a7 |
A7 spindle detection algorithm |
adanorm |
Adaptive Normalization of a Signal |
bandpass |
Bandpass Filter Function |
bands_psd |
Compute power spectral density of bands listed in the bands argument. |
chambon2018 |
Deep Learning Architecture for Temporal Sleep Stage Classification model implementation in Keras. |
check_events |
Check events dataframe format compliance. |
choi2018 |
Convolutional neural network for real-time apnea-hypopnea event detection during sleep |
ckappa |
Computes Cohen's Kappa for agreement in the case of 2 raters. |
clean_oximetry |
Clean Oximetry Signal |
create_xts |
Create an XTS Object from Resampled Signals |
detect_apneic_events |
Detect Apneic Events in SpO2 Signal Data |
detect_rem |
Detection of Rapid-Eye Movements (REMs) |
detect_rpeaks |
Detect R peaks in a raw ECG signal. |
epochs |
Split signals into consecutive, non-overlaping epochs according to an events dataframe or an epoch duration. |
hypnogram |
Filter and reorder an events dataframe or a hypnodensity to keep only sleep stages related-events. |
normalize_cycles |
Normalize sleep cycles scored on Noxturnal software from start and stop flags to unique events. |
periods |
Get a dataframe of sleep periods from a hypnogram, continuous or by stages. |
plot_event |
Highlight a scored event over a signal. |
plot_hypnodensity |
Plot a hypnodensity graph. |
plot_hypnogram |
Plot a hypnogram from an events dataframe. |
psm |
Power spectral density using adaptive sine multitaper. |
pwelch |
Power spectral density using Welch's method. |
read_events_compumedics |
Read a stages export from Compumedics software in .txt format. |
read_events_ndb |
Read events from a Resmed Noxturnal .ndb file. |
read_events_noxturnal |
Read a Noxturnal events file (Unicode CSV format) |
read_events_profusion |
Read a annotation file from Compumedics Profusion software in XML format. |
read_events_sleepedfx |
Read a SleepEDFX events file EDF+ |
read_mdf |
Read a Morpheo Data Format (MDF) directory to a list. |
schwabedal2018 |
Automated Classification of Sleep Stages in Mice with Deep Learning model implementation in Keras. |
score_mice |
Score mice sleep from European Data Format (EDF) files. |
score_psg |
Score 30 seconds epochs from European Data Format (EDF) files. |
segmentation |
Split signals into consecutive, overlapping segments. |
smooth_hypnogram |
Smooth hypnogram epoch, simulating human scorers behaviour. |
smooth_liang2012 |
Smooth hypnogram according to the 11 rules described by Liang & Al. |
spectrogram |
Plot the spectrogram of signal. |
stages_stats |
Get stages related statistics in a named vector. |
train_batches |
Trains a model from files batches. |
transitions |
Count and format stages transitions. |
tst90 |
Compute TST90, the percentage of time during sleep with an oxygen saturation below 90. |
write_batches_mice |
Write batches from mice records |
write_batches_psg |
Generates files batches from PSG data. |
write_channel |
Write a timeserie to disk using Morpheo Data Format (MDF) guidelines. |
write_hypnogram_compumedics |
Write a XML file containing scored stages for Compumedics software. |
write_mdf |
Write a European Data Format (EDF) record file to disk using Morpheo Data Format (MDF) guidelines |