@article{AllgaierSchleeLangguthetal.2021,
  author    = {Allgaier, Johannes and Schlee, Winfried and Langguth, Berthold and Probst, Thomas and Pryss, R{\"u}diger},
  title     = {Predicting the Gender of Individuals with Tinnitus based on Daily Life Data of the TrackYourTinnitus mHealth Platform},
  series = {Scientific Reports},
  volume    = {11},
  journal   = {Scientific Reports},
  number    = {1},
  doi       = {10.1038/s41598-021-96731-8},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-261753},
  year      = {2021},
  abstract  = {Tinnitus is an auditory phantom perception in the absence of an external sound stimulation. People with tinnitus often report severe constraints in their daily life. Interestingly, indications exist on gender differences between women and men both in the symptom profile as well as in the response to specific tinnitus treatments. In this paper, data of the TrackYourTinnitus platform (TYT) were analyzed to investigate whether the gender of users can be predicted. In general, the TYT mobile Health crowdsensing platform was developed to demystify the daily and momentary variations of tinnitus symptoms over time. The goal of the presented investigation is a better understanding of gender-related differences in the symptom profiles of users from TYT. Based on two questionnaires of TYT, four machine learning based classifiers were trained and analyzed. With respect to the provided daily answers, the gender of TYT users can be predicted with an accuracy of 81.7\%. In this context, worries, difficulties in concentration, and irritability towards the family are the three most important characteristics for predicting the gender. Note that in contrast to existing studies on TYT, daily answers to the worst symptom question were firstly investigated in more detail. It was found that results of this question significantly contribute to the prediction of the gender of TYT users. Overall, our findings indicate gender-related differences in tinnitus and tinnitus-related symptoms. Based on evidence that gender impacts the development of tinnitus, the gathered insights can be considered relevant and justify further investigations in this direction.},
  language  = {en}
}
@article{RogowskiLehmannGeroulaPrejbiszetal.2018,
  author    = {Rogowski-Lehmann, Natalie and Geroula, Aikaterini and Prejbisz, Aleksander and Timmers, Henri J. L. M. and Megerle, Felix and Robledo, Mercedes and Fassnacht, Martin and Fliedner, Stephanie M. J. and Reincke, Martin and Stell, Anthony and Januszewicz, Andrzej and Lenders, Jacques W. M. and Eisenhofer, Graeme and Beuschlein, Felix},
  title     = {Missed clinical clues in patients with pheochromocytoma/paraganglioma discovered by imaging},
  series = {Endocrine Connections},
  volume    = {7},
  journal   = {Endocrine Connections},
  number    = {11},
  doi       = {10.1530/EC-18-0318},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-226481},
  pages     = {1168-1177},
  year      = {2018},
  abstract  = {Background: Pheochromocytomas and paragangliomas (PPGLs) are rare but potentially harmful tumors that can vary in their clinical presentation. Tumors may be found due to signs and symptoms, as part of a hereditary syndrome or following an imaging procedure. Objective: To investigate potential differences in clinical presentation between PPGLs discovered by imaging (iPPGLs), symptomatic cases (sPPGLs) and those diagnosed during follow-up because of earlier disease/known hereditary mutations (fPPGL). Design: Prospective study protocol, which has enrolled patients from six European centers with confirmed PPGLs. Data were analyzed from 235 patients (37 iPPGLs, 36 sPPGLs, 27\% fPPGLs) and compared for tumor volume, biochemical profile, mutation status, presence of metastases and self-reported symptoms. iPPGL patients were diagnosed at a significantly higher age than fPPGLs (P<0.001), found to have larger tumors (P=0.003) and higher metanephrine and normetanephrine levels at diagnosis (P=0.021). Significantly lower than in sPPGL, there was a relevant number of self-reported symptoms in iPPGL (2.9 vs 4.3 symptoms, P< 0.001). In 16.2\% of iPPGL, mutations in susceptibility genes were detected, although this proportion was lower than that in fPPGL (60.9\%) and sPPGL (21.5\%). Patients with PPGLs detected by imaging were older, have higher tumor volume and more excessive hormonal secretion in comparison to those found as part of a surveillance program. Presence of typical symptoms indicates that in a relevant proportion of those patients, the PPGL diagnosis had been delayed. Precis: Pheochromocytoma/paraganglioma discovered by imaging are often symptomatic and carry a significant proportion of germline mutations in susceptibility genes.},
  subject      = {Biochemical-Diagnosis},
  language  = {en}
}