@article{HerrmannLotzKaragiannidisetal.2022,
  author    = {Herrmann, Johannes and Lotz, Christopher and Karagiannidis, Christian and Weber-Carstens, Steffen and Kluge, Stefan and Putensen, Christian and Wehrfritz, Andreas and Schmidt, Karsten and Ellerkmann, Richard K. and Oswald, Daniel and Lotz, G{\"o}sta and Zotzmann, Viviane and Moerer, Onnen and K{\"u}hn, Christian and Kochanek, Matthias and Muellenbach, Ralf and Gaertner, Matthias and Fichtner, Falk and Brettner, Florian and Findeisen, Michael and Heim, Markus and Lahmer, Tobias and Rosenow, Felix and Haake, Nils and Lepper, Philipp M. and Rosenberger, Peter and Braune, Stephan and Kohls, Mirjam and Heuschmann, Peter and Meybohm, Patrick},
  title     = {Key characteristics impacting survival of COVID-19 extracorporeal membrane oxygenation},
  series = {Critical Care},
  volume    = {26},
  journal   = {Critical Care},
  number    = {1},
  doi       = {10.1186/s13054-022-04053-6},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-299686},
  year      = {2022},
  abstract  = {Background Severe COVID-19 induced acute respiratory distress syndrome (ARDS) often requires extracorporeal membrane oxygenation (ECMO). Recent German health insurance data revealed low ICU survival rates. Patient characteristics and experience of the ECMO center may determine intensive care unit (ICU) survival. The current study aimed to identify factors affecting ICU survival of COVID-19 ECMO patients. Methods 673 COVID-19 ARDS ECMO patients treated in 26 centers between January 1st 2020 and March 22nd 2021 were included. Data on clinical characteristics, adjunct therapies, complications, and outcome were documented. Block wise logistic regression analysis was applied to identify variables associated with ICU-survival. Results Most patients were between 50 and 70 years of age. PaO\(_{2}\)/FiO\(_{2}\) ratio prior to ECMO was 72 mmHg (IQR: 58-99). ICU survival was 31.4\%. Survival was significantly lower during the 2nd wave of the COVID-19 pandemic. A subgroup of 284 (42\%) patients fulfilling modified EOLIA criteria had a higher survival (38\%) (p = 0.0014, OR 0.64 (CI 0.41-0.99)). Survival differed between low, intermediate, and high-volume centers with 20\%, 30\%, and 38\%, respectively (p = 0.0024). Treatment in high volume centers resulted in an odds ratio of 0.55 (CI 0.28-1.02) compared to low volume centers. Additional factors associated with survival were younger age, shorter time between intubation and ECMO initiation, BMI > 35 (compared to < 25), absence of renal replacement therapy or major bleeding/thromboembolic events. Conclusions Structural and patient-related factors, including age, comorbidities and ECMO case volume, determined the survival of COVID-19 ECMO. These factors combined with a more liberal ECMO indication during the 2nd wave may explain the reasonably overall low survival rate. Careful selection of patients and treatment in high volume ECMO centers was associated with higher odds of ICU survival.},
  language  = {en}
}
@article{HelmerHottenrottRodemersetal.2022,
  author    = {Helmer, Philipp and Hottenrott, Sebastian and Rodemers, Philipp and Leppich, Robert and Helwich, Maja and Pryss, R{\"u}diger and Kranke, Peter and Meybohm, Patrick and Winkler, Bernd E. and Sammeth, Michael},
  title     = {Accuracy and Systematic Biases of Heart Rate Measurements by Consumer-Grade Fitness Trackers in Postoperative Patients: Prospective Clinical Trial},
  series = {Journal of Medical Internet Research},
  volume    = {24},
  journal   = {Journal of Medical Internet Research},
  number    = {12},
  doi       = {10.2196/42359},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-299679},
  year      = {2022},
  abstract  = {Background: Over the recent years, technological advances of wrist-worn fitness trackers heralded a new era in the continuous monitoring of vital signs. So far, these devices have primarily been used for sports. Objective: However, for using these technologies in health care, further validations of the measurement accuracy in hospitalized patients are essential but lacking to date. Methods: We conducted a prospective validation study with 201 patients after moderate to major surgery in a controlled setting to benchmark the accuracy of heart rate measurements in 4 consumer-grade fitness trackers (Apple Watch 7, Garmin Fenix 6 Pro, Withings ScanWatch, and Fitbit Sense) against the clinical gold standard (electrocardiography). Results: All devices exhibited high correlation (r≥0.95; P<.001) and concordance (rc≥0.94) coefficients, with a relative error as low as mean absolute percentage error <5\% based on 1630 valid measurements. We identified confounders significantly biasing the measurement accuracy, although not at clinically relevant levels (mean absolute error<5 beats per minute). Conclusions: Consumer-grade fitness trackers appear promising in hospitalized patients for monitoring heart rate.},
  language  = {en}
}
@article{TanoeyBaechleBrenneretal.2022,
  author    = {Tanoey, Justine and Baechle, Christina and Brenner, Hermann and Deckert, Andreas and Fricke, Julia and G{\"u}nther, Kathrin and Karch, Andr{\´e} and Keil, Thomas and Kluttig, Alexander and Leitzmann, Michael and Mikolajczyk, Rafael and Obi, Nadia and Pischon, Tobias and Schikowski, Tamara and Schipf, Sabine M. and Schulze, Matthias B. and Sedlmeier, Anja and Moreno Vel{\´a}squez, Ilais and Weber, Katharina S. and V{\"o}lzke, Henry and Ahrens, Wolfgang and Gastell, Sylvia and Holleczek, Bernd and J{\"o}ckel, Karl-Heinz and Katzke, Verena and Lieb, Wolfgang and Michels, Karin B. and Schmidt, B{\"o}rge and Teismann, Henning and Becher, Heiko},
  title     = {Birth order, Caesarean section, or daycare attendance in relation to child- and adult-onset type 1 diabetes: results from the German National Cohort},
  series = {International Journal of Environmental Research and Public Health},
  volume    = {19},
  journal   = {International Journal of Environmental Research and Public Health},
  number    = {17},
  issn      = {1660-4601},
  doi       = {10.3390/ijerph191710880},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-286216},
  year      = {2022},
