Fix typo in documentation

[mingxin-zheng]

Fixes #753 .

Description

Fix documenation error via ChatGPT Codex. Prompt used:

Please navigate through the documentation of the models and find typo and documentation bugs.

Status

Ready/Work in progress/Hold

Please ensure all the checkboxes:

• Codeformat tests passed locally by running ./runtests.sh --codeformat.
• In-line docstrings updated.
• Update version and changelog in metadata.json if changing an existing bundle.
• Please ensure the naming rules in config files meet our requirements (please refer to: CONTRIBUTING.md).
• Ensure versions of packages such as monai, pytorch and numpy are correct in metadata.json.
• Descriptions should be consistent with the content, such as eval_metrics of the provided weights and TorchScript modules.
• Files larger than 25MB are excluded and replaced by providing download links in large_file.yml.
• Avoid using path that contains personal information within config files (such as use /home/your_name/ for "bundle_root").

[Copilot]

Pull Request Overview

This pull request fixes several typos and minor spelling errors in the documentation across multiple model bundles. The changes improve clarity and correctness in file content without impacting functionality.

• Fixed spelling of “datasets”, “registration”, “finetuning”/“finetuning”, “Hyperparameters”, “override”, etc.
• Updated names for consistency such as “MONAI Label” replacing “MONAI Lable” or “MONAILable.”
• Corrected several other minor errors in markdown documentation.

Reviewed Changes

Copilot reviewed 16 out of 16 changed files in this pull request and generated 12 comments.

Show a summary per file

File	Description
models/wholeBrainSeg_Large_UNEST_segmentation/docs/README.md	Corrected typos in dataset names, registration tool reference, and labeling for MONAI.
models/vista3d/docs/inference.md	Fixed spelling error in the word "segmentation."
models/vista3d/docs/finetune.md	Corrected the typo "substructuress" to "substructures."
models/vista3d/docs/data.md	Fixed spelling error "exampls" to "examples."
models/vista3d/docs/README.md	Fixed multiple typos: "fintuning" to "finetuning", "Hyperparameteers" to "Hyperparameters", and "overide" to "override."
models/vista2d/docs/README.md	Corrected "ditectory" to "directory."
models/ventricular_short_axis_3label/docs/README.md	Changed "Guassian" to "Gaussian" in noise description.
models/segmentation_template/docs/README.md	Updated "MONAILable" to "MONAI Label."
models/lung_nodule_ct_detection/docs/README.md	Changed "following" to "follow" in resampling instruction.
models/cxr_image_synthesis_latent_diffusion_model/docs/README.md	Fixed typo "randoomly" to "randomly" in the preprocessing section.
models/brats_mri_generative_diffusion/docs/README.md	Minor adjustments in the training data description.
models/brats_mri_axial_slices_generative_diffusion/docs/README.md	Minor adjustments in the training data description.

Comments suppressed due to low confidence (2)

models/vista3d/docs/README.md:97

• Changed 'Hyperparameteers' to 'Hyperparameters' to correct the spelling error.

Hyperparameters finetuning is important and varies from task to task.

models/segmentation_template/docs/README.md:10

• Updated 'MONAILable' to 'MONAI Label' to maintain consistency with project naming conventions.

or whatever else you want for your own new segmentation bundle. Some of the names are critical for MONAI Label but

[ericspod]

I think this is all fine, the versions of various bundles look like they'll need updating judging from the CI error.

[mingxin-zheng]

Thanks @ericspod . Because the versioning rule in model zoo, I plan to aggregate all changes suggested by LLM in one PR, and then update the version for the models. Please feel free to revisit the PR in a later time.