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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"id": "a442c91f-48c2-45f0-be75-79fd948ea151", | |
"metadata": {}, | |
"source": [ | |
"# Steady-State Free Precession (SSFP) Simulation\n", | |
"\n", | |
"This notebook simulates the magnetization dynamics of a single-spin system under SSFP conditions. It explores the effects of phase increments (`θ`) and repeated pulse-acquire cycles on the steady-state magnetization components (`Mx`, `My`, `Mz`).\n", | |
"\n", | |
"### Key Parameters:\n", | |
"- **Relaxation Times**: `T1 = 500 ms`, `T2 = 200 ms`\n", | |
"- **Repetition Time (TR)**: `20 ms`\n", | |
"- **Flip Angle**: `10°`\n", | |
"- **Off-Resonance Frequency (df)**: `75 Hz`\n", | |
"- **Phase Increments (θ)**: Ranges from `-180°` to `+180°` in `30°` steps.\n", | |
"- **Steady-State Condition**: Number of pulses per phase increment is adjusted to maintain phase continuity.\n", | |
"\n", | |
"### Goals:\n", | |
"1. Simulate SSFP magnetization dynamics for various phase increments.\n", | |
"2. Compare magnetization evolution with \"reset\" and \"carry-over\" initial conditions.\n", | |
"3. Visualize the results and analyze key trends.\n", | |
"\n", | |
"---\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"id": "5a336456-7500-41c4-bec6-262f434981be", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# Import necessary libraries\n", | |
"import numpy as np\n", | |
"import matplotlib.pyplot as plt\n", | |
"\n", | |
"# Set up inline plotting for Jupyter Notebook\n", | |
"%matplotlib inline\n" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "8663e8d1-4cb3-4785-9427-0a47b2044c90", | |
"metadata": {}, | |
"source": [ | |
"## Define Constants and Parameters\n", | |
"- Relaxation times (T1, T2)\n", | |
"- Flip angle\n", | |
"- Repetition time (TR)\n", | |
"- Phase increments (θ)\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"id": "83770816-d177-4f53-92f2-42d67b68b98f", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# Constants\n", | |
"T1 = 500 # ms\n", | |
"T2 = 200 # ms\n", | |
"TR = 20 # ms\n", | |
"flip_angle = 10 # degrees\n", | |
"df = 75 # Hz\n", | |
"\n", | |
"# Phase increments\n", | |
"thetas = np.arange(-180, 181, 30) # Degrees\n" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "e46ec5ba-2918-4a96-8eab-a688c78565ec", | |
"metadata": {}, | |
"source": [ | |
"## Adjust Number of Pulses for Phase Continuity\n", | |
"Ensure that the number of pulses per phase increment divides evenly to maintain phase continuity.\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"id": "8bd9eec4-115c-4673-9a99-1d1cbe481803", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# Pulses to achieve steady state\n", | |
"num_pulses = int(5 * T1 // TR)\n", | |
"\n", | |
"# Adjust num_pulses to ensure divisibility by len(thetas)\n", | |
"while num_pulses % len(thetas) != 0:\n", | |
" num_pulses += 1\n" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "5304fff7-8dfd-40a1-b681-fae59f9c7104", | |
"metadata": {}, | |
"source": [ | |
"## Bloch Equation Implementation\n", | |
"The `bloch_ssfp` function simulates the magnetization evolution under SSFP conditions.\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"id": "23fb3aea-d710-4459-b653-d1417f40c7f9", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def bloch_ssfp(T1, T2, TR, flip_angle, df, theta, M0=None, n_pulses=None):\n", | |
" \"\"\"\n", | |
" Simulates the SSFP magnetization evolution.\n", | |
" \"\"\"\n", | |
" assert n_pulses is not None, \"Number of pulses must be specified.\"\n", | |
" \n", | |
" M_list = []\n", | |
" if M0 is None:\n", | |
