{ "cells": [ { "cell_type": "markdown", "id": "2c4abf14", "metadata": {}, "source": [ "# Diffusion models for ultrasound image generation\n", "\n", "In this notebook, we will look at one of the current state-of-the-art deep generative models: diffusion models. These models have shown great promise in generating high-quality images and have been applied to various tasks, including [ultrasound synthesis](https://arxiv.org/abs/2305.05424), [inpainting](https://3d-ultrasound-diffusion.github.io/), but also [denoising / dehazing](https://dehazing-diffusion.github.io/) of ultrasound images. [zea.Models](../../models.rst) supports some pretrained diffusion models, ready to perform prior and posterior sampling. We'll start, as always with setting the Keras backend." ] }, { "cell_type": "markdown", "id": "aad06e25", "metadata": {}, "source": [ "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/tue-bmd/zea/blob/main/docs/source/notebooks/models/diffusion_model_example.ipynb)\n", " \n", "[![View on GitHub](https://img.shields.io/badge/GitHub-View%20Source-blue?logo=github)](https://github.com/tue-bmd/zea/blob/main/docs/source/notebooks/models/diffusion_model_example.ipynb)\n", " \n", "[![Hugging Face model](https://img.shields.io/badge/Hugging%20Face-Model-yellow?logo=huggingface)](https://huggingface.co/zeahub/diffusion-echonet-dynamic)" ] }, { "cell_type": "markdown", "id": "f377c769", "metadata": {}, "source": [ "‼️ **Important:** This notebook is optimized for **GPU/TPU**. Code execution on a **CPU** may be very slow.\n", "\n", "If you are running in Colab, please enable a hardware accelerator via:\n", "\n", "**Runtime → Change runtime type → Hardware accelerator → GPU/TPU** 🚀." ] }, { "cell_type": "code", "execution_count": 1, "id": "ab0fdd14", "metadata": {}, "outputs": [], "source": [ "%%capture\n", "%pip install zea" ] }, { "cell_type": "code", "execution_count": 2, "id": "6cbd1a8d", "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "os.environ[\"KERAS_BACKEND\"] = \"jax\"\n", "os.environ[\"TF_CPP_MIN_LOG_LEVEL\"] = \"2\"" ] }, { "cell_type": "code", "execution_count": 3, "id": "d4613691", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Using backend 'jax'\n" ] } ], "source": [ "import keras\n", "from zea import log, init_device\n", "from zea.models.diffusion import DiffusionModel\n", "from zea.ops import Pipeline, ScanConvert\n", "from zea.func import split_seed, translate, vmap\n", "from zea.data import Dataset\n", "from zea.visualize import plot_image_grid, set_mpl_style\n", "from zea.agent.selection import EquispacedLines" ] }, { "cell_type": "markdown", "id": "6a1838fd", "metadata": {}, "source": [ "We'll use the following parameters for this experiment." ] }, { "cell_type": "code", "execution_count": 4, "id": "977535ee", "metadata": { "tags": [ "parameters" ] }, "outputs": [], "source": [ "n_unconditional_samples = 16\n", "n_unconditional_steps = 90\n", "n_conditional_samples = 4\n", "n_conditional_steps = 200\n", "n_frames = 4 # number of frames to load from the ultrasound video we condition on" ] }, { "cell_type": "markdown", "id": "a50b7bc2", "metadata": {}, "source": [ "We will work with the GPU if available, and initialize using `init_device` to pick the best available device. Also, (optionally), we will set the matplotlib style for plotting." ] }, { "cell_type": "code", "execution_count": 5, "id": "ea6425da", "metadata": {}, "outputs": [], "source": [ "init_device(verbose=False)\n", "set_mpl_style()" ] }, { "cell_type": "markdown", "id": "cd12e7a1", "metadata": {}, "source": [ "## Unconditional generation\n", "Let's choose a pretrained diffusion model (on EchoNet Dynamic dataset) and generate some ultrasound images. Using `presets.keys()` we can see the available models. One could also point to a custom model by passing a local path to the model checkpoint directory." ] }, { "cell_type": "code", "execution_count": 6, "id": "0abe2d71", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Available built-in zea presets for DiffusionModel: ['diffusion-echonet-dynamic', 'diffusion-echonetlvh-3-frame', 'diffusion-dehazingecho2025']\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m90/90\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m22s\u001b[0m 65ms/step\n" ] } ], "source": [ "presets = list(DiffusionModel.presets.keys())\n", "log.info(f\"Available built-in zea presets for DiffusionModel: {presets}\")\n", "\n", "model = DiffusionModel.from_preset(\"diffusion-echonet-dynamic\") # or use a local path to your model\n", "\n", "# Prior sampling\n", "prior_samples = model.sample(\n", " n_samples=n_unconditional_samples, n_steps=n_unconditional_steps, verbose=True\n", ")" ] }, { "cell_type": "markdown", "id": "da6415ea", "metadata": {}, "source": [ "## Postprocessing\n", "Now we have generated the images, we want to postprocess them a bit (in this case, scanconvert to Cartesian grid). We can use the `zea.Pipeline` class to easily create a processing pipeline." ] }, { "cell_type": "code", "execution_count": 7, "id": "ec395e72", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: \u001b[38;5;214mWARNING\u001b[0m GPU support for order > 1 is not available. Disabling jit for ScanConvert.\n" ] } ], "source": [ "pipeline = Pipeline([ScanConvert(order=2, jit_compile=False)])\n", "parameters = {\n", " \"polar_limits\": [-0.78, 0.78], # [-45, 45] in radians\n", " \"rlims\": [0, 1],\n", "}\n", "processed_batch = keras.ops.squeeze(prior_samples, axis=-1)\n", "\n", "inputs = pipeline.prepare_parameters(**parameters)\n", "processed_batch = pipeline(data=processed_batch, **inputs)[\"data\"]" ] }, { "cell_type": "code", "execution_count": 8, "id": "f72c2981", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, _ = plot_image_grid(\n", " processed_batch,\n", " vmin=-1,\n", " vmax=1,\n", ")" ] }, { "cell_type": "markdown", "id": "7e1f72e5", "metadata": {}, "source": [ "## Dataset loading\n", "\n", "Generating unconditional ultrasound images is nice, but we can also perform a task with these generative diffusion models. For example, we can inpaint missing regions that were not acquired during the ultrasound scan. We can use the `posterior_sample()` method to generate samples conditioned on a measurement, given some measurement model. \n", "\n", "First we need some actual ultrasound data to condition on. We can use the `zea.Dataset` class to load a dataset from Huggingface, or from a local path.\n", "\n", "Each file in the CAMUS dataset is a **video**: a sequence of frames of a single patient, stored with shape `[n_frames, height, width]`. We treat every frame as a separate image to condition on, so we only read the first `n_frames` frames." ] }, { "cell_type": "code", "execution_count": 9, "id": "70dc38e5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Video patient0401_2CH_half_sequence.hdf5 has 17 frames, loading the first 4\n" ] } ], "source": [ "with Dataset(\"hf://zeahub/camus/val\", lazy=True) as dataset:\n", " file = dataset[0] # a single ultrasound video\n", " log.info(f\"Video {file.name} has {file.n_frames} frames, loading the first {n_frames}\")\n", " frames = file.data.image_polar.values[:n_frames] # [n_frames, height, width]\n", "\n", "img_shape = model.input_shape[:2]\n", "\n", "data = keras.ops.expand_dims(frames, axis=-1)\n", "data = keras.ops.image.resize(data, img_shape)\n", "dynamic_range = (-40, 0)\n", "data = keras.ops.clip(data, dynamic_range[0], dynamic_range[1])\n", "data = translate(data, dynamic_range, (-1, 1))" ] }, { "cell_type": "markdown", "id": "1dea5ba8", "metadata": {}, "source": [ "We can then create the measurement, by subsampling the original data using a mask. " ] }, { "cell_type": "code", "execution_count": 10, "id": "6fa46361", "metadata": {}, "outputs": [], "source": [ "line_thickness = 2\n", "factor = 2\n", "agent = EquispacedLines(\n", " n_actions=img_shape[1] // line_thickness // factor,\n", " n_possible_actions=img_shape[1] // line_thickness,\n", " img_width=img_shape[1],\n", " img_height=img_shape[0],\n", ")\n", "\n", "_, mask = agent.sample(batch_size=len(data))\n", "mask = keras.ops.expand_dims(mask, axis=-1)\n", "\n", "measurements = keras.ops.where(mask, data, -1.0)" ] }, { "cell_type": "markdown", "id": "8d4917d6", "metadata": {}, "source": [ "## Posterior sampling (conditional generation)\n", "\n", "Finally, we can use the `posterior_sample()` method to generate samples conditioned on the measurement. The `posterior_sample()` method takes a measurement and a measurement model as input, and returns a posterior sample. We can draw multiple samples and visualize the posterior variance as a proxy to see how uncertain the model is about the missing \n", "regions." ] }, { "cell_type": "code", "execution_count": 11, "id": "ee615b0e", "metadata": {}, "outputs": [], "source": [ "## Posterior sampling\n", "# `posterior_sample` conditions on a single measurement, so we vmap it over the\n", "# frames to get [n_frames, n_samples, H, W, 1]. Each measurement gets its own\n", "# seed. Pass `batch_size=...` to `vmap` if all frames do not fit in memory.\n", "seeds = split_seed(42, len(measurements))\n", "\n", "\n", "def sample_posterior(measurement, measurement_mask, seed):\n", " return model.posterior_sample(\n", " measurements=measurement,\n", " mask=measurement_mask,\n", " n_samples=n_conditional_samples,\n", " n_steps=n_conditional_steps,\n", " omega=30.0,\n", " seed=seed,\n", " )\n", "\n", "\n", "posterior_samples = vmap(sample_posterior)(measurements, mask, seeds)\n", "posterior_variance = keras.ops.var(posterior_samples, axis=1)\n", "posterior_samples = posterior_samples[:, 0] # Get first sample only\n", "# scale posterior variance to [-1, 1] range so it can be visualized\n", "posterior_variance = translate(\n", " posterior_variance,\n", " (0, keras.ops.max(posterior_variance)),\n", " (-1, 1),\n", ")\n", "\n", "## Post processing (ScanConvert)\n", "concatenated = [prior_samples, data, measurements, posterior_samples, posterior_variance]\n", "# show one column per frame (prior samples are not tied to a frame, so we just take the first few)\n", "imgs_per_row = min(n_frames, n_unconditional_samples)\n", "concatenated = [sample[:imgs_per_row] for sample in concatenated]\n", "concatenated = keras.ops.concatenate(concatenated, axis=0)\n", "concatenated = keras.ops.squeeze(concatenated, axis=-1)\n", "\n", "processed_batch = pipeline(data=concatenated, **parameters)[\"data\"]" ] }, { "cell_type": "markdown", "id": "abb015f6", "metadata": {}, "source": [ "And now let's visualize the results! We will show some prior samples, the original target images (CAMUS dataset), the measurement, and the posterior samples. We can also visualize the posterior variance as a proxy for uncertainty.\n", "\n", "In short:\n", "- **Prior samples**: x ~ p(x), sampled from the diffusion model trained on the EchoNet Dynamic dataset\n", "- **Original image**: x, from the CAMUS dataset\n", "- **Measurement**: y, a masked version of x\n", "- **Posterior samples**: x ~ p(x|y), sampled from the diffusion model conditioned on the measurement y\n", "- **Posterior variance**: Var[p(x|y)], visualized as a heatmap to show uncertainty in the posterior samples" ] }, { "cell_type": "code", "execution_count": 12, "id": "88e2be32", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n_rows = 5 # prior, batch, measurements, posterior, posterior_variance\n", "\n", "cmaps = [\"gray\"] * ((n_rows - 1) * imgs_per_row) + [\"inferno\"] * imgs_per_row\n", "\n", "## Plotting\n", "fig, _ = plot_image_grid(\n", " processed_batch,\n", " vmin=-1,\n", " vmax=1,\n", " remove_axis=False,\n", " ncols=imgs_per_row,\n", " cmap=cmaps,\n", ")\n", "\n", "titles = [\"p(x)\", \"x\", \"y\", \"p(x|y)\", \"Var[p(x|y)]\"]\n", "\n", "for i, title in enumerate(titles):\n", " fig.axes[i * imgs_per_row].set_ylabel(title)" ] } ], "metadata": { "kernelspec": { "display_name": "zea (3.12.x)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.13" }, "zea": { "tags": [ "generative", "inverse problems", "cardiac" ], "level": "intermediate" } }, "nbformat": 4, "nbformat_minor": 5 }