Project-MONAI/research-contributions

Issues

• Swin-UNETR pretraining model weights do not load into the model

  #346 opened a year ago by Saqeeb95
  5

• Training loss logs

  #393 opened 4 months ago by FJonske
  1

• Evaluation results are inconsistent during training and after saving the trained model

  #405 opened a month ago by YUXIN-commit
  1

• Poor reconstruction usinf DAE pre-trained weights

  #390 opened 7 months ago by OeslleLucena
  1

• Brats2020

  #384 opened 8 months ago by Eight3H
  4

• SwinUNETR requires 'img_size' argument, then refuses to use it because it is deprecated

  #403 opened 3 months ago by louisfabrice13
  0

• Invalid organ segmentation nii file produced from prostate_mri_lesion_seg_app

  #351 opened a year ago by deepakri201
  1

• Prostate MRI - Inaccessible Docker Image

  #400 opened 3 months ago by rivetreviver
  1

• While fine tuning the Swin UNETR, Training loss is not decreasing and training gets crashed after 10 epohs

  #304 opened a year ago by Mgithus
  9

• Problem with the number of output channels in brats data sets

  #341 opened a year ago by princerice
  4

• Why is there a significant difference in the maximum number of epochs required for different segmentation tasks?

  #344 opened a year ago by AustinYuAo
  5

• Compatibility Inquiry - Support for PyTorch 2.4.1?

  #397 opened 3 months ago by songyuc
  0

• Don't have optimizer.zero_grad() in your tutorial

  #392 opened 4 months ago by hz1z
  0

• Training error on BRATS21

  #306 opened a year ago by FengheTan9
  9

• Swin-UNETR pretrain roi size

  #391 opened 5 months ago by benecia2sj
  0

• Training model cannot load properly

  #322 opened a year ago by SiruLiu645
  3

• Unexpected key(s) in state_ dict: "epoch", "best_acc", "state_dict".

  #387 opened 8 months ago by shanpriya3
  3

• Understanding the contrastive loss implementation

  #389 opened 8 months ago by jwutsetro
  1

• N foreground 0, N background 52003401,unable to generate class balanced samples. NaN or Inf found in input tensor.

  #388 opened 8 months ago by shanpriya3
  0

• difference brats2021 train test

  #386 opened 8 months ago by Eight3H
  0

• Evaluation

  #385 opened 8 months ago by RENwei-1226
  0

• Swin-UNETR pretraining validation criterion

  #370 opened 8 months ago by Tkorsten
  0

• AttributeError: 'NoneType' object has no attribute 'items' in swinunetr algo

  #381 opened 9 months ago by KumoLiu
  0

• RuntimeError: applying transform <monai.transforms.io.dictionary.LoadImaged object at 0x7f0f84fb8a90>

  #313 opened a year ago by SiruLiu645
  6

• How should I reproduce the training process of Swin UNETR on BTCV so that it can achieve the mean dice score recorded in the paper?

  #302 opened a year ago by JeMing-creater
  1

• Question about the performence of SwinUNETR for BTCV

  #292 opened a year ago by UCPRER
  1

• One problem came when I was using SwinUNETR to train my own data

  #350 opened a year ago by wangbaoyuanGUET
  5

• AttributeError: 'NoneType' object has no attribute 'items' in Auto3dSeg

  #373 opened 9 months ago by KumoLiu
  0

• Not reproducible results

  #375 opened 9 months ago by jucls
  0

• About Test

  #354 opened a year ago by Dasha484
  4

• FileNotFoundError in swinunetr

  #368 opened 9 months ago by KumoLiu
  0

• Unnecessary conv3 Layer Weights in DAE with MONAI v0.8.0 Leading to Compatibility Issues with v0.9.0+

  #367 opened 10 months ago by simojens
  0

• about evaluation

  #362 opened a year ago by Eight3H
  1

• RuntimeError: CUDA out of memory

  #301 opened a year ago by Mgithus
  2

• About SwimUNETR Model Structure

  #363 opened 10 months ago by Eight3H
  0

• Validation

  #349 opened a year ago by Eight3H
  0

• SwinUNETR-V2

  #352 opened a year ago by eeheechang
  0

• UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation

  #318 opened a year ago by xiyuez2
  2

• Unable to run the prostate-mri-lesion-seg tutorial notebook using jupyter

  #343 opened a year ago by deepakri201
  6

• Unable to run prostate-mri-lesion-seg on Colab

  #342 opened a year ago by fedorov
  6

• RuntimeError: applying the transform < monai. Transforms. Spatial. Dictionary. Orientationd object at 0 x7f791cb8bfd0 >

  #340 opened a year ago by wzh0328
  0

• Converting SwinUNETR to ONNX or Tensorflow

  #338 opened a year ago by vasudharao08
  0

• AttributeError: module 'torch._C' has no attribute '_cuda_setDevice'

  #328 opened a year ago by shanzasaeed
  1

• Add version control for the auto3dseg

  #324 opened a year ago by yiheng-wang-nv
  0

• Do the test data work under the test.py file?

  #310 opened a year ago by OCEANOUXIN
  1

• normalization into [0, 1] using window width/level of 1500/-650

  #305 opened a year ago by aivision2022
  3

• Questions regarding accelerating training speed

  #300 opened a year ago by yl3639
  0

• Auto3dseg autorunner very slow/unclear output

  #299 opened a year ago by udiram
  0

• Fatal Python error: _enter_buffered_busy: could not acquire lock for <_io.BufferedWriter name='<stdout>'> at interpreter shutdown, possibly due to daemon threads Python runtime state: finalizing (tstate=0x556fc0f4b170)

  #297 opened a year ago by domadaaaa
  0

• Train on specified GPUs

  #293 opened a year ago by pcl1121
  2