Publications by authors named "Fabian Moeller"

Article Synopsis
  • A proof-of-concept study explored the use of machine learning (ML) models on pharmacovigilance (PV) data by dividing it into training, validation, and holdout datasets.
  • In the first component, ML models successfully identified specific risk factors linked to spinosad-related neurological and ocular clinical signs based on individual case safety reports (ICSRs).
  • The second component focused on distinguishing high-quality ICSRs from those with confounders, where the model achieved over a 10-fold increase in probability score for identifying the correct report, indicating promise for future applications of ML in animal health PV.
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Many recreational divers suffer medical conditions, potentially jeopardizing their safety. To scale down risks, medical examinations are mandatory and overwhelmingly performed using bicycle ergometry, which overlooks some important aspects of diving. Searching ergometric systems that better address the underwater environment, a systematic literature search was conducted using the keywords 'diving', 'fitness', 'ergometry', and 'exertion'.

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Background: Combined retinal degeneration and sensorineural hearing impairment is mostly due to autosomal recessive Usher syndrome (USH1: congenital deafness, early retinitis pigmentosa (RP); USH2: progressive hearing impairment, RP).

Methods: Sanger sequencing and NGS of 112 genes (Usher syndrome, nonsyndromic deafness, overlapping conditions), MLPA, and array-CGH were conducted in 138 patients clinically diagnosed with Usher syndrome.

Results: A molecular diagnosis was achieved in 97% of both USH1 and USH2 patients, with biallelic mutations in 97% (USH1) and 90% (USH2), respectively.

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Mutations in the RP2 gene lead to a severe form of X-linked retinitis pigmentosa. RP2 patients frequently present with nonsense mutations and no treatments are currently available to restore RP2 function. In this study, we reprogrammed fibroblasts from an RP2 patient carrying the nonsense mutation c.

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