  abstract  = {(1) Background: Global incidence of type 1 diabetes (T1D) is rising and nearly half occurred in adults. However, it is unclear if certain early-life childhood T1D risk factors were also associated with adult-onset T1D. This study aimed to assess associations between birth order, delivery mode or daycare attendance and type 1 diabetes (T1D) risk in a population-based cohort and whether these were similar for childhood- and adult-onset T1D (cut-off age 15); (2) Methods: Data were obtained from the German National Cohort (NAKO Gesundheitsstudie) baseline assessment. Self-reported diabetes was classified as T1D if: diagnosis age ≤ 40 years and has been receiving insulin treatment since less than one year after diagnosis. Cox regression was applied for T1D risk analysis; (3) Results: Analyses included 101,411 participants (100 childhood- and 271 adult-onset T1D cases). Compared to "only-children", HRs for second- or later-born individuals were 0.70 (95\% CI = 0.50-0.96) and 0.65 (95\% CI = 0.45-0.94), respectively, regardless of parental diabetes, migration background, birth year and perinatal factors. In further analyses, higher birth order reduced T1D risk in children and adults born in recent decades. Caesarean section and daycare attendance showed no clear associations with T1D risk; (4) Conclusions: Birth order should be considered in both children and adults' T1D risk assessment for early detection.},
  language  = {en}
}
@article{KistThomaschewskiKecketal.2022,
  author    = {Kist, Markus and Thomaschewski, Michael and Keck, Yannick and Abdalla, Thaer S. A. and Zeissig, Sylke Ruth and Kleihues-van Tol, Kees and Wellner, Ulrich Friedrich and Keck, Tobias and Hoeppner, Jens and Hummel, Richard},
  title     = {Specifics of young gastric cancer patients: a population-based analysis of 46,110 patients with gastric cancer from the German Clinical Cancer Registry Group},
  series = {Cancers},
  volume    = {14},
  journal   = {Cancers},
  number    = {23},
  issn      = {2072-6694},
  doi       = {10.3390/cancers14235927},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-297473},
  year      = {2022},
  abstract  = {Introduction: 2-8\% of all gastric cancer occurs at a younger age, also known as early-onset gastric cancer (EOGC). The aim of the present work was to use clinical registry data to classify and characterize the young cohort of patients with gastric cancer more precisely. Methods: German Cancer Registry Group of the Society of German Tumor Centers—Network for Care, Quality and Research in Oncology (ADT)was queried for patients with gastric cancer from 2000-2016. An approach that stratified relative distributions of histological subtypes of gastric adenocarcinoma according to age percentiles was used to define and characterize EOGC. Demographics, tumor characteristics, treatment and survival were analyzed. Results: A total of 46,110 patients were included. Comparison of different groups of age with incidences of histological subtypes showed that incidence of signet ring cell carcinoma (SRCC) increased with decreasing age and exceeded pooled incidences of diffuse and intestinal type tumors in the youngest 20\% of patients. We selected this group with median age of 53 as EOGC. The proportion of female patients was lower in EOGC than that of elderly patients (43\% versus 45\%; p < 0.001). EOGC presented more advanced and undifferentiated tumors with G3/4 stages in 77\% versus 62\%, T3/4 stages in 51\% versus 48\%, nodal positive tumors in 57\% versus 53\% and metastasis in 35\% versus 30\% (p < 0.001) and received less curative treatment (42\% versus 52\%; p < 0.001). Survival of EOGC was significantly better (five-years survival: 44\% versus 31\% (p < 0.0001), with age as independent predictor of better survival (HR 0.61; p < 0.0001). Conclusion: With this population-based registry study we were able to objectively define a cohort of patients referred to as EOGC. Despite more aggressive/advanced tumors and less curative treatment, survival was significantly better compared to elderly patients, and age was identified as an independent predictor for better survival.},
  language  = {en}
}
@phdthesis{Quilitzsch2023,
  author    = {Quilitzsch, Anika},
  title     = {Charakterisierung der diastolischen Dysfunktion bei Schlaganfallpatienten},
  doi       = {10.25972/OPUS-32859},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-328597},
  school      = {Universit{\"a}t W{\"u}rzburg},
  year      = {2023},
  abstract  = {Wenige Publikationen besch{\"a}ftigen sich mit der diastolischen Dysfunktion (DD) bei Schlaganfallpatienten. Um diese Datenl{\"u}cke zu bearbeiten, wurden, im Rahmen der SICFAIL-Kohortenstudie, Schlaganfallpatienten hinsichtlich des Vorhandenseins einer diastolischen Funktionsst{\"o}rung in Anlehnung an, zum Zeitpunkt des Verfassens dieser Arbeit, aktuelle Empfehlungen anhand echokardiographischer Parameter eingeteilt und charakterisiert. Zudem konnten Erkenntnisse {\"u}ber Einflussfaktoren gewonnen werden, die mit einer DD assoziiert sind. Dabei zeigte sich, dass Schlaganfallpatienten mit einer diastolischen Funktionsst{\"o}rung {\"a}lter sind als Schlaganfallpatienten ohne DD und dass mit steigendem Lebensalter auch die Chance f{\"u}r eine DD ansteigt. Zudem bestand h{\"a}ufiger eine medikament{\"o}s behandelte aber auch eine unbehandelte arterielle Hypertonie, die mit dem Auftreten einer DD assoziiert ist. Diese Erkenntnisse decken sich mit den Ergebnissen verschiedener Arbeitsgruppen, die sich mit dem Vorkommen der DD in der Allgemeinbev{\"o}lkerung besch{\"a}ftigt haben. Die im Rahmen dieser Arbeit ermittelte Pr{\"a}valenz der diastolischen Funktionsst{\"o}rung bei Schlaganfallpatienten ist deutlich niedriger als diejenige, die in anderen Forschungsarbeiten herausgefunden wurde. Unterschiedliche Definitionen der DD k{\"o}nnen ein Grund daf{\"u}r sein. Es bedarf aber weitere Forschungsarbeit in diese Richtung genauso wie eine st{\"a}rkere Etablierung der aktuellen Definitionsgrundlagen der DD um umfassende und einheitliche Erkenntnisse {\"u}ber die diastolische Funktionsst{\"o}rung bei Schlaganfallpatienten und auch in der Allgemeinbev{\"o}lkerung zu erlangen. Zudem sollte ein weiteres Forschungsziel sein, m{\"o}gliche Einfl{\"u}sse der DD auf das Outcome der Patienten nach isch{\"a}mischem Schlaganfall zu identifizieren, um diese gezielt in die Erarbeitung von Pr{\"a}ventionsmaßnahmen aufzunehmen.},
  subject      = {Herzinsuffizienz},
  language  = {de}
}
@article{GelbrichMorbachDeutschbeinetal.2023,
  author    = {Gelbrich, G{\"o}tz and Morbach, Caroline and Deutschbein, Timo and Fassnacht, Martin and St{\"o}rk, Stefan and Heuschmann, Peter U.},
