From 674be0c1129710f57059059116483858f5f5a967 Mon Sep 17 00:00:00 2001 From: Theodore Zhao Date: Sat, 23 Nov 2024 07:36:31 +0000 Subject: [PATCH] Negative pred p-value example --- README.md | 4 + inference_examples_DICOM.ipynb | 107 +++++++++++++++++++++++++-- inference_utils/output_processing.py | 16 +++- 3 files changed, 117 insertions(+), 10 deletions(-) diff --git a/README.md b/README.md index 5efe24f..54f44fa 100644 --- a/README.md +++ b/README.md @@ -8,6 +8,10 @@ This repository hosts the code and resources for the paper **"A Foundation Model ![Example Predictions](assets/readmes/biomedparse_prediction_examples.png) +## News +- Nov. 22, 2024: We added negative prediction p-value example in inference_example_DICOM.ipynb +- Nov. 18, 2024: BiomedParse is officially online in [*Nature Methods*](https://aka.ms/biomedparse-paper)! + ## Installation ```sh git clone https://github.com/microsoft/BiomedParse.git diff --git a/inference_examples_DICOM.ipynb b/inference_examples_DICOM.ipynb index 14156c8..7f237f5 100644 --- a/inference_examples_DICOM.ipynb +++ b/inference_examples_DICOM.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "metadata": {}, "outputs": [ { @@ -48,13 +48,19 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ + "/home/theodorezhao/miniconda3/envs/biomedparse/lib/python3.9/site-packages/transformers/utils/generic.py:311: FutureWarning: `torch.utils._pytree._register_pytree_node` is deprecated. Please use `torch.utils._pytree.register_pytree_node` instead.\n", + " torch.utils._pytree._register_pytree_node(\n", + "/home/theodorezhao/miniconda3/envs/biomedparse/lib/python3.9/site-packages/transformers/modeling_utils.py:484: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", + " return torch.load(checkpoint_file, map_location=map_location)\n", + "/datadrive/BiomedParse/modeling/BaseModel.py:26: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", + " state_dict = torch.load(load_dir, map_location=self.opt['device'])\n", "$UNUSED$ criterion.empty_weight, Ckpt Shape: torch.Size([17])\n" ] } @@ -90,7 +96,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -120,7 +126,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -153,7 +159,9 @@ " pred_mask = interactive_infer_image(model, Image.fromarray(image), text_prompts)\n", "\n", " # Plot feature over image\n", - " plot_segmentation_masks(image, pred_mask, text_prompts)\n" + " plot_segmentation_masks(image, pred_mask, text_prompts)\n", + " \n", + " return image, pred_mask\n" ] }, { @@ -165,7 +173,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -183,8 +191,93 @@ "image_path = 'examples/CT_lung_nodule.dcm'\n", "text_prompt = ['nodule']\n", "\n", - "inference_dicom(image_path, text_prompt, is_CT=True, site='lung')" + "image, pred_mask = inference_dicom(image_path, text_prompt, is_CT=True, site='lung')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Check P Value" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "P-value: 0.5066371658268922\n" + ] + } + ], + "source": [ + "from inference_utils.output_processing import check_mask_stats\n", + "\n", + "# P-value (adjusted) that the segmentation belongs to \"nodule\" in the CT-Chest class\n", + "# Lower p-value indicates it is likely the segmentation not belongs to the class. Recommended threshold is 0.05\n", + "adj_pvalue = check_mask_stats(image, pred_mask[0]*255, 'CT-Chest', 'nodule')\n", + "print(f'P-value: {adj_pvalue}')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Negative example" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "text_prompt = ['infection']\n", + "\n", + "image, pred_mask = inference_dicom(image_path, text_prompt, is_CT=True, site='lung')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "P-value: 0.02585482857279477\n" + ] + } + ], + "source": [ + "# P-value (adjusted) that the segmentation belongs to \"nodule\" in the CT-Chest class\n", + "# Lower p-value indicates it is likely the segmentation not belongs to the class. Recommend to use a threshold of 0.05\n", + "adj_pvalue = check_mask_stats(image, pred_mask[0]*255, 'CT-Chest', 'COVID-19 infection')\n", + "print(f'P-value: {adj_pvalue}')" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/inference_utils/output_processing.py b/inference_utils/output_processing.py index a38f8bb..ba71720 100644 --- a/inference_utils/output_processing.py +++ b/inference_utils/output_processing.py @@ -12,16 +12,26 @@ def check_mask_stats(img, mask, modality_type, target): # modality_type: str, see target_dist.json for the list of modality types # target: str, see target_dist.json for the list of targets - mask_stats = mask_stats(mask, img) + if modality_type not in target_dist: + raise ValueError(f"Currently support modality types: {list(target_dist.keys())}") - ps = [stats.ks_1samp([mask_stats[i]], stats.beta(param[0], param[1]).cdf).pvalue for i, param in enumerate(target_dist[modality_type][target])] + if target not in target_dist[modality_type]: + raise ValueError(f"Currently support targets for {modality_type}: {list(target_dist[modality_type].keys())}") + + ms = mask_stats(mask, img) + + ps = [stats.ks_1samp([ms[i]], stats.beta(param[0], param[1]).cdf).pvalue for i, param in enumerate(target_dist[modality_type][target])] p_value = np.prod(ps) - return p_value + adj_p_value = p_value**0.24 # adjustment for four test products + + return adj_p_value def mask_stats(mask, img): + # mask is a prediction mask with pixel values in [0, 255] for probability in [0, 1] + # img is a RGB image with pixel values in [0, 255] if mask.max() <= 127: return [0, 0, 0, 0] return [mask[mask>=128].mean()/256, img[:,:,0][mask>=128].mean()/256,