Article
Data-driven segmentation of audiometric phenotypes across a large clinical cohort.
Scientific reports - 21 Apr 2020
Parthasarathy Aravindakshan, Romero Pinto Sandra, Lewis Rebecca M, Goedicke William, Polley Daniel B
Abstract excerpt
Pure tone audiograms are used to assess the degree and underlying source of hearing loss. Audiograms are typically categorized into a few canonical types, each thought to reflect distinct pathologies of the ear. Here, we analyzed 116,400 patient records from our clinic collected over a 24-year period and found that standard categorization left 46% of patient records unclassified. To better account for the full...
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