  title     = {The population comparison index: an intuitive measure to calibrate the extent of impairments in patient cohorts in relation to healthy and diseased populations},
  series = {International Journal of Environmental Research and Public Health},
  volume    = {20},
  journal   = {International Journal of Environmental Research and Public Health},
  number    = {3},
  issn      = {1660-4601},
  doi       = {10.3390/ijerph20032168},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-304933},
  year      = {2023},
  abstract  = {We assume that a specific health constraint, e.g., a certain aspect of bodily function or quality of life that is measured by a variable X, is absent (or irrelevant) in a healthy reference population (Ref0), and it is materially present and precisely measured in a diseased reference population (Ref1). We further assume that some amount of this constraint of interest is suspected to be present in a population under study (SP). In order to quantify this issue, we propose the introduction of an intuitive measure, the population comparison index (PCI), that relates the mean value of X in population SP to the mean values of X in populations Ref0 and Ref1. This measure is defined as PCI[X] = (mean[X|SP] - mean[X|Ref0])/(mean[X|Ref1] - mean[X|Ref0]) × 100[\%], where mean[X|.] is the average value of X in the respective group of individuals. For interpretation, PCI[X] ≈ 0 indicates that the values of X in the population SP are similar to those in population Ref0, and hence, the impairment measured by X is not materially present in the individuals in population SP. On the other hand, PCI[X] ≈ 100 means that the individuals in SP exhibit values of X comparable to those occurring in Ref1, i.e., the constraint of interest is equally present in populations SP and Ref1. A value of 0 < PCI[X] < 100 indicates that a certain percentage of the constraint is present in SP, and it is more than in Ref0 but less than in Ref1. A value of PCI[X] > 100 means that population SP is even more affected by the constraint than population Ref1.},
  language  = {en}
}
@article{HaarmannVollmuthKollikowskietal.2023,
  author    = {Haarmann, Axel and Vollmuth, Christoph and Kollikowski, Alexander M. and Heuschmann, Peter U. and Pham, Mirko and Stoll, Guido and Neugebauer, Hermann and Schuhmann, Michael K.},
  title     = {Vasoactive soluble endoglin: a novel biomarker indicative of reperfusion after cerebral large-vessel occlusion},
  series = {Cells},
  volume    = {12},
  journal   = {Cells},
  number    = {2},
  issn      = {2073-4409},
  doi       = {10.3390/cells12020288},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-304995},
  year      = {2023},
  abstract  = {Now that mechanical thrombectomy has substantially improved outcomes after large-vessel occlusion stroke in up to every second patient, futile reperfusion wherein successful recanalization is not followed by a favorable outcome is moving into focus. Unfortunately, blood-based biomarkers, which identify critical stages of hemodynamically compromised yet reperfused tissue, are lacking. We recently reported that hypoxia induces the expression of endoglin, a TGF-β co-receptor, in human brain endothelium in vitro. Subsequent reoxygenation resulted in shedding. Our cell model suggests that soluble endoglin compromises the brain endothelial barrier function. To evaluate soluble endoglin as a potential biomarker of reperfusion (-injury) we analyzed its concentration in 148 blood samples of patients with acute stroke due to large-vessel occlusion. In line with our in vitro data, systemic soluble endoglin concentrations were significantly higher in patients with successful recanalization, whereas hypoxia alone did not induce local endoglin shedding, as analyzed by intra-arterial samples from hypoxic vasculature. In patients with reperfusion, higher concentrations of soluble endoglin additionally indicated larger infarct volumes at admission. In summary, we give translational evidence that the sequence of hypoxia and subsequent reoxygenation triggers the release of vasoactive soluble endoglin in large-vessel occlusion stroke and can serve as a biomarker for severe ischemia with ensuing recanalization/reperfusion.},
  language  = {en}
}
@article{ThongDoegeWeisseretal.2023,
  author    = {Thong, Melissa S. Y. and Doege, Daniela and Weißer, Linda and Koch-Gallenkamp, Lena and Jansen, Lina and Bertram, Heike and Eberle, Andrea and Holleczek, Bernd and Nennecke, Alice and Waldmann, Annika and Zeissig, Sylke Ruth and Brenner, Hermann and Arndt, Volker},
  title     = {Persisting deficits in health-related quality of life of colorectal cancer survivors 14-24 years post-diagnosis: a population-based study},
  series = {Current Oncology},
  volume    = {30},
  journal   = {Current Oncology},
  number    = {3},
  issn      = {1718-7729},
  doi       = {10.3390/curroncol30030257},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-311084},
  pages     = {3373 -- 3390},
  year      = {2023},
  abstract  = {(1) Background: The health-related quality of life (HRQOL) of colorectal cancer (CRC) survivors >10 years post-diagnosis is understudied. We aimed to compare the HRQOL of CRC survivors 14-24 years post-diagnosis to that of age- and sex-matched non-cancer controls, stratified by demographic and clinical factors. (2) Methods: We used data from 506 long-term CRC survivors and 1489 controls recruited from German population-based multi-regional studies. HRQOL was assessed with the European Organization for Research and Treatment of Cancer Quality of Life Core-30 (EORTC QLQ-C30) questionnaire. We estimated differences in the HRQOL of CRC survivors and controls with multiple regression, adjusted for age at survey, sex, and education, where appropriate. (3) Results: CRC survivors reported poorer social functioning but better health status/QOL than controls. CRC survivors, in general, had higher levels of symptom burden, and in particular diarrhea and constipation, regardless of demographic or clinical factors. In stratified analyses, HRQOL differed by age, sex, cancer type, and having a permanent stoma. (4) Conclusions: Although CRC survivors may have a comparable health status/QOL to controls 14-24 years after diagnosis, they still live with persistent bowel dysfunction that can negatively impact aspects of functioning. Healthcare providers should provide timely and adapted follow-up care to ameliorate potential long-term suffering.},
