Issues

• Add Kernel Inception Distance (KID) metric for model evaluation

  Project-MONAI/MONAI#9151 · Filter by author woletee opened on Oct 3, 2026

• DiNTS forward() breaks the torch.compile graph on every topology branch

  Project-MONAI/MONAI#9144 · Filter by author nilapate opened on Oct 1, 2026

• PR Update Action

  Project-MONAI/MONAI#9141 · Filter by author ericspod opened on Sep 29, 2026
  

• Look Into Slow Tests

  CI/CD
  Task

  Project-MONAI/MONAI#9137 · Filter by author ericspod opened on Sep 28, 2026
  

• ProbMapProducer raises IndexError on numpy 2.x: SlidingPatchWSIDataset emits float locations

  Project-MONAI/MONAI#9135 · Filter by author nilapate opened on Sep 28, 2026

• nvImageCodec Warning Too Frequent

  Low riskModule: datarefactor
  Project-MONAI/MONAI#9133 · Filter by author ericspod opened on Sep 26, 2026
  1

  

• [Performance] GPU-accelerated fast path for sliding_window_inference using unfold and chunking

  Project-MONAI/MONAI#9132 · Filter by author JoshuaTeTec opened on Sep 23, 2026

• Release 1.6.1 Checklist

  CI/CD
  Task

  Project-MONAI/MONAI#9119 · Filter by author ericspod opened on Sep 17, 2026
  2

  

• EmbeddingCollapseMetric: per-class rank scores never reach aggregate, so asymmetric collapse is invisible in the summary score

  Project-MONAI/MONAI#9116 · Filter by author DucAnhValentinoNguyen opened on Sep 12, 2026

• Support for YOLO-style / modern object detection models (2D and 3D)

  Feature

  Project-MONAI/MONAI#9111 · Filter by author vikashg opened on Sep 11, 2026
  1

• GridPatchDataset caching can repeat, drop, or reject samples

  Project-MONAI/MONAI#9100 · Filter by author QiuLsG opened on Sep 5, 2026

• HausdorffDistanceMetric percentile returns NaN for a missed prediction, dropping failures from the dataset average

  Project-MONAI/MONAI#9095 · Filter by author asifuddin01 opened on Sep 4, 2026

• nuclick transforms: min_area and do_reconstruction are documented but never used

  Project-MONAI/MONAI#9083 · Filter by author VenishPaneliya opened on Sep 2, 2026
  1

• Unit-test results depend on the Python version: unbounded upper pins let 3.12 resolve dependencies CI never sees

  Project-MONAI/MONAI#9069 · Filter by author hjmjohnson opened on Aug 22, 2026
  2

• spatial_resample raises TypeError when spatial_size is None and spatial_rank is 1

  Project-MONAI/MONAI#9068 · Filter by author hjmjohnson opened on Aug 22, 2026
  2

• Consolidate formatting: replace black and isort with ruff

  Project-MONAI/MONAI#9066 · Filter by author hjmjohnson opened on Aug 22, 2026
  1

• get_edge_surface_distance passes the deprecated always_return_as_numpy argument internally

  Project-MONAI/MONAI#9059 · Filter by author venki-drn opened on Aug 17, 2026

• CI Updates 2026

  CI/CD
  Task

  Project-MONAI/MONAI#9058 · Filter by author ericspod opened on Aug 12, 2026
  

• [Feature Request] Implement "Depth Reduced Strategy" for Model Compression across MONAI Networks

  Project-MONAI/MONAI#9050 · Filter by author Vishaldave45 opened on Aug 5, 2026
  1

• CLAHE Transform

  Project-MONAI/MONAI#9049 · Filter by author rdslater opened on Aug 3, 2026
  4

• RandGridPatch crashes for documented 0 or None patch_size entries

  Project-MONAI/MONAI#9046 · Filter by author Rajioba1 opened on Aug 3, 2026

• Incorrect type hint in pad_func

  Project-MONAI/MONAI#9026 · Filter by author Jorissss opened on Jul 28, 2026

• Some Stored Weights for Bundles Not Compatible With weights_only=True

  Bug

  Project-MONAI/MONAI#9025 · Filter by author ericspod opened on Jul 27, 2026
  3

• GlobalMutualInformationLoss returns NaN for constant B-spline inputs

  Project-MONAI/MONAI#9018 · Filter by author yinkev opened on Jul 25, 2026

• Native transform for computing image registration (classical/instance-optimization)

  Project-MONAI/MONAI#9008 · Filter by author Kheil-Z opened on Jul 22, 2026