{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "---\n", "# Using the [lazyfmri](https://github.com/gjheij/lazyfmri/tree/main)-package\n", "\n", "This notebook shows a couple of functionalities of the [lazyfmri](https://github.com/gjheij/lazyfmri/tree/main)-package, including reading in data, plotting + statistics, and deconvolution procedures." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from lazyfmri import (\n", " plotting,\n", " glm,\n", " utils,\n", " fitting,\n", " dataset,\n", " preproc\n", ")\n", "import pingouin as pg\n", "import os\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "opj = os.path.join\n", "opd = os.path.dirname" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## [Dataset](https://github.com/gjheij/lazyfmri/blob/main/lazyfmri/dataset.py#L2948): Read data" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['df_metrics.png',\n", " 'profiles.csv',\n", " 'df_func.png',\n", " 'glms.csv',\n", " 'df_onsets.png',\n", " 'sub-01_ses-1_task-SRF_events.tsv',\n", " 'betas.csv',\n", " 'sub-01_ses-1_task-SRF_bold.mat',\n", " 'sub-01_ses-1_task-SRF_eye.edf',\n", " 'example.png']" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data_dir = opj(opd(plotting.__file__), \"data\")\n", "os.listdir(data_dir)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "DATASET\n", "\n", "FUNCTIONAL\n", "Preprocessing /Users/heij/miniconda3/lib/python3.9/site-packages/lazyfmri/data/sub-01_ses-1_task-SRF_bold.mat\n", " Filtering strategy: 'hp'\n", " Standardization strategy: 'psc'\n", " Baseline is 20 seconds, or 190 TRs\n", " Cutting 0 vols from beginning (also cut from baseline (was 190, now 190 TRs) | 0 vols from end\n", " DCT-high pass filter [removes low frequencies <0.01 Hz] to correct low-frequency drifts.\n", " Running FastICA with 5 components\n", " DCT high-pass filter on components [removes low frequencies <0.2 Hz]\n", " Regressing out all high-passed components [>0.2 Hz]\n", " tSNR [before 'ica']: 6.56\t| variance: 26.82\n", " tSNR [after 'ica']: 6.72\t| variance: 25.85\n", "\n", "EXPTOOLS\n", "Preprocessing /Users/heij/miniconda3/lib/python3.9/site-packages/lazyfmri/data/sub-01_ses-1_task-SRF_events.tsv\n", " 1st 't' @37.13s\n", " Extracting ['b'] button(s)\n", " Cutting 37.13s from onsets\n", "\n", "DATASET: created\n" ] } ], "source": [ "func = opj(data_dir, \"sub-01_ses-1_task-SRF_bold.mat\")\n", "tsv = opj(data_dir, \"sub-01_ses-1_task-SRF_events.tsv\")\n", "edf = opj(data_dir, \"sub-01_ses-1_task-SRF_eye.edf\")\n", "t = dataset.Dataset(\n", " func,\n", " tsv_file=tsv,\n", " # edf_file=edf,\n", " verbose=True,\n", " phase_onset=0,\n", " ica=True,\n", " merge=False,\n", ")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " tSNR [before 'ica']: 6.56\t| variance: 26.82\n", " tSNR [after 'ica']: 6.72\t| variance: 25.85\n" ] }, { "data": { "image/png": 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" ], "text/plain": [ " onset\n", "subject run event_type \n", "01 1 suppr_1 30.016442\n", " act 48.358001\n", " act 74.357842\n", " suppr_1 96.282811\n", " suppr_1 113.007627" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# event onsets\n", "t.df_onsets.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## [NideconvFitter](https://github.com/gjheij/lazyfmri/blob/main/lazyfmri/fitting.py#L943): deconvolve data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can either input your entire dataset in the fitter, or select a subset of the dataframe using `utils.select_from_df()` based on the columns (used `indices=[354,360]`) or rows/index (`expression=\"index = value\"`):" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fetching dataframe from attribute 'df_func_ica'\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " vox 0 vox 1 vox 2 vox 3 vox 4 \\\n", "subject run t \n", "01 1 0.000 24.120995 26.884232 -6.523682 -13.212769 -26.410553 \n", " 0.105 60.904526 -4.066513 -5.549294 10.578300 -31.444527 \n", " 0.210 -10.842644 -29.055435 15.535713 -36.002487 15.479706 \n", " 