Gender-Specific Differences in Patients With Chronic Tinnitus - Baseline Characteristics and Treatment Effects

Study examining (1) how male and female tinnitus patients differ, (2) the extent to which gender is related to (tinnitus) questionnaire responses, and (3) which baseline questionnaire items are related to tinnitus distress, depression, and treatment response, only one gender.

Development and internal validation of a depression severity prediction model for tinnitus patients based on questionnaire responses and socio-demographics

Study predicting depression severity in tinnitus patients after treatment based on self-report questionnaire data acquired at baseline and ranking of features w.r.t. their attribution towards model prediction.

Tinnitus-related distress after multimodal treatment can be characterized using a key subset of baseline variables

A machine learning workflow to predict tinnitus distress after treatment based on self-report questionnaire data acquired at baseline and extraction of statistics and visualizations representing feature importance on a population-, subpopulation- and individual level.

Rupture Status Classification of Intracranial Aneurysms Using Morphological Parameters

We proposed a pipeline for morphological feature extraction and rupture status classification with subsequent feature ranking and inspection in intracranial aneurysms.