments · 3 assignees · Opened Oct 31, 2022
[FEA] support of customized components in monai_bundle_inference_operator Open

enhancement

Project-MONAI/monai-deploy-app-sdk#367 · 7 comments · 1 assignee · Opened Oct 12, 2022
[FEA] Support for IHE SOLE Event Reporter Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

Project-MONAI/monai-deploy-app-sdk#351 · 1 reaction · Opened Sep 19, 2022
[FEA] Samples for AIR Evidence Creator + documentation Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

Project-MONAI/monai-deploy-app-sdk#350 · 1 comment · 1 reaction · Opened Sep 19, 2022
[FEA] Upload dataset to Github release instead of Google Drive Open

enhancement

Project-MONAI/monai-deploy-app-sdk#329 · 1 reaction · 1 assignee · Opened Aug 16, 2022
[FEA] Developing applications with non dicom data (Image Reconstruction) Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

Project-MONAI/monai-deploy-app-sdk#317 · 1 reaction · Opened Jul 28, 2022
MAP samples for administrative / QA workflows Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

Project-MONAI/monai-deploy-app-sdk#475 · 1 comment · 2 reactions · Opened Mar 31, 2022
Need non-DICOM data loaders [FEA] Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 18/100

Project-MONAI/monai-deploy-app-sdk#268 · 1 comment · 1 reaction · Opened Feb 16, 2022
GPU Isolation and flexible deployment strategies [FEA] Open

enhancement

Project-MONAI/monai-deploy-app-sdk#243 · 2 comments · 1 reaction · 4 assignees · Opened Jan 21, 2022
Display bounding box on dicom using dicomSR [FEA] Open

enhancement

Project-MONAI/monai-deploy-app-sdk#232 · 1 reaction · 3 assignees · Opened Dec 20, 2021
[FEA] Need capability for defining runtime requirements on MIS, and MIS should be able to serve an algorithm in "always on", "when requested" or "batch modes", as specified by the developer Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

Project-MONAI/monai-deploy-app-sdk#227 · Opened Dec 11, 2021
Need app running definition and requirements standardization capabilities and a common way to pass this onto platforms during deployment Open

architectural story

Difficulty 5/5 Over a week Newbie friendliness 25/100

Project-MONAI/monai-deploy-app-sdk#226 · 3 comments · Opened Dec 11, 2021
Create the first version of the MONAI Deploy App SDK Architecture Document Open

architectural story

Project-MONAI/monai-deploy-app-sdk#224 · 1 assignee · Opened Dec 8, 2021
[BUG] Cannot run MAP Docker images on M1 Mac silicon (arm64) Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 45/100

Project-MONAI/monai-deploy-app-sdk#210 · 1 comment · Opened Nov 25, 2021
Develop advanced series selection logic and operators utilizing pixel processing algorithms. Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

Project-MONAI/monai-deploy-app-sdk#204 · 6 comments · 2 reactions · Opened Nov 23, 2021
[FEA] Update Docker image to resolve permission issue Open

enhancement

Project-MONAI/monai-deploy-app-sdk#202 · 2 comments · 1 assignee · Opened Nov 23, 2021
[FEA] Bone Segmentation App Open

enhancement

Project-MONAI/monai-deploy-app-sdk#198 · 7 comments · 1 reaction · 1 assignee · Opened Nov 4, 2021
[FEA] Bone Segmentation algorithm Open

enhancement

Project-MONAI/monai-deploy-app-sdk#197 · 2 comments · 1 reaction · 1 assignee · Opened Nov 4, 2021
[FEA] Include capabilities of highdicom to handle DICOM SEG and DICOM SR conversions Open

enhancement

Project-MONAI/monai-deploy-app-sdk#195 · 2 comments · 3 reactions · 1 assignee · Opened Oct 27, 2021
Classic Computer Vision Based CT Bone Segmentation Operator Open

user story

Project-MONAI/monai-deploy-app-sdk#178 · 1 assignee · Opened Oct 12, 2021
App SDK Packager and Runner needs to support AArch64/ARMv8 Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

Project-MONAI/monai-deploy-app-sdk#172 · 1 comment · 1 reaction · Opened Oct 10, 2021
[FEA] Support inferring pip packages used in the application when packaging the app Open

enhancement

Project-MONAI/monai-deploy-app-sdk#170 · 1 comment · 1 reaction · 2 assignees · Opened Oct 9, 2021
[FEA] A graphical debugger for image loader Open

enhancement

Project-MONAI/monai-deploy-app-sdk#160 · 10 comments · 2 reactions · 2 assignees · Opened Oct 6, 2021
Support a lightweight app analytics module Open

architectural story

Difficulty 5/5 Over a week Newbie friendliness 15/100

Project-MONAI/monai-deploy-app-sdk#128 · 1 comment · Opened Sep 14, 2021
Support a development console Open

architectural story

Difficulty 5/5 Over a week Newbie friendliness 20/100

Project-MONAI/monai-deploy-app-sdk#126 · 1 comment · Opened Sep 14, 2021
Add __all__ variable to all core modules Open

architectural story

Project-MONAI/monai-deploy-app-sdk#118 · 1 assignee · Opened Sep 13, 2021
Fine tune the type hint of domain DICOM object's property defaults Open

enhancement

Project-MONAI/monai-deploy-app-sdk#112 · 1 reaction · 1 assignee · Opened Sep 11, 2021
Singularity support from MONAI deploy Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

Project-MONAI/monai-deploy-app-sdk#104 · Opened Sep 8, 2021
Support multiple inputs/outputs from CLI Open

architectural story

Project-MONAI/monai-deploy-app-sdk#87 · 1 comment · 1 assignee · Opened Aug 30, 2021
Visualize workflow diagram in Jupyter notebook or Terminal Open

architectural story

Project-MONAI/monai-deploy-app-sdk#83 · 1 assignee · Opened Aug 27, 2021
Help messages for 'monai-deploy package' and '-l' option is not correct. Open

bug

Project-MONAI/monai-deploy-app-sdk#70 · 1 comment · 1 assignee · Opened Aug 26, 2021
Improve the description of -l option Open

enhancement

Project-MONAI/monai-deploy-app-sdk#64 · 1 comment · 1 assignee · Opened Aug 25, 2021
Introduce pip_packages information to Domain object class Open

architectural story

Project-MONAI/monai-deploy-app-sdk#62 · 1 assignee · Opened Aug 25, 2021

Project-MONAI/monai-deploy-app-sdk

Get new issues in your inbox