0.315 -22.451355 -3.198708 1.316246 -10.250626 -12.907562 \n", " 0.420 -4.934433 1.994728 50.188454 29.976830 4.476112 \n", "\n", " vox 5 vox 6 vox 7 vox 8 vox 9 ... \\\n", "subject run t ... \n", "01 1 0.000 5.315056 38.903366 -3.039337 32.551918 -0.393822 ... \n", " 0.105 -13.776810 9.944603 -11.358437 31.305672 7.784973 ... \n", " 0.210 -7.587608 -1.707916 12.058693 -16.157364 -7.403816 ... \n", " 0.315 -26.392105 7.321220 50.494308 0.506996 22.063896 ... \n", " 0.420 9.072395 -2.892616 23.413216 -50.936028 16.053589 ... \n", "\n", " vox 710 vox 711 vox 712 vox 713 vox 714 \\\n", "subject run t \n", "01 1 0.000 35.238266 68.940781 -46.369797 -12.008331 2.939903 \n", " 0.105 29.101364 -1.237228 42.155609 2.658195 33.851700 \n", " 0.210 -18.747169 -31.623734 -4.397873 79.508301 29.455460 \n", " 0.315 -14.635651 -3.495102 5.431557 -13.444511 -14.753075 \n", " 0.420 19.833023 1.415779 4.240707 38.267975 15.010330 \n", "\n", " vox 715 vox 716 vox 717 vox 718 vox 719 \n", "subject run t \n", "01 1 0.000 41.984879 14.404648 10.435143 17.629280 -18.974892 \n", " 0.105 -17.355743 15.824417 20.952255 28.794029 20.434402 \n", " 0.210 -18.974419 -1.437408 45.921638 -24.293541 8.289619 \n", " 0.315 -8.381844 -13.837997 27.244171 -5.284363 -31.195488 \n", " 0.420 12.893593 -4.238487 62.481651 -34.293571 -0.052536 \n", "\n", "[5 rows x 720 columns]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# select particular run\n", "func = utils.select_from_df(\n", " t.fetch_fmri(),\n", " expression=\"run = 1\"\n", ")\n", "func.head()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fetching dataframe from attribute 'df_func_ica'\n" ] }, { "data": { "text/html": [ "
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..................................................................
377.475-12.011627-27.804131-4.2478183.85039513.434708-13.325851-11.99131848.694641-14.41846517.417793...11.0034105.0864339.5911332.009270-1.192749-31.42516319.8718199.320839-31.430031-43.894890
377.5800.97872212.0725481.60366816.085312-8.246437-9.025551-13.30690013.43716421.946548-9.839020...-13.095047-42.52711532.514877-12.01923420.57502723.909904-13.735153-39.035683-10.055534-11.766006
377.685-35.6233869.98432951.6752401.97034540.135155-20.7634288.739861-10.02156834.0450820.650864...-23.774216-25.980812-27.767540-10.05149139.63502514.15206116.66009534.08890518.116859-3.807968
377.79037.096939-13.44957017.217300-12.68644011.85205116.5132603.44826521.95076823.538857-1.577194...-10.94464912.543327-3.9190373.6688614.8196339.07639315.658363-12.369011-27.114166-22.759338
377.895-14.31653614.07538620.446785-9.93277725.5563665.45299520.31755132.2116325.6745837.165482...2.15618124.890739-15.97551027.382568-13.209038-3.198730-20.116196-11.39565321.58197034.095779
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3600 rows × 720 columns

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" ], "text/plain": [ " vox 0 vox 1 vox 2 vox 3 vox 4 \\\n", "subject run t \n", "01 1 0.000 24.120995 26.884232 -6.523682 -13.212769 -26.410553 \n", " 0.105 60.904526 -4.066513 -5.549294 10.578300 -31.444527 \n", " 0.210 -10.842644 -29.055435 15.535713 -36.002487 15.479706 \n", " 0.315 -22.451355 -3.198708 1.316246 -10.250626 -12.907562 \n", " 0.420 -4.934433 1.994728 50.188454 29.976830 4.476112 \n", "... ... ... ... ... ... \n", " 377.475 -12.011627 -27.804131 -4.247818 3.850395 13.434708 \n", " 377.580 0.978722 12.072548 1.603668 16.085312 -8.246437 \n", " 377.685 -35.623386 9.984329 51.675240 1.970345 40.135155 \n", " 377.790 37.096939 -13.449570 17.217300 -12.686440 11.852051 \n", " 377.895 -14.316536 14.075386 20.446785 -9.932777 25.556366 \n", "\n", " vox 5 vox 6 vox 7 vox 8 vox 9 \\\n", "subject run t \n", "01 1 0.000 5.315056 38.903366 -3.039337 32.551918 -0.393822 \n", " 0.105 -13.776810 9.944603 -11.358437 31.305672 7.784973 \n", " 0.210 -7.587608 -1.707916 12.058693 -16.157364 -7.403816 \n", " 0.315 -26.392105 7.321220 50.494308 0.506996 22.063896 \n", " 0.420 9.072395 -2.892616 23.413216 -50.936028 16.053589 \n", "... ... ... ... ... ... \n", " 377.475 -13.325851 -11.991318 48.694641 -14.418465 17.417793 \n", " 377.580 -9.025551 -13.306900 13.437164 21.946548 -9.839020 \n", " 377.685 -20.763428 8.739861 -10.021568 34.045082 0.650864 \n", " 377.790 16.513260 3.448265 21.950768 23.538857 -1.577194 \n", " 377.895 5.452995 20.317551 32.211632 5.674583 7.165482 \n", "\n", " ... vox 710 vox 711 vox 712 vox 713 \\\n", "subject run t ... \n", "01 1 0.000 ... 