  language  = {en}
}
@article{KirikkayisGallikWinteretal.2023,
  author    = {Kirikkayis, Yusuf and Gallik, Florian and Winter, Michael and Reichert, Manfred},
  title     = {BPMNE4IoT: a framework for modeling, executing and monitoring IoT-driven processes},
  series = {Future Internet},
  volume    = {15},
  journal   = {Future Internet},
  number    = {3},
  issn      = {1999-5903},
  doi       = {10.3390/fi15030090},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-304097},
  year      = {2023},
  abstract  = {The Internet of Things (IoT) enables a variety of smart applications, including smart home, smart manufacturing, and smart city. By enhancing Business Process Management Systems with IoT capabilities, the execution and monitoring of business processes can be significantly improved. Providing a holistic support for modeling, executing and monitoring IoT-driven processes, however, constitutes a challenge. Existing process modeling and process execution languages, such as BPMN 2.0, are unable to fully meet the IoT characteristics (e.g., asynchronicity and parallelism) of IoT-driven processes. In this article, we present BPMNE4IoT—A holistic framework for modeling, executing and monitoring IoT-driven processes. We introduce various artifacts and events based on the BPMN 2.0 metamodel that allow realizing the desired IoT awareness of business processes. The framework is evaluated along two real-world scenarios from two different domains. Moreover, we present a user study for comparing BPMNE4IoT and BPMN 2.0. In particular, this study has confirmed that the BPMNE4IoT framework facilitates the support of IoT-driven processes.},
  language  = {en}
}
@article{UngethuemWiedmannWagneretal.2023,
  author    = {Ungeth{\"u}m, K. and Wiedmann, S. and Wagner, M. and Leyh, R. and Ertl, G. and Frantz, S. and Geisler, T. and Karmann, W. and Prondzinsky, R. and Herdeg, C. and Noutsias, M. and Ludwig, T. and K{\"a}s, J. and Klocke, B. and Krapp, J. and Wood, D. and Kotseva, K. and St{\"o}rk, S. and Heuschmann, P. U.},
  title     = {Secondary prevention in diabetic and nondiabetic coronary heart disease patients: insights from the German subset of the hospital arm of the EUROASPIRE IV and V surveys},
  series = {Clinical Research in Cardiology},
  volume    = {112},
  journal   = {Clinical Research in Cardiology},
  number    = {2},
  doi       = {10.1007/s00392-022-02093-0},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-324037},
  pages     = {285-298},
  year      = {2023},
  abstract  = {Background Patients with coronary heart disease (CHD) with and without diabetes mellitus have an increased risk of recurrent events requiring multifactorial secondary prevention of cardiovascular risk factors. We compared prevalences of cardiovascular risk factors and its determinants including lifestyle, pharmacotherapy and diabetes mellitus among patients with chronic CHD examined within the fourth and fifth EUROASPIRE surveys (EA-IV, 2012-13; and EA-V, 2016-17) in Germany. Methods The EA initiative iteratively conducts European-wide multicenter surveys investigating the quality of secondary prevention in chronic CHD patients aged 18 to 79 years. The data collection in Germany was performed during a comprehensive baseline visit at study centers in W{\"u}rzburg (EA-IV, EA-V), Halle (EA-V), and T{\"u}bingen (EA-V). Results 384 EA-V participants (median age 69.0 years, 81.3\% male) and 536 EA-IV participants (median age 68.7 years, 82.3\% male) were examined. Comparing EA-IV and EA-V, no relevant differences in risk factor prevalence and lifestyle changes were observed with the exception of lower LDL cholesterol levels in EA-V. Prevalence of unrecognized diabetes was significantly lower in EA-V as compared to EA-IV (11.8\% vs. 19.6\%) while the proportion of prediabetes was similarly high in the remaining population (62.1\% vs. 61.0\%). Conclusion Between 2012 and 2017, a modest decrease in LDL cholesterol levels was observed, while no differences in blood pressure control and body weight were apparent in chronic CHD patients in Germany. Although the prevalence of unrecognized diabetes decreased in the later study period, the proportion of normoglycemic patients was low. As pharmacotherapy appeared fairly well implemented, stronger efforts towards lifestyle interventions, mental health programs and cardiac rehabilitation might help to improve risk factor profiles in chronic CHD patients.},
  language  = {en}
}
@article{WeissGruendahlDeckertetal.2023,
  author    = {Weiß, Martin and Gr{\"u}ndahl, Marthe and Deckert, J{\"u}rgen and Eichner, Felizitas A. and Kohls, Mirjam and St{\"o}rk, Stefan and Heuschmann, Peter U. and Hein, Grit},
  title     = {Differential network interactions between psychosocial factors, mental health, and health-related quality of life in women and men},
  series = {Scientific Reports},
  volume    = {13},
  journal   = {Scientific Reports},
  organization    = {STAAB-COVID Study Group},
  doi       = {10.1038/s41598-023-38525-8},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-357858},
  year      = {2023},
  abstract  = {Psychosocial factors affect mental health and health-related quality of life (HRQL) in a complex manner, yet gender differences in these interactions remain poorly understood. We investigated whether psychosocial factors such as social support and personal and work-related concerns impact mental health and HRQL differentially in women and men during the first year of the COVID-19 pandemic. Between June and October 2020, the first part of a COVID-19-specific program was conducted within the "Characteristics and Course of Heart Failure Stages A-B and Determinants of Progression (STAAB)" cohort study, a representative age- and gender-stratified sample of the general population of W{\"u}rzburg, Germany. Using psychometric networks, we first established the complex relations between personal social support, personal and work-related concerns, and their interactions with anxiety, depression, and HRQL. Second, we tested for gender differences by comparing expected influence, edge weight differences, and stability of the networks. The network comparison revealed a significant difference in the overall network structure. The male (N = 1370) but not the female network (N = 1520) showed a positive link between work-related concern and anxiety. In both networks, anxiety was the most central variable. These findings provide further evidence that the complex interplay of psychosocial factors with mental health and HRQL decisively depends on gender. Our results are relevant for the development of gender-specific interventions to increase resilience in times of pandemic crisis.},
