Dataset Open Access

Continuous multi-sensor wearable data and daily subject-reported fatigue of heathy adults

De Luca, Valeria; Luo, Hongyu; Clay, Ieuan

Fatigue is a broad, multifactorial concept encompassing feelings of reduced physical and mental energy levels. Fatigue strongly impacts health-related quality of life across a huge range of conditions, yet, to date, tools available to understand fatigue are limited. We collected a total of 28 healthy adult subjects and 973 recording days. Recorded data included continuous multimodal wearable sensor time series on physical activity, vital signs, and other physiological parameters at 1-minute temporal resolution, and daily questionnaires (patient-reported outcome scores, PROs) on fatigue. When matching both sensor data and PROs, the datasets contains data from 27 subjects and 405 recording days.

Analysis of these multimodal digital data to inform, quantify, and augment subjectively captured non-pathological fatigue measures were published at Luo H., et. al. (2020), Assessment of Fatigue Using Wearable Sensors: A Pilot Study. Digit Biomark.

Demographics, sensor parameters and other information on this dataset can be found in the aforementioned manuscript and related supplementary material.

Files included are

  • fatiguePROs.csv: daily PROs for all subjects
  • subjectID_*.csv: sensor time series for each subject

Files (84.9 MB)
Name Size
fatiguePROs.csv
md5:c0f930f49f26ded623da7b812247e439
229.7 kB Download
subjectID_1.csv
md5:26c0aaf862a34f54c5e019e69483f6d6
989.7 kB Download
subjectID_10.csv
md5:ef8043c42caa81856049e4cda87adbc7
1.1 MB Download
subjectID_11.csv
md5:d36cdda268a273153ebfda21c032cb76
907.6 kB Download
subjectID_12.csv
md5:e9d0afaa6aa816a17b7ad5380d327802
934.4 kB Download
subjectID_13.csv
md5:7abfc7c4ec379d1a6869048f6f4b490d
1.1 MB Download
subjectID_14.csv
md5:6b2b5e7bc9f75cce426ee1f9f47168ad
1.1 MB Download
subjectID_15.csv
md5:e27e9df8db7a9bbd7ef332ccb58aaa02
1.2 MB Download
subjectID_16.csv
md5:9bf2ee6080a881e28b1123518df73403
1.0 MB Download
subjectID_17.csv
md5:bdfc800bb6c82e7165d88d4d9071a87e
1.2 MB Download
subjectID_18.csv
md5:b863c7ad784d562f911c82099715b7d8
1.0 MB Download
subjectID_19.csv
md5:5a746e72fa2976741133356dc39715d4
1.0 MB Download
subjectID_2.csv
md5:4b9e7781e1c27c919ef970936c6d02af
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subjectID_20.csv
md5:e5d8ae36e1a539839733117b3e9cdb61
1.0 MB Download
subjectID_21.csv
md5:4ac01207286224842f715f0557d9a97b
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subjectID_22.csv
md5:bcde75219a697914df35a4f5097702f7
1.2 MB Download
subjectID_23.csv
md5:60c64c8a12f8f60dcba5d618fc452956
9.9 MB Download
subjectID_24.csv
md5:cd9a5f25a5b95c37b51dac40e8a9a089
20.7 MB Download
subjectID_25.csv
md5:791f46a45627aa092bbb4daf6ba74d7a
3.8 MB Download
subjectID_26.csv
md5:73c9c7e99913da58b94f7550a5d3a731
14.8 MB Download
subjectID_27.csv
md5:f70229ec0b987e805b1fef44c6d38c59
11.8 MB Download
subjectID_28.csv
md5:adf172739de674e978b28f6b5fbff89d
1.8 MB Download
subjectID_3.csv
md5:b0412841bbcba228e1a0266a8b88e4ea
1.1 MB Download
subjectID_4.csv
md5:6e2c2774b55812a8551552fd4f4605e8
1.2 MB Download
subjectID_5.csv
md5:bf4587be5c8d14569058582a393d9152
1.1 MB Download
subjectID_6.csv
md5:6154a1c6575e2c1406015372c0565fd8
461.5 kB Download
subjectID_7.csv
md5:5fa45a7f663834257e2da67dbb5be9e6
756.1 kB Download
subjectID_8.csv
md5:ec9b34a401be85294a87f214b6727b57
1.4 MB Download
subjectID_9.csv
md5:507ccb7db17a831d16d16345384b14cc
977.2 kB Download
  • Luo H., et al. (2020). Assessment of Fatigue using Wearable Sensors: A Pilot Study. Digit Biomark

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