35.238266 68.940781 -46.369797 -12.008331 \n", " 0.105 ... 29.101364 -1.237228 42.155609 2.658195 \n", " 0.210 ... -18.747169 -31.623734 -4.397873 79.508301 \n", " 0.315 ... -14.635651 -3.495102 5.431557 -13.444511 \n", " 0.420 ... 19.833023 1.415779 4.240707 38.267975 \n", "... ... ... ... ... ... \n", " 377.475 ... 11.003410 5.086433 9.591133 2.009270 \n", " 377.580 ... -13.095047 -42.527115 32.514877 -12.019234 \n", " 377.685 ... -23.774216 -25.980812 -27.767540 -10.051491 \n", " 377.790 ... -10.944649 12.543327 -3.919037 3.668861 \n", " 377.895 ... 2.156181 24.890739 -15.975510 27.382568 \n", "\n", " vox 714 vox 715 vox 716 vox 717 vox 718 \\\n", "subject run t \n", "01 1 0.000 2.939903 41.984879 14.404648 10.435143 17.629280 \n", " 0.105 33.851700 -17.355743 15.824417 20.952255 28.794029 \n", " 0.210 29.455460 -18.974419 -1.437408 45.921638 -24.293541 \n", " 0.315 -14.753075 -8.381844 -13.837997 27.244171 -5.284363 \n", " 0.420 15.010330 12.893593 -4.238487 62.481651 -34.293571 \n", "... ... ... ... ... ... \n", " 377.475 -1.192749 -31.425163 19.871819 9.320839 -31.430031 \n", " 377.580 20.575027 23.909904 -13.735153 -39.035683 -10.055534 \n", " 377.685 39.635025 14.152061 16.660095 34.088905 18.116859 \n", " 377.790 4.819633 9.076393 15.658363 -12.369011 -27.114166 \n", " 377.895 -13.209038 -3.198730 -20.116196 -11.395653 21.581970 \n", "\n", " vox 719 \n", "subject run t \n", "01 1 0.000 -18.974892 \n", " 0.105 20.434402 \n", " 0.210 8.289619 \n", " 0.315 -31.195488 \n", " 0.420 -0.052536 \n", "... ... \n", " 377.475 -43.894890 \n", " 377.580 -11.766006 \n", " 377.685 -3.807968 \n", " 377.790 -22.759338 \n", " 377.895 34.095779 \n", "\n", "[3600 rows x 720 columns]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t.fetch_fmri()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Fetching dataframe from attribute 'df_func_ica'\n" ] }, { "data": { "text/html": [ "
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vox 358vox 359vox 360vox 361vox 362
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" ], "text/plain": [ " vox 358 vox 359 vox 360 vox 361 vox 362\n", "subject run t \n", "01 1 0.000 -13.839142 -0.588173 -8.102196 -2.139931 4.546173\n", " 0.105 -15.945457 -1.409012 9.016457 -4.400345 -0.167259\n", " 0.210 3.386215 -2.018135 -1.606422 3.617538 -4.278763\n", " 0.315 4.105896 -4.456375 -5.251724 7.006035 1.271133\n", " 0.420 16.345734 -4.209183 -5.079575 0.242401 -9.488388" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# select columns\n", "func = utils.select_from_df(\n", " t.fetch_fmri(),\n", " indices=(358,363)\n", ")\n", "func.head()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Selected 'canonical_hrf_with_time_derivative'-basis sets (with 2 regressors)\n", "Adding event 'act' to model\n", "Adding event 'suppr_1' to model\n", "Adding event 'suppr_2' to model\n", "Fitting with 'ols' minimization\n", "Fitting completed\n", "Fetching subject/condition-wise time courses from \n" ] } ], "source": [ "# initialize the fitter\n", "dec = fitting.NideconvFitter(\n", " func,\n", " t.fetch_onsets(),\n", " basis_sets=\"canonical_hrf_with_time_derivative\",\n", " TR=0.105,\n", " interval=[-2,16],\n", " verbose=True,\n", " conf_intercept=False\n", ")\n", "\n", "dec.timecourses_condition()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "# average over the voxels and parse into list\n", "evs = utils.get_unique_ids(dec.tc_condition, id=\"event_type\")\n", "\n", "tc,se,pr = [],[],[]\n", "for i in