{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# AMPD - Automatic Multiscale Peak Detection\n", "\n", "This notebook provides an end-to-end pipeline for processing and analyzing fNIRS data collected during a finger-tapping task. The primary goal is to identify peaks in the time series data using an **Optimized AMPD** algorithm.\n", "\n", "The **AMPD** algorithm is a multiscale peak detection technique that is especially effective for periodic and quasi-periodic signals, such as heart beats, even in the presence of noise. By analyzing the signal at multiple scales, the algorithm can reliably detect local maxima while minimizing false positives. This method is based on the work by **[Scholkmann et al. 2012](https://doi.org/10.3390/a5040588)**\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2025-06-06T16:13:01.264907Z", "iopub.status.busy": "2025-06-06T16:13:01.264733Z", "iopub.status.idle": "2025-06-06T16:13:02.909160Z", "shell.execute_reply": "2025-06-06T16:13:02.908696Z" } }, "outputs": [], "source": [ "import cedalion.nirs\n", "from cedalion import units\n", "from cedalion.sigproc import quality\n", "from cedalion.sigproc.frequency import freq_filter\n", "import cedalion.xrutils as xrutils\n", "from cedalion.datasets import get_fingertapping_snirf_path\n", "import time\n", "import numpy as np\n", "import xarray as xr\n", "from cedalion.sigproc.physio import ampd\n", "import matplotlib.pyplot as plt\n", "\n", "xr.set_options(display_max_rows=3, display_values_threshold=50)\n", "np.set_printoptions(precision=4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Loading raw CW-NIRS data from a SNIRF file\n", "This notebook uses a finger-tapping dataset in BIDS layout provided by [Rob Luke](https://github.com/rob-luke/BIDS-NIRS-Tapping). It can can be downloaded via `cedalion.datasets`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load amplitude data from the snirf file and extract the first 60 seconds for further processing" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2025-06-06T16:13:02.911929Z", "iopub.status.busy": "2025-06-06T16:13:02.911365Z", "iopub.status.idle": "2025-06-06T16:13:03.020603Z", "shell.execute_reply": "2025-06-06T16:13:03.020176Z" } }, "outputs": [], "source": [ "path_to_snirf_file = get_fingertapping_snirf_path()\n", "\n", "recordings = cedalion.io.read_snirf(path_to_snirf_file)\n", "rec = recordings[0] # there is only one NirsElement in this snirf file...\n", "amp = rec[\"amp\"] # ... which holds amplitude data\n", "\n", "# restrict to first 60 seconds and fill in missing units\n", "amp = amp.sel(time=amp.time < 60)\n", "times = amp.time.values * 1000\n", "# print(amp.time.values[-1] / 60, len(times))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Following are utility methods for normalizing, filtering and plotting the signal" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2025-06-06T16:13:03.022937Z", "iopub.status.busy": "2025-06-06T16:13:03.022746Z", "iopub.status.idle": "2025-06-06T16:13:03.026654Z", "shell.execute_reply": "2025-06-06T16:13:03.026281Z" } }, "outputs": [], "source": [ "\n", "# collection of utility functions\n", "\n", "def normalize(sig):\n", " min_val = np.min(sig)\n", " max_val = np.max(sig)\n", " return (sig - min_val) / (max_val - min_val)\n", "\n", "def filter_signal(amplitudes):\n", " return freq_filter(amplitudes, 0.5 * units.Hz, 3 * units.Hz, 2)\n", "\n", "def plot_peaks(signal, s_times, s_peaks, label, title='peaks'):\n", " fig, ax = plt.subplots(1, 1, figsize=(24, 8))\n", " ax.plot(s_times, signal, label=label)\n", "\n", " for ind, peak in enumerate(s_peaks):\n", " if peak > 0:\n", " ax.axvline(x=peak, color='black', linestyle='--', linewidth=1)\n", "\n", " plt.title(title)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### This is the amplitude data structure" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2025-06-06T16:13:03.028592Z", "iopub.status.busy": "2025-06-06T16:13:03.028278Z", "iopub.status.idle": "2025-06-06T16:13:03.041646Z", "shell.execute_reply": "2025-06-06T16:13:03.041160Z" } }, "outputs": [ { "data": { "text/html": [ "
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for Channel S1D1" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2025-06-06T16:13:03.360098Z", "iopub.status.busy": "2025-06-06T16:13:03.359816Z", "iopub.status.idle": "2025-06-06T16:13:03.667970Z", "shell.execute_reply": "2025-06-06T16:13:03.667474Z" }, "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# select a channel for displaying the results\n", "channel = \"S1D1\"\n", "channel_data = amp.sel(channel=channel)\n", "\n", "# retrieve the peaks for that channel. peaks contains lists for the channel and both wavelengths \n", "# where peaks are represented by 1 and non-peaks are 0\n", "peak_indices = peaks.sel(channel=channel)\n", "\n", "# extract the timestamps of the identified peaks for one wavelength\n", "peak_times = times * peak_indices.values[1]\n", "peak_times = [pt for pt in peak_times if pt > 0]\n", "\n", "# for plotting prepare the signal for the same wavelength\n", "signal = channel_data.values[1]\n", "\n", "# plot the signal and the peaks calculated by the optimized AMPD\n", "plot_peaks(signal, times, peak_times, channel, f\"peaks: {len(peak_times)}\")\n" ] } ], "metadata": { "kernelspec": { "display_name": "cedalion", "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": "3.11.8" } }, "nbformat": 4, "nbformat_minor": 2 }