Heart rate variability indices for very short-term (30 beat) analysis. Part 2: validation
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作者:
Smith, Anne-Louise
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Flinders Univ S Australia, Med Device Res Inst, Adelaide, SA 5001, Australia
Flinders Med Ctr, Dept Biomed Engn, Adelaide, SA, AustraliaFlinders Univ S Australia, Med Device Res Inst, Adelaide, SA 5001, Australia
Smith, Anne-Louise
[1
,2
]
Owen, Harry
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Flinders Univ S Australia, Sch Med, Adelaide, SA 5001, AustraliaFlinders Univ S Australia, Med Device Res Inst, Adelaide, SA 5001, Australia
Owen, Harry
[3
]
Reynolds, Karen J.
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Flinders Univ S Australia, Med Device Res Inst, Adelaide, SA 5001, AustraliaFlinders Univ S Australia, Med Device Res Inst, Adelaide, SA 5001, Australia
Reynolds, Karen J.
[1
]
机构:
[1] Flinders Univ S Australia, Med Device Res Inst, Adelaide, SA 5001, Australia
[2] Flinders Med Ctr, Dept Biomed Engn, Adelaide, SA, Australia
[3] Flinders Univ S Australia, Sch Med, Adelaide, SA 5001, Australia
Heart rate variability (HRV) analysis over shorter periods may be useful for monitoring dynamic changes in autonomic nervous system activity where steady-state conditions are not maintained (e.g. during drug administration, or the start or end of exercise). This study undertakes a validation of 70 HRV indices that have previously been identified as possible for short-term use. The indices were validated over 10 x 30 beat windows using PhysioNet databases with physiological states of rest, active, exercising, sleeping, and meditating (N from 12 to 20). Baseline 95 % confidence intervals of the median were established with bootstrap resampling (10,000x). Statistical significance was assessed using the overlap of 95 % confidence intervals. Thirty-one indices could differentiate between resting and at least one physiological state using 30 beat windows. All respiratory sinus arrhythmia indices and Poincar, plot indices were strongly correlated to time domain measures (SDNN or RMSSD). Spectral indices using the Lomb-Scargle algorithm were able to correctly identify paradoxical shifts in power with meditation and reduced power in exercise. Some less-known indices gave interesting results: PolVar20 identified the higher sympathetic activity of exercise with the largest positive magnitude. These indices should now be considered for rigorous gold standard tests with pharmacological blockade.
机构:
Buckinghamshire New Univ, Res Ctr Soc & Hlth, Chalfont St Giles HP8 4AD, Bucks, EnglandBuckinghamshire New Univ, Res Ctr Soc & Hlth, Chalfont St Giles HP8 4AD, Bucks, England
Nunan, David
Donovan, Gay
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Buckinghamshire New Univ, Res Ctr Soc & Hlth, Chalfont St Giles HP8 4AD, Bucks, EnglandBuckinghamshire New Univ, Res Ctr Soc & Hlth, Chalfont St Giles HP8 4AD, Bucks, England
Donovan, Gay
Jakovljevic, Djordje G.
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Buckinghamshire New Univ, Res Ctr Soc & Hlth, Chalfont St Giles HP8 4AD, Bucks, EnglandBuckinghamshire New Univ, Res Ctr Soc & Hlth, Chalfont St Giles HP8 4AD, Bucks, England
Jakovljevic, Djordje G.
Hodges, Lynette D.
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Univ Bedfordshire, Dept Sport & Exercise Sci, Bedford, EnglandBuckinghamshire New Univ, Res Ctr Soc & Hlth, Chalfont St Giles HP8 4AD, Bucks, England
Hodges, Lynette D.
Sandercock, Gavin R. H.
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Univ Essex, Ctr Sports & Exercise Sci, Colchester CO4 3SQ, Essex, EnglandBuckinghamshire New Univ, Res Ctr Soc & Hlth, Chalfont St Giles HP8 4AD, Bucks, England
Sandercock, Gavin R. H.
Brodie, David A.
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Buckinghamshire New Univ, Res Ctr Soc & Hlth, Chalfont St Giles HP8 4AD, Bucks, EnglandBuckinghamshire New Univ, Res Ctr Soc & Hlth, Chalfont St Giles HP8 4AD, Bucks, England