Mingxin Zheng

Hi @Nic-Ma @binliunls @dongyang0122 @ericspod @wyli Here are some thoughts of mine about MLFlow for Auto3DSeg, from two perspectives: user experience and implementation for the release in MONAI v1.1. Thanks!...

Hi @Nic-Ma , another reason of making it P1 tasks is because of this [MLFlow issue](https://github.com/mlflow/mlflow/issues/572). I am doubtful about the support of logging pics and texts in a remote...

Should we have any next steps?

Hi @armaneshaghi , this is an interesting topic but I can't estimate how comprehensive it is. Do you want a new model to fulfill the tasks mentioned, or just a...

I also agree with @wyli this can be a new component in MONAI. I am looking forward to the feature you mentioned.

I am looking at the unit test structures [here](https://github.com/Project-MONAI/GenerativeModels/tree/main/tests). It seems the unit tests are well organized and test each component "orthogonally". Is it reasonable to decompose stage 1 into...

Hi @marksgraham , thanks for the reply. I mean we may decompose them into single tasks per unit unit. For example, [this](https://github.com/Project-MONAI/GenerativeModels/blob/main/tests/test_adversarial.py) only tests `generative.losses.PatchAdversarialLoss`. Then the class in [this...

Hi @function2-llx , thanks for the suggestion, but I have seen some scanners exporting DICOM without the ".dcm" suffix, e.g. "IM_0001" on some ultrasound systems. It may be better to...

I tagged this as a feature request and see if this is a generalized usage. Besides using the suffix to filter files, there are also many other possible name filters...

It would be nice to support NGC dataset as well: https://docs.ngc.nvidia.com/cli/cmd_dataset.html https://docs.ngc.nvidia.com/api/