" M0 = [0, 0, 1] # Initial magnetization\n", | |
" M_list.append(M0)\n", | |
" \n", | |
" flip_rad = np.deg2rad(flip_angle)\n", | |
" theta_rad = np.deg2rad(theta)\n", | |
" \n", | |
" M = np.array(M0, dtype=float)\n", | |
" E1 = np.exp(-TR / T1)\n", | |
" E2 = np.exp(-TR / T2)\n", | |
" \n", | |
" E = np.diag([E2, E2, E1])\n", | |
" M_eq = np.array([0, 0, 1 - E1])\n", | |
" phi_off = 2 * np.pi * df * TR / 1000 # Convert TR to seconds\n", | |
" phi_total = theta_rad + phi_off\n", | |
" \n", | |
" Rz_phi = np.array([[np.cos(phi_total), -np.sin(phi_total), 0],\n", | |
" [np.sin(phi_total), np.cos(phi_total), 0],\n", | |
" [0, 0, 1]])\n", | |
" Rx_alpha = np.array([[1, 0, 0],\n", | |
" [0, np.cos(flip_rad), -np.sin(flip_rad)],\n", | |
" [0, np.sin(flip_rad), np.cos(flip_rad)]])\n", | |
" \n", | |
" for _ in range(n_pulses):\n", | |
" M = Rx_alpha @ M\n", | |
" M = E @ M + M_eq\n", | |
" M = Rz_phi @ M\n", | |
" M_list.append(M)\n", | |
" \n", | |
" return M_list\n" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "e8c64fe7-2d02-48f4-9b96-9ac78cb0c9da", | |
"metadata": {}, | |
"source": [ | |
"## Simulate Magnetization Dynamics\n", | |
"Simulate for both \"reset\" and \"carry-over\" conditions across all `θ` values.\n", | |
"\n", | |
"### Step 1: Define Magnetization Simulation Function\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"id": "5c224ceb-c2e2-4047-baf4-75bdf436c803", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def make_magnetizations(thetas):\n", | |
" step1_magnetizations = [] # Reset magnetization for each theta\n", | |
" step2_magnetizations = [] # Carry-over magnetization\n", | |
" M_SSFP = [0, 0, 1] # Initial magnetization for carry-over\n", | |
"\n", | |
" prev_theta = None\n", | |
" \n", | |
" for theta in thetas:\n", | |
" M_SS = [0, 0, 1] # Reset for Step 1\n", | |
" \n", | |
" # Simulate Bloch equations for current theta\n", | |
" work_M_SS_list = bloch_ssfp(T1, T2, TR, flip_angle, df, theta, M_SS, n_pulses=num_pulses)\n", | |
" work_M_SSFP_list = bloch_ssfp(T1, T2, TR, flip_angle, df, theta, M_SSFP, n_pulses=num_pulses)\n", | |
"\n", | |
" # Store results\n", | |
" step1_magnetizations.append((theta, work_M_SS_list))\n", | |
" step2_magnetizations.append((theta, work_M_SSFP_list))\n", | |
"\n", | |
" # Update carry-over magnetization\n", | |
" M_SSFP = work_M_SSFP_list[-1].copy()\n", | |
"\n", | |
" return step1_magnetizations, step2_magnetizations\n" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "47b924ef-08ba-45de-943e-20c9ebb14604", | |
"metadata": {}, | |
"source": [ | |
"### Step 2: Simulate and Flatten Magnetization Components" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"id": "a1074d53-b792-49e5-a843-9a03602a2656", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# Simulate magnetizations\n", | |
"step1_magnetizations, step2_magnetizations = make_magnetizations(thetas)\n", | |
"\n", | |
"# Flatten magnetization components for plotting\n", | |
"yy_z = [value for magnetization in step2_magnetizations for value in np.array(magnetization[1])[:, 2]]\n", | |
"yy_x = [value for magnetization in step2_magnetizations for value in np.array(magnetization[1])[:, 0]]\n", | |
"yy_y = [value for magnetization in step2_magnetizations for value in np.array(magnetization[1])[:, 1]]\n", | |
"\n", | |
"# Separate components for full-reset cases\n", | |
"yy_z_other = [[value for value in np.array(magnetization[1])[:, 2]] for magnetization in step1_magnetizations]\n", | |
"yy_x_other = [[value for value in np.array(magnetization[1])[:, 0]] for magnetization in step1_magnetizations]\n", | |
"yy_y_other = [[value for value in np.array(magnetization[1])[:, 1]] for magnetization in step1_magnetizations]\n", | |