evs:\n", " avg = utils.select_from_df(\n", " dec.tc_condition,\n", " expression=f\"event_type = {i}\"\n", " )\n", "\n", " pred = utils.select_from_df(\n", " dec.ev_predictions,\n", " expression=f\"event_type = {i}\"\n", " )\n", "\n", " tc.append(avg.mean(axis=1).values)\n", " se.append(avg.sem(axis=1).values)\n", " pr.append(pred.mean(axis=1).values)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## [LazyLine](https://github.com/gjheij/lazyfmri/blob/main/lazyfmri/fitting.py#L943): plot simple lines" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "\n", "# do some plotting\n", "pl = plotting.LazyLine(\n", " tc,\n", " xx=dec.time,\n", " figsize=(5,5),\n", " color=[\"#1B9E77\",\"#D95F02\",\"#4c75ff\"],\n", " error=se,\n", " line_width=2,\n", " labels=[\"center\",\"medium\",\"large\"],\n", " x_label=\"time\",\n", " y_label=\"magnitude\",\n", " add_hline=0\n", ")\n", "\n", "plotting.add_axvspan(\n", " pl.axs, \n", " ymax=0.1\n", ")" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "\n", "# do some plotting\n", "pl = plotting.LazyLine(\n", " [dec.func.mean(axis=1).values]+pr,\n", " figsize=(15,5),\n", " color=[\"#cccccc\",\"#1B9E77\",\"#D95F02\",\"#4c75ff\"],\n", " line_width=[0.2,2,2,2],\n", " labels=[\"data\",\"center\",\"medium\",\"large\"],\n", " x_label=\"time\",\n", " y_label=\"magnitude\",\n", " add_hline=0,\n", " markers=[\".\", None, None, None]\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## [DataFilter](http://github.com/gjheij/lazyfmri/blob/main/lazyfmri/preproc.py#L717): apply filter to entire dataframe" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Selected 'canonical_hrf_with_time_derivative'-basis sets (with 2 regressors)\n", "Adding event 'act' to model\n", "Adding event 'suppr_1' to model\n", "Adding event 'suppr_2' to model\n", "Fitting with 'ols' minimization\n", "Fitting completed\n", "Fetching subject/condition-wise time courses from \n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "\n", "filt = preproc.DataFilter(\n", " dec.func,\n", " filter_strategy=\"lp\"\n", ")\n", "\n", "# initialize the fitter\n", "dec = fitting.NideconvFitter(\n", " filt.df_filt,\n", " t.fetch_onsets(),\n", " basis_sets=\"canonical_hrf_with_time_derivative\",\n", " TR=0.105,\n", " interval=[-2,16],\n", " verbose=True,\n", " conf_intercept=False\n", ")\n", "\n", "dec.timecourses_condition()\n", "\n", "# average over the voxels and parse into list\n", "evs = utils.get_unique_ids(dec.tc_condition, id=\"event_type\")\n", "\n", "tc,se,pr = [],[],[]\n", "for i in evs:\n", " avg = utils.select_from_df(\n", " dec.tc_condition,\n", " expression=f\"event_type = {i}\"\n", " )\n", "\n", " pred = utils.select_from_df(\n", " dec.ev_predictions,\n", " expression=f\"event_type = {i}\"\n", " )\n", "\n", " tc.append(avg.mean(axis=1).values)\n", " se.append(avg.sem(axis=1).values)\n", " pr.append(pred.mean(axis=1).values)\n", "\n", "\n", "# do some plotting\n", "pl = plotting.LazyLine(\n", " [dec.func.mean(axis=1).values]+pr,\n", " xx=utils.get_unique_ids(dec.func, id=\"t\"),\n", " figsize=(15,5),\n", " color=[\"#cccccc\",\"#1B9E77\",\"#D95F02\",\"#4c75ff\"],\n", " line_width=[0.2,2,2,2],\n", " labels=[\"data\",\"center\",\"medium\",\"large\"],\n", " x_label=\"time\",\n", " y_label=\"magnitude\",\n", " add_hline=0,\n", " markers=[\".\", None, None, None],\n", " title={\n", " \"title\": \"low-pass filtered predictions\",\n", " \"fontweight\": \"bold\"\n", " }\n", ")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These classes also have the capability to extract relevant information from the deconvolved HRF profiles. The success of the estimation depends on the basis sets used and the quality of the data." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Deriving parameters from with 'HRFMetrics'\n" ] }, { "data": { "text/html": [ "
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magnitudemagnitude_ixfwhmfwhm_objtime_to_peakhalf_rise_timehalf_maxrise_slopeonset_timepositive_areaundershoot1st_deriv_magnitude1st_deriv_time_to_peak2nd_deriv_magnitude2nd_deriv_time_to_peak