  language  = {en}
}
@article{HerrmannMuellerNotzetal.2023,
  author    = {Herrmann, Johannes and M{\"u}ller, Kerstin and Notz, Quirin and H{\"u}bsch, Martha and Haas, Kirsten and Horn, Anna and Schmidt, Julia and Heuschmann, Peter and Maschmann, Jens and Frosch, Matthias and Deckert, J{\"u}rgen and Einsele, Hermann and Ertl, Georg and Frantz, Stefan and Meybohm, Patrick and Lotz, Christopher},
  title     = {Prospective single-center study of health-related quality of life after COVID-19 in ICU and non-ICU patients},
  series = {Scientific Reports},
  volume    = {13},
  journal   = {Scientific Reports},
  doi       = {10.1038/s41598-023-33783-y},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-357174},
  year      = {2023},
  abstract  = {Long-term sequelae in hospitalized Coronavirus Disease 2019 (COVID-19) patients may result in limited quality of life. The current study aimed to determine health-related quality of life (HRQoL) after COVID-19 hospitalization in non-intensive care unit (ICU) and ICU patients. This is a single-center study at the University Hospital of Wuerzburg, Germany. Patients eligible were hospitalized with COVID-19 between March 2020 and December 2020. Patients were interviewed 3 and 12 months after hospital discharge. Questionnaires included the European Quality of Life 5 Dimensions 5 Level (EQ-5D-5L), patient health questionnaire-9 (PHQ-9), the generalized anxiety disorder 7 scale (GAD-7), FACIT fatigue scale, perceived stress scale (PSS-10) and posttraumatic symptom scale 10 (PTSS-10). 85 patients were included in the study. The EQ5D-5L-Index significantly differed between non-ICU (0.78 ± 0.33 and 0.84 ± 0.23) and ICU (0.71 ± 0.27; 0.74 ± 0.2) patients after 3- and 12-months. Of non-ICU 87\% and 80\% of ICU survivors lived at home without support after 12 months. One-third of ICU and half of the non-ICU patients returned to work. A higher percentage of ICU patients was limited in their activities of daily living compared to non-ICU patients. Depression and fatigue were present in one fifth of the ICU patients. Stress levels remained high with only 24\% of non-ICU and 3\% of ICU patients (p = 0.0186) having low perceived stress. Posttraumatic symptoms were present in 5\% of non-ICU and 10\% of ICU patients. HRQoL is limited in COVID-19 ICU patients 3- and 12-months post COVID-19 hospitalization, with significantly less improvement at 12-months compared to non-ICU patients. Mental disorders were common highlighting the complexity of post-COVID-19 symptoms as well as the necessity to educate patients and primary care providers about monitoring mental well-being post COVID-19.},
  language  = {en}
}
@article{SchraderRuckBorgulyaetal.2023,
  author    = {Schrader, Hanna and Ruck, Jessica and Borgulya, G{\´a}bor and Parisi, Sandra and Ehlers-Mondorf, Jana and Kaduszkiewicz, Hanna and Joos, Stefanie and Grau, Anna and Linde, Klaus and G{\´a}gyor, Ildik{\´o}},
  title     = {Stress experiences of healthcare assistants in family practice at the onset of the COVID-19 pandemic},
  series = {Frontiers in Public Health},
  volume    = {11},
  journal   = {Frontiers in Public Health},
  issn      = {2296-2565},
  doi       = {10.3389/fpubh.2023.1238144},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-327427},
  year      = {2023},
  abstract  = {Background: At the beginning of the pandemic in 2020, healthcare assistants in general practices were confronted with numerous new challenges. The aim of the study was to investigate the stress factors of healthcare assistants in March/April 2020 as well as in the further course of the pandemic in 2020. Methods: From August to December 2020, 6,300 randomly selected healthcare assistants in four German states were invited to participate in the study. We performed a mixed methods design using semi-structured telephone interviews and a cross-sectional survey with quantitative and open questions. The feeling of psychological burden was assessed on a 6-point likert-scale. We defined stress factors and categorized them in patient, non-patient and organizational stress factors. The results of the three data sets were compared within a triangulation protocol. Results: One thousand two hundred seventy-four surveys were analyzed and 28 interviews with 34 healthcare assistants were conducted. Of the participants, 29.5\% reported experiences of a very high or high feeling of psychological burden in March/April 2020. Worries about the patients' health and an uncertainty around the new disease were among the patient-related stress factors. Non-patient-related stress factors were problems with the compatibility of work and family, and the fear of infecting relatives with COVID-19. Organizational efforts and dissatisfaction with governmental pandemic management were reported as organizational stress factors. Support from the employer and team cohesion were considered as important resources. Discussion: It is necessary to reduce stress among healthcare assistants by improving their working conditions and to strengthen their resilience to ensure primary healthcare delivery in future health crises.},
  language  = {en}
}
@article{BeierlePryssAizawa2023,
  author    = {Beierle, Felix and Pryss, R{\"u}diger and Aizawa, Akiko},
  title     = {Sentiments about mental health on Twitter — before and during the COVID-19 pandemic},
  series = {Healthcare},
  volume    = {11},
  journal   = {Healthcare},
  number    = {21},
  issn      = {2227-9032},
  doi       = {10.3390/healthcare11212893},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-355192},
  year      = {2023},