"\n", | |
"# Generate x-axis for plotting\n", | |
"yy_len = len(yy_z)\n", | |
"assert yy_len == len(yy_x) and yy_len == len(yy_y)\n", | |
"\n", | |
"xx = np.linspace(-180, +180+30, yy_len)\n", | |
"if len(xx) != yy_len:\n", | |
" xx = xx[:-1]\n", | |
"assert len(xx) == yy_len\n" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "fb89bda7-6a90-43fd-a60b-65deef539cab", | |
"metadata": {}, | |
"source": [ | |
"### Step 3: Plot Magnetization Components" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"id": "74ffd586-eed2-47f1-88fc-be56be8aca76", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
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", | |
"text/plain": [ | |
"<Figure size 1500x1000 with 3 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"color_list = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", | |
"\n", | |
"# Create figure\n", | |
"plt.figure(figsize=(15, 10))\n", | |
"\n", | |
"# Mz Component\n", | |
"ax1 = plt.subplot(2, 2, (1, 2))\n", | |
"ax1.plot(xx, yy_z, label='$M_z$ Component', color=color_list[0])\n", | |
"tmp_xx = xx[:]\n", | |
"for (ii, tmp_yy) in enumerate(yy_z_other):\n", | |
" ax1.plot(tmp_xx[:len(tmp_yy)], tmp_yy, label='$M_z$ Component', color=color_list[1:3][ii%2], alpha=4/5)\n", | |
" tmp_xx = tmp_xx[len(tmp_yy):]\n", | |
"ax1.set_title('$M_z$', fontsize=16)\n", | |
"ax1.set_xlabel('$\\\\theta$', fontsize=14)\n", | |
"ax1.set_ylabel('Magnetization', fontsize=14)\n", | |
"ax1.grid(True, linestyle='--', alpha=0.7)\n", | |
"ax1.legend(labels=['Smooth Transition', 'Full Restarts (Odd)', 'Full Restarts (Even)'], fontsize=12, loc='center')\n", | |
"[ax1.axvline(i, color=color_list[3], linestyle=\"--\", alpha=0.3) for i in np.linspace(-180, +180+30, 14)]\n", | |
"\n", | |
"# Mx Component\n", | |
"ax2 = plt.subplot(2, 2, 3)\n", | |
"ax2.plot(xx, np.array(yy_x)+1, label='$M_x$ Component', color=\"blue\")\n", | |
"tmp_xx = xx[:]\n", | |
"for (ii, tmp_yy) in enumerate(yy_x_other):\n", | |
" ax2.plot(tmp_xx[:len(tmp_yy)], np.array(tmp_yy), label='$M_x$ Component', color=color_list[1:3][ii%2])\n", | |
" tmp_xx = tmp_xx[len(tmp_yy):]\n", | |
"ax2.set_title('$M_x$', fontsize=16)\n", | |
"ax2.set_xlabel('$\\\\theta$', fontsize=14)\n", | |
"ax2.set_ylabel('Magnetization', fontsize=14)\n", | |
"ax2.grid(True, linestyle='--', alpha=0.7)\n", | |
"\n", | |
"# My Component\n", | |
"ax3 = plt.subplot(2, 2, 4)\n", | |
"ax3.plot(xx, np.array(yy_y)+1, label='$M_y$ Component', color=\"blue\")\n", | |
"tmp_xx = xx[:]\n", | |
"for (ii, tmp_yy) in enumerate(yy_y_other):\n", | |
" ax3.plot(tmp_xx[:len(tmp_yy)], np.array(tmp_yy), label='$M_y$ Component', color=color_list[1:3][ii%2])\n", | |
" tmp_xx = tmp_xx[len(tmp_yy):]\n", | |
"ax3.set_title('$M_y$', fontsize=16)\n", | |
"ax3.set_xlabel('$\\\\theta$', fontsize=14)\n", | |
"ax3.grid(True, linestyle='--', alpha=0.7)\n", | |
"ax3.legend(labels=['1 + Smooth Transition', 'Full Restarts (Odd)', 'Full Restarts (Even)'], fontsize=12, loc='lower center')\n", | |
"\n", | |
"ax1.set_xticks(np.linspace(-180, +180, 12 + 1))\n", | |
"ax2.set_xticks(np.linspace(-180, +180, 6 + 1))\n", | |
"ax3.set_xticks(np.linspace(-180, +180, 6 + 1))\n", | |
"\n", | |
"# Finalize layout\n", | |
"plt.tight_layout()\n", | |
"plt.show()\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "98058032-7463-4d3a-841c-2cad8d68707a", | |
"metadata": {}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3 (ipykernel)", | |
"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": "3.11.6" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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