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Pull requests: Project-MONAI/MONAI

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Pull requests list

Fix 1/N floor in effective-rank collapse score after mean-centering
#8997 opened Jul 16, 2026 by rubenG1009 Loading…
4 of 6 tasks
1
3
Add ConvNeXt for 1D, 2D and 3D inputs
#8995 opened Jul 16, 2026 by VenkateswarluNagineni Contributor Loading…
4 of 7 tasks
1
4
Fix dot-notation read on $@ref-backed ConfigParser proxies
#8994 opened Jul 15, 2026 by VenkateswarluNagineni Contributor Loading…
2 of 7 tasks
1
perf(RandCropBoxByPosNegLabeld): avoid N-fold mask allocation in randomize
#8993 opened Jul 13, 2026 by aymuos15 Contributor Loading…
2 of 7 tasks
1
Adding Merge Queue Support
#8991 opened Jul 13, 2026 by ericspod Member • Draft
1 of 7 tasks
1
1
Improve missing image writer dependency hints
#8989 opened Jul 12, 2026 by NiketGirdhar22 Loading…
5 of 8 tasks
1
5
perf(test): cache SwinUNETR SSL weights instead of re-downloading
#8987 opened Jul 9, 2026 by aymuos15 Contributor Loading…
1 of 7 tasks
1
Make Fuzzy Gdown Argument Version-dependent
#8986 opened Jul 9, 2026 by ericspod Member Loading…
1 of 7 tasks
1
Perf(test): reuse random data across container types in quantile test
#8985 opened Jul 8, 2026 by aymuos15 Contributor Loading…
2 tasks done
1
Clarify CUDA/CuPy install requirements in docs (#8106)
#8983 opened Jul 6, 2026 by Shizoqua Contributor Loading…
2 of 7 tasks
1
4
Fix NaN gradient in PerceptualLoss normalize_tensor
#8982 opened Jul 6, 2026 by Shizoqua Contributor Loading…
2 of 7 tasks
1
1
Gate CI test jobs via change scanning instead of workflow-level paths-ignore
#8979 opened Jul 3, 2026 by SID-6921 Contributor Loading…
9
Perf: faster get_largest_connected_component_mask (bincount + LUT gather)
#8978 opened Jul 2, 2026 by aymuos15 Contributor Loading…
1 task done
1
5
SwinUNETR: optional flash attention (scaled_dot_product_attention) in WindowAttention
#8977 opened Jul 2, 2026 by aymuos15 Contributor Loading…
3 tasks done
1
4
Feat: add ignore_index support to DiceLoss
#8969 opened Jul 1, 2026 by qwepablo12 Loading…
1 of 7 tasks
6
fix(transforms): make Crop.compute_slices torch.compile-friendly
#8960 opened Jun 29, 2026 by aymuos15 Contributor Loading…
1
13
Add randomize_per_key option to random dict transforms (#7561)
#8959 opened Jun 29, 2026 by aymuos15 Contributor Loading…
3 tasks done
1
5
Add affine-aware landmark heatmap generation
#8957 opened Jun 29, 2026 by mustafamm072 Loading…
13
Add GPU-accelerated dcm image decoding
#8954 opened Jun 27, 2026 by MMelQin Loading…
6 of 7 tasks
17
8498 trainerclassabstraction
#8950 opened Jun 25, 2026 by e-mny Contributor Loading…
4 of 7 tasks
1
8
tests: remove duplicate test cases in transforms
#8949 opened Jun 25, 2026 by bhardwajjvaibhav Loading…
1
2
Fix CheckpointLoader bug with strict_shape=False and multiple objects
#8948 opened Jun 24, 2026 by luomi16 Loading…
1
Fix DiceFocalLoss to apply activation before removing background
#8947 opened Jun 24, 2026 by luomi16 Loading…
1
5
Add ConformalRiskCalibrator and ConformalRiskPredictor for conformal risk control prediction sets
#8939 opened Jun 21, 2026 by txmed82 Loading…
4 of 7 tasks
1
15
Add ConformalPredictor and ConformalCalibrator for split-conformal (LAC) prediction sets
#8938 opened Jun 20, 2026 by txmed82 Loading…
3 of 7 tasks
1
7
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