From 51e9b4528e9657c9b5ce0aabdc5398f6dd80cfad Mon Sep 17 00:00:00 2001 From: Marc Weitz Date: Wed, 11 Sep 2024 09:33:25 +0200 Subject: [PATCH] adds TiB description --- docs/source/example_notebooks/analyze_data.ipynb | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/docs/source/example_notebooks/analyze_data.ipynb b/docs/source/example_notebooks/analyze_data.ipynb index 2c29a67..ba256df 100644 --- a/docs/source/example_notebooks/analyze_data.ipynb +++ b/docs/source/example_notebooks/analyze_data.ipynb @@ -205,7 +205,8 @@ "source": [ "Identify Time in Bed periods\n", "----------------------------\n", - "\n" + "\n", + "Time in Bed identification is implemented in the `paat.detect_time_in_bed_weitz2024` which is based on a bidirectional LSTM models as described by Weitz et al. (under review). Time in bed is detected on a 1min resolution with averaged acceleration values per minute, so it is also possible to apply this algorithm after the data has been resampled. However, note that in this case, you have to adjust the sampling frequency accordingly (e.g., if you have resampled to 1s, then the sample frequency should be 1, if you have resampled to 1min then the sample frequency should be 1/60, etc.)." ] }, {