  abstract  = {During the COVID-19 pandemic, the novel coronavirus had an impact not only on public health but also on the mental health of the population. Public sentiment on mental health and depression is often captured only in small, survey-based studies, while work based on Twitter data often only looks at the period during the pandemic and does not make comparisons with the pre-pandemic situation. We collected tweets that included the hashtags \#MentalHealth and \#Depression from before and during the pandemic (8.5 months each). We used LDA (Latent Dirichlet Allocation) for topic modeling and LIWC, VADER, and NRC for sentiment analysis. We used three machine-learning classifiers to seek evidence regarding an automatically detectable change in tweets before vs. during the pandemic: (1) based on TF-IDF values, (2) based on the values from the sentiment libraries, (3) based on tweet content (deep-learning BERT classifier). Topic modeling revealed that Twitter users who explicitly used the hashtags \#Depression and especially \#MentalHealth did so to raise awareness. We observed an overall positive sentiment, and in tough times such as during the COVID-19 pandemic, tweets with \#MentalHealth were often associated with gratitude. Among the three classification approaches, the BERT classifier showed the best performance, with an accuracy of 81\% for \#MentalHealth and 79\% for \#Depression. Although the data may have come from users familiar with mental health, these findings can help gauge public sentiment on the topic. The combination of (1) sentiment analysis, (2) topic modeling, and (3) tweet classification with machine learning proved useful in gaining comprehensive insight into public sentiment and could be applied to other data sources and topics.},
  language  = {en}
}
@article{HelmerRodemersHottenrottetal.2023,
  author    = {Helmer, Philipp and Rodemers, Philipp and Hottenrott, Sebastian and Leppich, Robert and Helwich, Maja and Pryss, R{\"u}diger and Kranke, Peter and Meybohm, Patrick and Winkler, Bernd E. and Sammeth, Michael},
  title     = {Evaluating blood oxygen saturation measurements by popular fitness trackers in postoperative patients: a prospective clinical trial},
  series = {iScience},
  volume    = {26},
  journal   = {iScience},
  number    = {11},
  issn      = {2589-0042},
  doi       = {10.1016/j.isci.2023.108155},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-349913},
  year      = {2023},
  abstract  = {Summary Blood oxygen saturation is an important clinical parameter, especially in postoperative hospitalized patients, monitored in clinical practice by arterial blood gas (ABG) and/or pulse oximetry that both are not suitable for a long-term continuous monitoring of patients during the entire hospital stay, or beyond. Technological advances developed recently for consumer-grade fitness trackers could—at least in theory—help to fill in this gap, but benchmarks on the applicability and accuracy of these technologies in hospitalized patients are currently lacking. We therefore conducted at the postanaesthesia care unit under controlled settings a prospective clinical trial with 201 patients, comparing in total >1,000 oxygen blood saturation measurements by fitness trackers of three brands with the ABG gold standard and with pulse oximetry. Our results suggest that, despite of an overall still tolerable measuring accuracy, comparatively high dropout rates severely limit the possibilities of employing fitness trackers, particularly during the immediate postoperative period of hospitalized patients. Highlights •The accuracy of O2 measurements by fitness trackers is tolerable (RMSE ≲4\%) •Correlation with arterial blood gas measurements is fair to moderate (PCC = [0.46; 0.64]) •Dropout rates of fitness trackers during O2 monitoring are high (∼1/3 values missing) •Fitness trackers cannot be recommended for O2 measuring during critical monitoring},
  language  = {en}
}
@article{SchmiemannGreserMaunetal.2023,
  author    = {Schmiemann, Guido and Greser, Alexandra and Maun, Andy and Bleidorn, Jutta and Schuster, Angela and Miljukov, Olga and R{\"u}cker, Viktoria and Klingeberg, Anja and Mentzel, Anja and Minin, Vitalii and Eckmanns, Tim and Heintze, Christoph and Heuschmann, Peter and G{\´a}gyor, Ildik{\´o}},
  title     = {Effects of a multimodal intervention in primary care to reduce second line antibiotic prescriptions for urinary tract infections in women: parallel, cluster randomised, controlled trial},
  series = {BMJ},
  volume    = {383},
  journal   = {BMJ},
  issn      = {1756-1833},
  doi       = {10.1136/bmj-2023-076305},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-349395},
  year      = {2023},
  abstract  = {Objectives To evaluate whether a multimodal intervention in general practice reduces the proportion of second line antibiotic prescriptions and the overall proportion of antibiotic prescriptions for uncomplicated urinary tract infections in women. Design Parallel, cluster randomised, controlled trial. Setting General practices in five regions in Germany. Data were collected between 1 April 2021 and 31 March 2022. Participants General practitioners from 128 randomly assigned practices. Interventions Multimodal intervention consisting of guideline recommendations for general practitioners and patients, provision of regional data for antibiotic resistance, and quarterly feedback, which included individual first line and second line proportions of antibiotic prescribing, benchmarking with regional or supra-regional practices, and telephone counselling. Participants in the control group received no information on the intervention. Main outcome measures Primary outcome was the proportion of second line antibiotics prescribed by general practices, in relation to all antibiotics prescribed, for uncomplicated urinary tract infections after one year between the intervention and control group. General practices were randomly assigned in blocks (1:1), with a block size of four, into the intervention or control group using SAS version 9.4; randomisation was stratified by region. The secondary outcome was the prescription proportion of all antibiotics, relative within all cases (instances of UTI diagnosis), for the treatment of urinary tract infections after one year between the groups. Adverse events were assessed as exploratory outcomes. Results 110 practices with full datasets identified 10 323 cases during five quarters (ie, 15 months). The mean proportion of second line antibiotics prescribed was 0.19 (standard deviation 0.20) in the intervention group and 0.35 (0.25) in the control group after 12 months. After adjustment for preintervention proportions, the mean difference was -0.13 (95\% confidence interval -0.21 to -0.06, P\&lt;0.001). The overall proportion of all antibiotic prescriptions for urinary tract infections over 12 months was 0.74 (standard deviation 0.22) in the intervention and 0.80 (0.15) in the control group with a mean difference of -0.08 (95\% confidence interval -0.15 to -0.02, P\&lt;0.029). No differences were noted in the number of complications (ie, pyelonephritis, admission to hospital, or fever) between the groups. Conclusions The multimodal intervention in general practice significantly reduced the proportion of second line antibiotics and all antibiotic prescriptions for uncomplicated urinary tract infections in women. Trial registration German Clinical Trials Register (DRKS), DRKS00020389},