subjectevent_typerunvox
01act1vox 3582.46742514854.364710<lazyfmri.fitting.FWHM object at 0x13ac59720>5.7985303.8056541.2337131.0054272.58527310.6581892.815127-0.1157841.192934-0.1741740.741302
vox 3592.80017012064.145993<lazyfmri.fitting.FWHM object at 0x13ac5a1d0>4.3333522.4468041.4000851.1821951.26384811.5742193.7001481.2413422.4217930.9189491.313719
vox 3602.78110211974.108069<lazyfmri.fitting.FWHM object at 0x13ac5ad70>4.2860882.4198241.3905511.1864021.24914311.3909453.6894961.2462292.3955350.9328201.297964
vox 3612.95097613284.450755<lazyfmri.fitting.FWHM object at 0x13ac58f40>4.9740392.9094691.4754881.1106321.57963713.1118103.7379241.1669812.9206890.7355781.670823
vox 3624.42642413164.438020<lazyfmri.fitting.FWHM object at 0x13ac5b4c0>4.9110212.8550352.2132121.6772321.53454919.6056485.6326601.7620652.8576701.1250111.618308
\n", "
" ], "text/plain": [ " magnitude magnitude_ix fwhm \\\n", "subject event_type run vox \n", "01 act 1 vox 358 2.467425 1485 4.364710 \n", " vox 359 2.800170 1206 4.145993 \n", " vox 360 2.781102 1197 4.108069 \n", " vox 361 2.950976 1328 4.450755 \n", " vox 362 4.426424 1316 4.438020 \n", "\n", " fwhm_obj \\\n", "subject event_type run vox \n", "01 act 1 vox 358 \n", " vox 359 \n", " vox 360 \n", " vox 361 \n", " vox 362 \n", "\n", " time_to_peak half_rise_time half_max \\\n", "subject event_type run vox \n", "01 act 1 vox 358 5.798530 3.805654 1.233713 \n", " vox 359 4.333352 2.446804 1.400085 \n", " vox 360 4.286088 2.419824 1.390551 \n", " vox 361 4.974039 2.909469 1.475488 \n", " vox 362 4.911021 2.855035 2.213212 \n", "\n", " rise_slope onset_time positive_area \\\n", "subject event_type run vox \n", "01 act 1 vox 358 1.005427 2.585273 10.658189 \n", " vox 359 1.182195 1.263848 11.574219 \n", " vox 360 1.186402 1.249143 11.390945 \n", " vox 361 1.110632 1.579637 13.111810 \n", " vox 362 1.677232 1.534549 19.605648 \n", "\n", " undershoot 1st_deriv_magnitude \\\n", "subject event_type run vox \n", "01 act 1 vox 358 2.815127 -0.115784 \n", " vox 359 3.700148 1.241342 \n", " vox 360 3.689496 1.246229 \n", " vox 361 3.737924 1.166981 \n", " vox 362 5.632660 1.762065 \n", "\n", " 1st_deriv_time_to_peak 2nd_deriv_magnitude \\\n", "subject event_type run vox \n", "01 act 1 vox 358 1.192934 -0.174174 \n", " vox 359 2.421793 0.918949 \n", " vox 360 2.395535 0.932820 \n", " vox 361 2.920689 0.735578 \n", " vox 362 2.857670 1.125011 \n", "\n", " 2nd_deriv_time_to_peak \n", "subject event_type run vox \n", "01 act 1 vox 358 0.741302 \n", " vox 359 1.313719 \n", " vox 360 1.297964 \n", " vox 361 1.670823 \n", " vox 362 1.618308 " ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dec.parameters_for_tc_subjects()\n", "dec.pars_subjects.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## [LazyBar](https://github.com/gjheij/lazyfmri/blob/main/lazyfmri/plotting.py#L1551): barplots including significance bars" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " W pval normal\n", "magnitude 0.961831 0.724179 True\n", "\n", " Source ddof1 ddof2 F p-unc np2\n", "0 event_type 2 12 17.535832 0.000274 0.74507\n", "\n", " Contrast A B Paired Parametric T dof \\\n", "1 event_type act suppr_2 True True 5.036345 4.0 \n", "0 event_type act suppr_1 True True 6.173944 4.0 \n", "2 event_type suppr_1 suppr_2 True True -0.784411 4.0 \n", "\n", " alternative p-unc p-corr p-adjust BF10 cohen distances \n", "1 two-sided 0.007301 0.014602 holm 8.849 3.556338 2 \n", "0 two-sided 0.003496 0.010487 holm 15.1 3.202325 1 \n", "2 two-sided 0.476649 0.476649 holm 0.505 -0.438658 1 \n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# which we can then flop into a LazyBar-object\n", "br = plotting.LazyBar(\n", " dec.pars_subjects,\n", " figsize=(2,5),\n", " x=\"event_type\",\n", " y=\"magnitude\",\n", " sns_offset=4,\n", " fancy=True,\n", " x_label=\"event