Jan Phillip Bremer
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View article: Mozart for the brain - a pilot study on physiological effects of auditive stimulation in patients after aneurysmal subarachnoid hemorrhage
Mozart for the brain - a pilot study on physiological effects of auditive stimulation in patients after aneurysmal subarachnoid hemorrhage Open
Background: Classical music influences human physiology, such as the cerebral blood flow velocity (CBFV), in healthy controls and during recovery from ischemic stroke. Aim of this prospective pilot-study was to investigate the effect of cl…
View article: The sensorimotor basis of subjective experience in social synchronization behavior
The sensorimotor basis of subjective experience in social synchronization behavior Open
1. Abstract The sensorimotor contingency (SMC) theory addresses action and perception as constitutive factors to one another – what is being perceived depends on what we do and vice versa. Accordingly, perception is seen as an active proce…
View article: The Joint Vasculitis Registry in German-speaking countries (GeVas): subgroup analysis of 195 GCA patients
The Joint Vasculitis Registry in German-speaking countries (GeVas): subgroup analysis of 195 GCA patients Open
Regarding demographics, clinical manifestations and diagnostics, our study showed a similar composition compared to other studies. However, our data differed in terms of treatment regimens.
View article: Early prediction of ventricular peritoneal shunt dependency in aneurysmal subarachnoid haemorrhage patients by recurrent neural network-based machine learning using routine intensive care unit data
Early prediction of ventricular peritoneal shunt dependency in aneurysmal subarachnoid haemorrhage patients by recurrent neural network-based machine learning using routine intensive care unit data Open
Aneurysmal subarachnoid haemorrhage (aSAH) can lead to complications such as acute hydrocephalic congestion. Treatment of this acute condition often includes establishing an external ventricular drainage (EVD). However, chronic hydrocephal…
View article: Deep learning-based NT-proBNP prediction from the ECG for risk assessment in the community
Deep learning-based NT-proBNP prediction from the ECG for risk assessment in the community Open
Objectives The biomarker N-terminal pro B-type natriuretic peptide (NT-proBNP) has predictive value for identifying individuals at risk for cardiovascular disease (CVD). However, it is not widely used for screening in the general populatio…
View article: Deep learning based prediction of atrial fibrillation incidence from 1-lead ECGs: a model development and validation study
Deep learning based prediction of atrial fibrillation incidence from 1-lead ECGs: a model development and validation study Open
Introduction Wearables capable of deriving biomarkers such as 1-lead ECGs become largely available, therefore offering the potential to screen for prevalent and incident cardiovascular disease within the population. Screening for prevalent…
View article: Prediction of incident heart failure through deep learning-based analysis of 1-lead ECGs
Prediction of incident heart failure through deep learning-based analysis of 1-lead ECGs Open
Background/Introduction Identification of individuals at risk for heart failure (HF) can lead to early intervention. However, large scale screening for incident HF in the general population is insufficient, partly due to the limited capaci…
View article: The Joint Vasculitis Registry in German-speaking countries (GeVas): subgroup analysis of 266 AAV-patients
The Joint Vasculitis Registry in German-speaking countries (GeVas): subgroup analysis of 266 AAV-patients Open
Demographic characteristics are comparable to those in other European countries. Differences were found regarding ANCA status, frequencies of organ manifestations, and therapeutic regimens. The GeVas registry will allow longitudinal observ…
View article: Cluster Analysis to Explore Clinical Subphenotypes of Eosinophilic Granulomatosis With Polyangiitis
Cluster Analysis to Explore Clinical Subphenotypes of Eosinophilic Granulomatosis With Polyangiitis Open
Objective Previous studies suggested that distinct phenotypes of eosinophilic granulomatosis with polyangiitis (EGPA; formerly known as Churg-Strauss syndrome) could be determined by the presence or absence of antineutrophil cytoplasmic an…
View article: Using Mel-Spectrograms and 2D-CNNs to Detect Murmurs in Variable Length Phonocardiograms
Using Mel-Spectrograms and 2D-CNNs to Detect Murmurs in Variable Length Phonocardiograms Open
As part of the George B. Moody PhysioNet Challenge 2022, we developed a computational approach for identifying abnormal cardiac valve function from phonocardiograms (PCGs).Our team, uke-cardio, developed a deep learning model that uses mel…
View article: Outcome and clinical course of EHEC O104 infection in hospitalized patients: A prospective single center study
Outcome and clinical course of EHEC O104 infection in hospitalized patients: A prospective single center study Open
ObjectivesShiga-toxin producing O157:H7 Entero Haemorrhagic E. coli [STEC/EHEC] are the most common cause of Haemolytic Uraemic Syndrome [HUS] related to infectious haemorrhagic colitis. Nearly all recommendations on long term treatment of…