Dong Yang

Results 8 comments of Dong Yang

[WIP] add DiNTS bundle template for auto3d

> It is similar with DiNTS bundle, but all config based trainers or evaluators will be replaced with Python scripts. Downloading from model zoo adds additional layers of complexity. And...

Adding evidence of performance improvement by using test-time augmentation (TTA) in the tutorial notebook

My point is to justify the usage of TTA in practice. It would be nice to show the segmentation improvement in terms of accuracy and appearance.

why I use dints algorithm just got dice 70 on Task04 dataset?

hi @dirtycomputer, can you share the details that how you applied the DiNTS algorithms? thanks!

using the original labels, instead of inverted transformed labels for evaluation

It is necessary to validate without modifying the label data for (almost) all models in the model zoo.

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

The DiffusionModelUNetMaisi implementation of MONAI is largely inspired by the following references. We did not explore this aspect in depth during development. We would appreciate it if you could let...

Question about condition embedding in the MAISI project

The multipliers are primarily utilized to amplify the sensitivity of these factors, thereby refining the generated outcome, based on preliminary experimental findings.

MAISI inference utility functions

I would suggest to change from "generative" to "generation" or "3d_generation" following folder structures of other tutorials. @Can-Zhao

AutoRunner GPU usage

Hi @udiram, could you share how large is your dataset? It is possible that the OOM is caused by data caching after pre-processing. When you adjust the cache rate, does...