type\",\n", " y_label=\"magnitude\",\n", " connect=True,\n", " points_color=\"k\",\n", " points_alpha=0.5,\n", " palette=[\"#1B9E77\",\"#D95F02\",\"#4c75ff\"],\n", " lbl_legend=[\"center\",\"medium\",\"large\"],\n", " bar_legend=True,\n", " bbox_to_anchor=(0.8,1)\n", ")\n", "\n", "# add the stats\n", "normality = pg.normality(br.data[br.y])\n", "is_normal = normality[\"normal\"][0]\n", "\n", "aov = glm.ANOVA(\n", " data=br.data,\n", " dv=br.y,\n", " between=br.x,\n", " # test=\"test\",\n", " parametric=is_normal,\n", " posthoc_kw={\n", " \"effsize\": \"cohen\",\n", " \"test\": \"test\",\n", " \"paired\": True,\n", " \"subject\": \"vox\",\n", " \"padjust\": \"holm\"\n", " }\n", ")\n", "\n", "aov.plot_bars( \n", " axs=br.ff,\n", " ast_frac=0,\n", " y_pos=1.15,\n", " line_separate_factor=-0.075\n", ")\n", "\n", "print(\"\\n\", normality)\n", "print(\"\\n\", aov.ano)\n", "print(\"\\n\", aov.posthoc_sorted)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## [LazyHist](https://github.com/gjheij/lazyfmri/blob/main/lazyfmri/plotting.py#L2234): plot histograms" ] }, { "cell_type": "code", "execution_count": 111, "metadata": {}, "outputs": [], "source": [ "glms = pd.read_csv(opj(data_dir,\"glms.csv\"), usecols=lambda column: not column.startswith(\"Unnamed\"))" ] }, { "cell_type": "code", "execution_count": 112, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "color = \"#1B9E77\"\n", "hist = plotting.LazyHist(\n", " utils.multiselect_from_df(\n", " glms,\n", " expression=[\n", " \"preproc = corr\",\n", " \"method = norm\",\n", " \"model = camel_deriv\"\n", " ]\n", " )[\"beta\"],\n", " figsize=(5,5),\n", " kde=True,\n", " color=color,\n", " kde_kwargs={\n", " \"linewidth\": 3,\n", " },\n", " hist_kwargs={\n", " \"alpha\": 0.3,\n", " \"fc\": color\n", " },\n", " x_label=\"beta\",\n", " y_label=\"density\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## [ParameterFitter](https://github.com/gjheij/lazyfmri/blob/main/lazyfmri/plotting.py#L2234): estimate parameters from double-gamma HRF\n", "\n", "The double-gamma HRF can also be described by a set of parameters (7), rather than a set of basissets that is used for deconvolution. Similar to pRF fitting, this becomes an optimization procedure. This class iteratively assesses the best combination of parameters that mimimizes the error between the prediction the HRF generates and the actual data." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "[Parallel(n_jobs=5)]: Using backend LokyBackend with 5 concurrent workers.\n", "[Parallel(n_jobs=5)]: Done 2 out of 5 | elapsed: 24.7s remaining: 37.1s\n", "[Parallel(n_jobs=5)]: Done 5 out of 5 | elapsed: 49.8s finished\n", "[Parallel(n_jobs=5)]: Using backend LokyBackend with 5 concurrent workers.\n", "[Parallel(n_jobs=5)]: Done 2 out of 5 | elapsed: 21.9s remaining: 32.9s\n", "[Parallel(n_jobs=5)]: Done 5 out of 5 | elapsed: 45.0s finished\n", "[Parallel(n_jobs=5)]: Using backend LokyBackend with 5 concurrent workers.\n", "[Parallel(n_jobs=5)]: Done 2 out of 5 | elapsed: 20.6s remaining: 30.8s\n", "[Parallel(n_jobs=5)]: Done 5 out of 5 | elapsed: 35.8s finished\n" ] } ], "source": [ "par = fitting.ParameterFitter(\n", " filt.df_filt,\n", " t.fetch_onsets()\n", ")\n", "\n", "par.fit(\n", " osf=1, # higher values slow down the convolution process, but are more accurate wrt the onsets\n", " verbose=True, \n", " n_jobs=None # \"None\" sets the number of jobs to the number of input voxels.. be careful with a large number of voxels. Use an integer value to constrain the process to a certain number of jobs.\n", ")" ] }, { "cell_type": "code", "execution_count": 98, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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vox 3626.04205112.1649100.8696120.8000020.4454679.99997514.638781
