Issues

Issues

• Possibly Replace Use of MedNIST with MedMNIST Dataset?

  Project-MONAI/tutorials#2080 · opened on Sep 25, 2026

• Rehost CONSep

  Project-MONAI/tutorials#2079 · opened on Sep 23, 2026
  1

• Tutorial proposal: complete AlbumentationsX augmentation pipeline for HoVerNet

  Project-MONAI/tutorials#2071 · opened on Sep 2, 2026

• replace monai.io in the tutorials

  Project-MONAI/tutorials#2069 · opened on Aug 27, 2026

• how to select valve segmentation in Auto3DSeg

  Project-MONAI/tutorials#2067 · opened on Jul 20, 2026

• Clarification on [1] in swinunetr_pretrained README and training pipeline of ssl_pretrained_weights.pth

  Project-MONAI/tutorials#2060 · opened on Apr 3, 2026

• Add introductory k-space basics tutorial for MRI reconstruction

  Project-MONAI/tutorials#2055 · opened on Feb 9, 2026

• Blurry Results After Training and Poor Performance After Fine-Tuning on BTCV Dataset

  Project-MONAI/tutorials#2052 · opened on Dec 24, 2025
  2

• [Feature Request] MONAI + FastAPI Inference Deployment Tutorial

  Project-MONAI/tutorials#2048 · opened on Nov 16, 2025

• MAISI missing labels for conditioning maisi-rflow with vista3D pseudo labels

  Project-MONAI/tutorials#2047 · opened on Nov 12, 2025
  1

• Maisi-v2 code related to the Contrastive loss

  Project-MONAI/tutorials#2043 · opened on Oct 23, 2025
  1

• Tutorial Proposal: Visual Medical Imaging Workflows with ComfyUI Integration for Clinical Lesion Detection and Segmentation

  Project-MONAI/tutorials#2039 · opened on Oct 6, 2025

• [MAISI] Pretrained weights did not generate MRI volume unconditionally

  Project-MONAI/tutorials#2028 · opened on Sep 6, 2025
  1

• Modify calls to generative models diffusion model inferers to account for new inferer class

  Project-MONAI/tutorials#2027 · opened on Sep 5, 2025

• MONAI Auto3DSeg: Manual Fold Assignment Results in Zero Samples Error

  Project-MONAI/tutorials#2024 · opened on Aug 30, 2025
  2

• maisi unconditioned inference return noise

  Project-MONAI/tutorials#2017 · opened on Aug 11, 2025
  3

• Data preparation for MAISI tutorial is wrong for non-RAS data

  Project-MONAI/tutorials#2012 · opened on Jul 23, 2025
  1

• Training time of MAISI VAE

  Project-MONAI/tutorials#2009 · opened on Jul 18, 2025
  1

• run error in monailabel

  Project-MONAI/tutorials#2007 · opened on Jul 7, 2025
  2

• Clarification on mutually exclusive use of self-attention and cross-attention in DiffusionModelUNetMaisi

  Project-MONAI/tutorials#1993 · opened on Jun 5, 2025
  4

• Error in torch_compile.ipynb

  Project-MONAI/tutorials#1988 · opened on May 7, 2025
  1

• nnunetv2 support for numpy >=2.0

  Project-MONAI/tutorials#1986 · opened on May 2, 2025
  1

• MAISI mask autoencoder

  Project-MONAI/tutorials#1977 · opened on Apr 11, 2025
  4

• 3D classification example based on DenseNet - Occlusion Sensitivity

  Project-MONAI/tutorials#1971 · opened on Apr 7, 2025
  4

• gpu memory about maisi size 512 512 256

  Project-MONAI/tutorials#1970 · opened on Apr 7, 2025