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Feature: Remove Pickle usage to improve security of Monai

Contribution wanted

Status: Open.

#8527 In Project-MONAI/MONAI;

· coldwaterq opened on Aug 6, 2025

Improve documentation on the datalist format

Status: Open.

#8525 In Project-MONAI/MONAI;

· DanielNobbe opened on Aug 5, 2025

Unit test fails with NumPy 2.3.1 but passes with NumPy 1.26.4

Status: Open.

#8520 In Project-MONAI/MONAI;

· IamTingTing opened on Jul 25, 2025

Integrating MICCAI Submissions into MONAI

Status: Open.

#8519 In Project-MONAI/MONAI;

· ericspod opened on Jul 24, 2025

Memory leak/high memory usage in ITKReader with mha files

Status: Open.

#8511 In Project-MONAI/MONAI;

· Jorissss opened on Jul 16, 2025

Moving Testing Data to HuggingFace

Status: Open.

#8510 In Project-MONAI/MONAI;

· ericspod opened on Jul 11, 2025

Validation time per image increases drastically in later epochs during Auto3DSeg training

Status: Open.

#8509 In Project-MONAI/MONAI;

· rabia-haq opened on Jul 9, 2025

Compatibility with PyTorch >= 2.8 for Future Hardware (e.g., RTX 50 series)

Status: Open.

#8507 In Project-MONAI/MONAI;

· unumbrela opened on Jul 3, 2025

Feature: Calibration Error Metrics and Losses

Status: Open.

#8505 In Project-MONAI/MONAI;

· theo-barfoot opened on Jul 2, 2025

Possible RandCropByPosNegLabeld state corruption with persistent workers

Status: Open.

#8500 In Project-MONAI/MONAI;

· aarpon opened on Jun 28, 2025

Engines - refactor GANTrainer into a more general base class that can replace AdversarialTrainer

Status: Open.

#8498 In Project-MONAI/MONAI;

· ericspod opened on Jun 27, 2025

Inferers - create new base class for the Generative infererer

Status: Open.

#8497 In Project-MONAI/MONAI;

· ericspod opened on Jun 27, 2025