Sleep Disorders / 2015 / Article / Tab 8 / Review Article
Computer-Assisted Diagnosis of the Sleep Apnea-Hypopnea Syndrome: A Review Table 8 Validation of comprehensive approaches (see text for details).
= number of participants/recordings; A = Apnea; H = Hypopnea; OH = Obstructive Hypopnea; CH = Central Hypopnea; MH = Mixed Hypopnea; CA = Central Apnea; OA = Obstructive Apnea; MA = mixed apnea; AUC = areas under ROC curve; ACC = accuracy; S = single validation set.
Study source Database /ratio maleAge (mean ± std.) AHI (mean ± std.) Reference test Event definition Number of events Sensitivity (%) Specificity (%) Others Validation Fernández-Leal and Moret-Bonillo [87 ]
Complejo Hospitalario Universitario de A Coruña, Spain 10/— — — Same-night Level 1 PSG System SAMOA [90 , 91 ] 1243 91.3 (OA) 100 (CA) 83.7 (MA) 91.1 (OH) 100 (CH) 60.0 (MH) 93.6 (OA) 95.7 (CA) 99.8 (MA) 98.3 (OH) 98.7 (CH) 99.9 (MH) AUC = 0.92 (OA) 0.98 (CA) 0.92 (MA) 0.95 (OH) 0.99 (CH) 0.80 (MH) — Guimaraes et al. [89 ] — 3/— — — Same-night PSG (unknown level) — — 76.2 (Events) 75.8 (Events) — S Cabrero-Canosa et al. [90 , 91 ] Complejo Hospitalario Universitario de A Coruña, Spain 13/— — — Same-night Level 1 PSG — 1270 87.5 (Diagnosis/—) 100 (Diagnosis/—) ACC = 0.94 (Events) 0.80 (O) 0.92 (C) 0.85 (M) 0.92 (Diagnosis/—) S Alvarez-Estevez [92 ], Moret-Bonillo et al. [93 ] Sleep Heart Health Study [72 ] 26/0.69 68.5 ± 7.7 50.0 ± 30.5 Same-night Level 2 PSG Sleep Heart Health Study, reading center manual of operations [4 ] 8705 81.3 (events) 89.2 (A) 89.0 (H) 83.8 (OA) 78.3 (CA) 100 (diagnosis/10) 91.6 (Events) 89.0 (A) 89.2 (H) 78.3 (OA) 83.8 (CA) 33 (diagnosis/10) ACC = 0.89 (events) 0.89 (A) 0.89 (H) 0.82 (OA) 0.82 (CA) 0.92 (diagnosis/10) S