  language  = {en}
}
@phdthesis{Allgaier2024,
  author    = {Allgaier, Johannes},
  title     = {Machine Learning Explainability on Multi-Modal Data using Ecological Momentary Assessments in the Medical Domain},
  doi       = {10.25972/OPUS-35118},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-351189},
  school      = {Universit{\"a}t W{\"u}rzburg},
  year      = {2024},
  abstract  = {Introduction. Mobile health (mHealth) integrates mobile devices into healthcare, enabling remote monitoring, data collection, and personalized interventions. Machine Learning (ML), a subfield of Artificial Intelligence (AI), can use mHealth data to confirm or extend domain knowledge by finding associations within the data, i.e., with the goal of improving healthcare decisions. In this work, two data collection techniques were used for mHealth data fed into ML systems: Mobile Crowdsensing (MCS), which is a collaborative data gathering approach, and Ecological Momentary Assessments (EMA), which capture real-time individual experiences within the individual's common environments using questionnaires and sensors. We collected EMA and MCS data on tinnitus and COVID-19. About 15 \% of the world's population suffers from tinnitus. Materials \& Methods. This thesis investigates the challenges of ML systems when using MCS and EMA data. It asks: How can ML confirm or broad domain knowledge? Domain knowledge refers to expertise and understanding in a specific field, gained through experience and education. Are ML systems always superior to simple heuristics and if yes, how can one reach explainable AI (XAI) in the presence of mHealth data? An XAI method enables a human to understand why a model makes certain predictions. Finally, which guidelines can be beneficial for the use of ML within the mHealth domain? In tinnitus research, ML discerns gender, temperature, and season-related variations among patients. In the realm of COVID-19, we collaboratively designed a COVID-19 check app for public education, incorporating EMA data to offer informative feedback on COVID-19-related matters. This thesis uses seven EMA datasets with more than 250,000 assessments. Our analyses revealed a set of challenges: App user over-representation, time gaps, identity ambiguity, and operating system specific rounding errors, among others. Our systematic review of 450 medical studies assessed prior utilization of XAI methods. Results. ML models predict gender and tinnitus perception, validating gender-linked tinnitus disparities. Using season and temperature to predict tinnitus shows the association of these variables with tinnitus. Multiple assessments of one app user can constitute a group. Neglecting these groups in data sets leads to model overfitting. In select instances, heuristics outperform ML models, highlighting the need for domain expert consultation to unveil hidden groups or find simple heuristics. Conclusion. This thesis suggests guidelines for mHealth related data analyses and improves estimates for ML performance. Close communication with medical domain experts to identify latent user subsets and incremental benefits of ML is essential.},
  subject      = {Maschinelles Lernen},
  language  = {en}
}
@article{BellingerWehrmannRohdeetal.2023,
  author    = {Bellinger, Daniel and Wehrmann, Kristin and Rohde, Anna and Schuppert, Maria and St{\"o}rk, Stefan and Flohr-Jost, Michael and Gall, Dominik and Pauli, Paul and Deckert, J{\"u}rgen and Herrmann, Martin J. and Erhardt-Lehmann, Angelika},
  title     = {The application of virtual reality exposure versus relaxation training in music performance anxiety: a randomized controlled study},
  series = {BMC Psychiatry},
  volume    = {23},
  journal   = {BMC Psychiatry},
  doi       = {10.1186/s12888-023-05040-z},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-357833},
  year      = {2023},
  abstract  = {Background Performance anxiety is the most frequently reported anxiety disorder among professional musicians. Typical symptoms are - on a physical level - the consequences of an increase in sympathetic tone with cardiac stress, such as acceleration of heartbeat, increase in blood pressure, increased respiratory rate and tremor up to nausea or flush reactions. These symptoms can cause emotional distress, a reduced musical and artistical performance up to an impaired functioning. While anxiety disorders are preferably treated using cognitive-behavioral therapy with exposure, this approach is rather difficult for treating music performance anxiety since the presence of a public or professional jury is required and not easily available. The use of virtual reality (VR) could therefore display an alternative. So far, no therapy studies on music performance anxiety applying virtual reality exposure therapy have investigated the therapy outcome including cardiovascular changes as outcome parameters. Methods This mono-center, prospective, randomized and controlled clinical trial has a pre-post design with a follow-up period of 6 months. 46 professional and semi-professional musicians will be recruited and allocated randomly to an VR exposure group or a control group receiving progressive muscle relaxation training. Both groups will be treated over 4 single sessions. Music performance anxiety will be diagnosed based on a clinical interview using ICD-10 and DSM-5 criteria for specific phobia or social anxiety. A behavioral assessment test is conducted three times (pre, post, follow-up) in VR through an audition in a concert hall. Primary outcomes are the changes in music performance anxiety measured by the German B{\"u}hnenangstfragebogen and the cardiovascular reactivity reflected by heart rate variability (HRV). Secondary outcomes are changes in blood pressure, stress parameters such as cortisol in the blood and saliva, neuropeptides, and DNA-methylation. Discussion The trial investigates the effect of VR exposure in musicians with performance anxiety compared to a relaxation technique on anxiety symptoms and corresponding cardiovascular parameters. We expect a reduction of anxiety but also a consecutive improvement of HRV with cardiovascular protective effects. Trial registration This study was registered on clinicaltrials.gov. (ClinicalTrials.gov Number: NCT05735860)},