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" ], "text/plain": [ " a1 a2 b1 b2 \\\n", "subject event_type run vox \n", "01 act 1 vox 358 7.999986 10.000003 1.158610 0.800000 \n", " vox 359 4.911836 10.564334 1.076591 0.800003 \n", " vox 360 4.176546 11.129979 1.199997 0.800005 \n", " vox 361 4.000091 13.686921 1.199999 0.800004 \n", " vox 362 6.042051 12.164910 0.869612 0.800002 \n", "\n", " c d1 d2 \n", "subject event_type run vox \n", "01 act 1 vox 358 0.488982 4.907072 14.959780 \n", " vox 359 0.402760 9.999969 13.874413 \n", " vox 360 0.365645 9.651971 14.378838 \n", " vox 361 0.416347 2.082332 13.708682 \n", " vox 362 0.445467 9.999975 14.638781 " ] }, "execution_count": 98, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# from this, we can extract estimates of individual parameter estimates that generate the full HRF\n", "par.estimates.head()" ] }, { "cell_type": "code", "execution_count": 99, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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magnitudemagnitude_ixfwhmfwhm_objtime_to_peakhalf_rise_timehalf_maxrise_slopeonset_timepositive_areaundershoot1st_deriv_magnitude1st_deriv_time_to_peak2nd_deriv_magnitude2nd_deriv_time_to_peak
subjectevent_typerunvox
01act1vox 3582.35051574.289343<lazyplot.fitting.FWHM object at 0x138ac9850>7.2413795.0758911.1712000.7535763.5217019.0926185.1767640.7610635.1724140.2595724.137931
vox 3592.84257954.125753<lazyplot.fitting.FWHM object at 0x13802b690>5.1724142.6979761.421168NaNNaN11.2328702.9771841.0299123.1034480.4005421.034483
vox 3602.75317144.265000<lazyplot.fitting.FWHM object at 0x138019350>4.1379312.5075381.375451NaNNaN11.2255253.4704010.9256122.0689660.3927411.034483
vox 3612.87032355.245565<lazyplot.fitting.FWHM object at 0x137febdd0>5.1724142.4836311.434844NaNNaN14.9135311.6656880.9476622.0689660.3898941.034483
vox 3624.60240254.329915<lazyplot.fitting.FWHM object at 0x139e6cb50>5.1724143.0656002.2984181.6332591.65833719.3111703.8769981.6318643.1034480.6320602.068966
\n", "
" ], "text/plain": [ " magnitude magnitude_ix fwhm \\\n", "subject event_type run vox \n", "01 act 1 vox 358 2.350515 7 4.289343 \n", " vox 359 2.842579 5 4.125753 \n", " vox 360 2.753171 4 4.265000 \n", " vox 361 2.870323 5 5.245565 \n", " vox 362 4.602402 5 4.329915 \n", "\n", " fwhm_obj \\\n", "subject event_type run vox \n", "01 act 1 vox 358 \n", " vox 359 \n", " vox 360 \n", " vox 361 \n", " vox 362 \n", "\n", " time_to_peak half_rise_time half_max \\\n", "subject event_type run vox \n", "01 act 1 vox 358 7.241379 5.075891 1.171200 \n", " vox 359 5.172414 2.697976 1.421168 \n", " vox 360 4.137931 2.507538 1.375451 \n", " vox 361 5.172414 2.483631 1.434844 \n", " vox 362 5.172414 3.065600 2.298418 \n", "\n", " rise_slope onset_time positive_area \\\n", "subject event_type run vox \n", "01 act 1 vox 358 0.753576 3.521701 9.092618 \n", " vox 359 NaN NaN 11.232870 \n", " vox 360 NaN NaN 11.225525 \n", " vox 361 NaN NaN 14.913531 \n", " vox 362 1.633259 1.658337 19.311170 \n", "\n", " undershoot 1st_deriv_magnitude \\\n", "subject event_type run vox \n", "01 act 1 vox 358 5.176764 0.761063 \n", " vox 359 2.977184 1.029912 \n", " vox 360 3.470401 0.925612 \n", " vox 361 1.665688 0.947662 \n", " vox 362 3.876998 1.631864 \n", "\n", " 1st_deriv_time_to_peak 2nd_deriv_magnitude \\\n", "subject event_type run vox \n", "01 act 1 vox 358 5.172414 0.259572 \n", " vox 359 3.103448 0.400542 \n", " vox 360 2.068966 0.392741 \n", " vox 361 2.068966 0.389894 \n", " vox 362 3.103448 0.632060 \n", "\n", " 2nd_deriv_time_to_peak \n", "subject event_type run vox \n", "01 act 1 vox 358 4.137931 \n", " vox 359 1.034483 \n", " vox 360 1.034483 \n", " vox 361 1.034483 \n", " vox 362 2.068966 " ] }, "execution_count": 99, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# similar to deconvolution, we can call this function to extract relevant parameters from the HRF generated with the estimates\n", "par.parameters_for_tc_subjects()\n", "par.pars_subjects.head()" ] }, { "cell_type": "code", "execution_count": 105, "metadata": {}, "outputs": [], "source": [ "# the output from the parameter fitter is the same as those from deconvolution using nideconv, so we can use the same code to generate plots\n", "evs = utils.get_unique_ids(par.tc_condition, id=\"event_type\")\n", "\n", "tc1,se1,pr1 = [],[],[]\n", "for i in evs:\n", " avg = utils.select_from_df(\n", " par.tc_condition,\n", " expression=f\"event_type = {i}\"\n", " )\n", "\n", " pred = utils.select_from_df(\n", " par.ev_predictions,\n", " expression=f\"event_type = {i}\"\n", " )\n", "\n", " tc1.append(avg.mean(axis=1).values)\n", " se1.append(avg.sem(axis=1).values)\n", " pr1.append(pred.mean(axis=1).values)" ] }, { "cell_type": "code", "execution_count": 107, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%matplotlib inline\n", "\n", "# do some plotting\n", "pl = plotting.LazyLine(\n", " tc1,\n", " xx=utils.get_unique_ids(par.tc_condition, id=\"time\"),\n", " figsize=(5,5),\n", " color=[\"#1B9E77\",\"#D95F02\",\"#4c75ff\"],\n", " error=se1,\n", " line_width=2,\n", " labels=[\"center\",\"medium\",\"large\"],\n", " x_label=\"time\",\n", " y_label=\"magnitude\",\n", " add_hline=0\n", ")\n", "\n", "plotting.add_axvspan(\n", " pl.axs, \n", " ymax=0.1\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Summary Figure" ] }, { "cell_type": "code", "execution_count": 113, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,axs = plt.subplots(\n", " ncols=4,\n", " width_ratios=[0.2,0.05,0.2,0.4],\n", " figsize=(24,4),\n", " gridspec_kw={\n", " \"wspace\": 0.25\n", " }\n", ")\n", "\n", "# LazyLine\n", "pl = plotting.LazyLine(\n", " tc,\n", " xx=dec.time,\n", " axs=axs[0],\n", " color=[\"#1B9E77\",\"#D95F02\",\"#4c75ff\"],\n", " error=se,\n", " line_width=2,\n", " labels=[\"center\",\"medium\",\"large\"],\n", " x_label=\"time\",\n", " y_label=\"magnitude\",\n", " add_hline=0\n", ")\n", "\n", "plotting.add_axvspan(\n", " pl.axs, \n", " ymax=0.1\n", ")\n", "\n", "# LazyBar\n", "br = plotting.LazyBar(\n", " dec.pars_subjects,\n", " axs=axs[1],\n", " x=\"event_type\",\n", " y=\"magnitude\",\n", " sns_offset=4,\n", " fancy=True,\n", " x_label=\"event type\",\n", " y_label=\"magnitude\",\n", " connect=True,\n", " points_color=\"k\",\n", " points_alpha=0.5,\n", " palette=[\"#1B9E77\",\"#D95F02\",\"#4c75ff\"],\n", " lbl_legend=[\"center\",\"medium\",\"large\"],\n", ")\n", "\n", "# add the stats\n", "normality = pg.normality(br.data[br.y])\n", "is_normal = normality[\"normal\"][0]\n", "\n", "aov = glm.ANOVA(\n", " data=br.data,\n", " dv=br.y,\n", " between=br.x,\n", " # test=\"test\",\n", " parametric=is_normal,\n", " posthoc_kw={\n", " \"effsize\": \"cohen\",\n", " \"test\": \"test\",\n", " \"paired\": True,\n", " \"subject\": \"vox\",\n", " \"padjust\": \"holm\"\n", " }\n", ")\n", "\n", "aov.plot_bars( \n", " axs=br.ff,\n", " ast_frac=-0.015,\n", " y_pos=1.15,\n", " line_separate_factor=-0.075\n", ")\n", "\n", "# LazyHist\n", "plotting.LazyHist(\n", " utils.multiselect_from_df(\n", " glms,\n", " expression=[\n", " \"preproc = corr\",\n", " \"method = norm\",\n", " \"model = camel_deriv\"\n", " ]\n", " )[\"beta\"],\n", " axs=axs[2],\n", " kde=True,\n", " color=\"#1B9E77\",\n", " kde_kwargs={\n", " \"linewidth\": 3,\n", " },\n", " hist_kwargs={\n", " \"alpha\": 0.3,\n", " \"fc\": \"#1B9E77\"\n", " },\n", " x_label=\"beta\",\n", " y_label=\"density\"\n", ")\n", "\n", "# Timecourse (predictions)\n", "pl = plotting.LazyLine(\n", " [dec.func.mean(axis=1).values]+pr,\n", " xx=utils.get_unique_ids(dec.func, id=\"t\"),\n", " axs=axs[-1],\n", " color=[\"#cccccc\",\"#1B9E77\",\"#D95F02\",\"#4c75ff\"],\n", " line_width=[0.2,2,2,2],\n", " labels=[\"data\",\"center\",\"medium\",\"large\"],\n", " x_label=\"time\",\n", " y_label=\"magnitude\",\n", " add_hline=0,\n", " markers=[\".\", None, None, None],\n", ")\n", "\n", "plotting.fig_annot(\n", " fig,\n", " x0_corr=-0.7,\n", " x_corr=[-0.8,-0.9,-0.9],\n", " y=1\n", ")\n", "\n", "# fig.savefig(\n", "# opj(data_dir, \"example.png\"),\n", "# bbox_inches=\"tight\",\n", "# dpi=300,\n", "# facecolor=\"white\"\n", "# )" ] } ], "metadata": { "kernelspec": { "display_name": "base", "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": "3.9.16" } }, "nbformat": 4, "nbformat_minor": 2 }