Pull requests: Project-MONAI/MONAI

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Pull requests list

Generalize AsymmetricUnifiedFocalLoss for multi-class and align interface

#8607 opened Oct 30, 2025 by ytl0623

1 of 7 tasks

Replace pyupgrade with builtin Ruff's UP rule

#8606 opened Oct 28, 2025 by Borda

1 of 7 tasks

Fix #7980: Enhanced image writer error messages with actionable installation guidance

#8594 opened Oct 12, 2025 by iloveme81189-del

3 tasks done

fix transformerblock

#8584 opened Sep 25, 2025 by yang-ze-kang

1 of 7 tasks

Generate heatmap transforms

#8579 opened Sep 21, 2025 by eclipse0922

4 of 7 tasks

Add batch support for saliency maps

#8573 opened Sep 16, 2025 by einsyang723

4 tasks done

Fix incorrect docstring defaults for DiffusionModelUNet

#8571 opened Sep 15, 2025 by eitag-uni

5 tasks done

8564 fourier positional encoding

#8570 opened Sep 15, 2025 by NabJa

6 tasks done

Refactoring min-dep tests

#8561 opened Sep 8, 2025 by ericspod • Draft

1 of 7 tasks

Separate diffusion model inferers from base inferers into a different script and class.

#8558 opened Sep 5, 2025 by virginiafdez • Draft

3 tasks done

feat: add activation checkpointing to unet

#8554 opened Sep 3, 2025 by ferreirafabio80

4 of 7 tasks

Fix box_iou returning 0 for floating-point results less than 1. #8369

#8553 opened Sep 2, 2025 by reworld223

2 of 4 tasks

Correct H&E stain ordering heuristic in ExtractHEStains

#8551 opened Sep 1, 2025 by iyassou

3 tasks done

BUGFIX: support NDHWC input in sliding_window_inference and DiceMetric

#8550 opened Aug 29, 2025 by mattlin1124

fix(transformerblock): conditionally initialize cross attention compo...

#8545 opened Aug 22, 2025 by yunhaoli24

1 of 7 tasks

Change SupervisedTrainer decollation default.

#8542 opened Aug 19, 2025 by id-b3

5 tasks done

Update Frequency Transform

#8537 opened Aug 12, 2025 by ericspod

1 of 7 tasks

Fix: add ensure_channel_first in utils and integrate into DiceHelper (refs #8366)

#8532 opened Aug 9, 2025 by mattlin1124

added ReduceTrait and FlattenSequence

#8531 opened Aug 8, 2025 by lukas-folle-snkeos

6 of 7 tasks

Fix LoadImage to raise OptionalImportError when specified reader is not available

#8522 opened Jul 29, 2025 by its-serah

Added focal_loss_with_probs and full activation selection in Dice+FL.

#8493 opened Jun 20, 2025 by j-morano

3 of 7 tasks

7951 anchors are not centered on grid cells

#8475 opened Jun 9, 2025 by hachoj

4 of 7 tasks

fix: support decollate for numpy scalars

#8470 opened Jun 3, 2025 by arthurdjn

3 of 7 tasks

8328 nnunet bundle integration

#8469 opened Jun 3, 2025 by SimoneBendazzoli93

5 of 7 tasks

Fix shear transformation for multiple axes (#8450)

#8452 opened May 15, 2025 by EloiNavet

1 of 7 tasks

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Pull requests list