  language  = {en}
}
@article{HornKristLiebetal.2021,
  author    = {Horn, A. and Krist, L. and Lieb, W. and Montellano, F. A. and Kohls, M. and Haas, K. and Gelbrich, G. and Bolay-Gehrig, S. J. and Morbach, C. and Reese, J. P. and St{\"o}rk, S. and Fricke, J. and Zoller, T. and Schmidt, S. and Triller, P. and Kretzler, L. and R{\"o}nnefarth, M. and Von Kalle, C. and Willich, S. N. and Kurth, F. and Steinbeis, F. and Witzenrath, M. and Bahmer, T. and Hermes, A. and Krawczak, M. and Reinke, L. and Maetzler, C. and Franzenburg, J. and Enderle, J. and Flinspach, A. and Vehreschild, J. and Schons, M. and Illig, T. and Anton, G. and Ungeth{\"u}m, K. and Finkenberg, B. C. and Gehrig, M. T. and Savaskan, N. and Heuschmann, P. U. and Keil, T. and Schreiber, S.},
  title     = {Long-term health sequelae and quality of life at least 6 months after infection with SARS-CoV-2: design and rationale of the COVIDOM-study as part of the NAPKON population-based cohort platform (POP)},
  series = {Infection},
  volume    = {49},
  journal   = {Infection},
  number    = {6},
  issn      = {0300-8126},
  doi       = {10.1007/s15010-021-01707-5},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-308960},
  pages     = {1277-1287},
  year      = {2021},
  abstract  = {Purpose Over the course of COVID-19 pandemic, evidence has accumulated that SARS-CoV-2 infections may affect multiple organs and have serious clinical sequelae, but on-site clinical examinations with non-hospitalized samples are rare. We, therefore, aimed to systematically assess the long-term health status of samples of hospitalized and non-hospitalized SARS-CoV-2 infected individuals from three regions in Germany. Methods The present paper describes the COVIDOM-study within the population-based cohort platform (POP) which has been established under the auspices of the NAPKON infrastructure (German National Pandemic Cohort Network) of the national Network University Medicine (NUM). Comprehensive health assessments among SARS-CoV-2 infected individuals are conducted at least 6 months after the acute infection at the study sites Kiel, W{\"u}rzburg and Berlin. Potential participants were identified and contacted via the local public health authorities, irrespective of the severity of the initial infection. A harmonized examination protocol has been implemented, consisting of detailed assessments of medical history, physical examinations, and the collection of multiple biosamples (e.g., serum, plasma, saliva, urine) for future analyses. In addition, patient-reported perception of the impact of local pandemic-related measures and infection on quality-of-life are obtained. Results As of July 2021, in total 6813 individuals infected in 2020 have been invited into the COVIDOM-study. Of these, about 36\% wished to participate and 1295 have already been examined at least once. Conclusion NAPKON-POP COVIDOM-study complements other Long COVID studies assessing the long-term consequences of an infection with SARS-CoV-2 by providing detailed health data of population-based samples, including individuals with various degrees of disease severity. Trial registration Registered at the German registry for clinical studies (DRKS00023742).},
  language  = {en}
}
@phdthesis{vonderHeide2024,
  author    = {von der Heide, Julia Magdalena},
  title     = {Ist eine Berechnung der Geometrie der Halswirbelk{\"o}rper anhand ihrer Morphologie im Kindesalter und somit eine Individualisierung der CVM-Methode m{\"o}glich?},
  doi       = {10.25972/OPUS-36075},
  url       = {http://nbn-resolving.de/urn:nbn:de:bvb:20-opus-360753},
  school      = {Universit{\"a}t W{\"u}rzburg},
  year      = {2024},
  abstract  = {Ziel der vorliegenden Studie war es zu untersuchen, ob anhand geometrischer Merkmale der HWK im Kindesalter eine sichere individuelle Vorhersage der Morphologie der HWK zum Ende der Entwicklung m{\"o}glich ist. Hierdurch k{\"o}nnte eine Individualisierung der CVM-Methode und somit eine Einsch{\"a}tzung des bereits verstrichenen Wachstums erfolgen. Zu diesem Zweck wurden insgesamt 1377 FRS-Aufnahmen von 267 Patienten - 110 weibliche und 157 m{\"a}nnliche - aus dem Archiv der Poliklinik f{\"u}r Kieferorthop{\"a}die des Universit{\"a}tsklinikums W{\"u}rzburg digitalisiert und untersucht. Die HWK wurden im Programm OnyxCeph (Herst.: Image Instruments GmbH) quantifiziert und die berechneten Werte mit der Software SPSS statistisch ausgewertet. Mittels linearer Regressionen wurde versucht, anhand der Morphologie der Wirbelk{\"o}rper vor dem puberalen Wachstumsschub auf die Geometrie der HWK im Erwachsenenalter zu schließen. Zur Illustrierung wurden Streudiagramm und die dazugeh{\"o}rigen Abfolgen von R{\"o}ntgenbildern dargestellt. Eine Sch{\"a}tzung der Geometrie der HWK im Erwachsenenalter w{\"u}rde bei den separat betrachteten Parametern und bei einer gemeinsamen Betrachtung der Parameter kaum zu korrekten Einsch{\"a}tzungen f{\"u}hren. Die Streudiagramme mit den Bilderabfolgen st{\"u}tzen diese These ebenfalls und illustrieren die m{\"o}gliche Fehleinsch{\"a}tzung der Geometrie. Die Ergebnisse der Studie zeigen erneut, dass die Geometrie der HWK im Erwachsenenalter sehr variabel ist, wie komplex die Entwicklung der HWK ist und dass anhand ihrer Geometrie im Kindesalter keine sichere Einsch{\"a}tzung der skelettalen Reife m{\"o}glich ist. Eine Individualisierung der CVM-Methode ist anhand der in dieser Studie untersuchten Parameter nicht m{\"o}glich. Somit l{\"a}sst sich schlussfolgern, dass die CVM-Methode nicht als alleinige Methode zur pr{\"a}zisen skelettalen Alterseinsch{\"a}tzung verl{\"a}sslich genutzt werden kann, sondern f{\"u}r eine sichere Beurteilung weitere Reifeindikatoren hinzugezogen werden sollten. Allerdings sollten hierzu zus{\"a}tzliche radiologische Untersuchungen, wie beispielsweise die Handr{\"o}ntgenaufnahme, nur dann durchgef{\"u}hrt werden, wenn diese dem ALARA-Prinzip entsprechen.},
  subject      = {Skelett},
  language  = {de}
}