20 results on '"Rau, T."'
Search Results
2. MRI-guided active surveillance without re-biopsy in patients with ISUP 1 and 2 prostate cancer – results of radical prostatectomy and mid-term follow up of the prospective PROMM-AS study
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Radtke, J.P., primary, Al-Monajjed, R., additional, Arsov, C., additional, Valentin, B., additional, Ullrich, T., additional, Boschheidgen, M., additional, Hadaschik, B., additional, Giganti, F., additional, Giessing, M., additional, Lopez-Cotarelo, C., additional, Rau, T., additional, Esposito, I., additional, Antoch, G., additional, Schimmöller, L., additional, and Albers, P., additional
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- 2024
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3. MRI-guided active surveillance in patients with ISUP 1 prostate cancer – A multi-institutional validation of the discrimination of the PRECISE Score
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Sushentsev, N., primary, Wiesenfarth, M., additional, Dixius, M., additional, Kastner, C., additional, Borkowetz, A., additional, Platzek, I., additional, Thomas, C., additional, Kesch, C., additional, Umutlu, L., additional, Reis, H., additional, Rau, T., additional, Lenders, L., additional, Spahn, M., additional, Boschheidgen, M., additional, Antoch, G., additional, Albers, P., additional, Barrett, T., additional, Schimmöller, L., additional, Hadaschik, B., additional, and Radtke, J.P., additional
- Published
- 2024
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4. MRI-guided active surveillance in patients with ISUP 1 prostate cancer - a multi-institutional validation of the discrimination of the PRECISE score
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Radtke, JP, Sushentsev, N, Wiesenfarth, M, Dixius, M, Kastner, C, Borkowetz, A, Thomas, C, Platzke, I, Kesch, C, Umutlu, L, Reis, H, Rau, T, Lenders, L, Spahn, M, Boschheidgen, M, Antoch, G, Barrett, T, Schimmöller, L, Hadaschik, B, Radtke, JP, Sushentsev, N, Wiesenfarth, M, Dixius, M, Kastner, C, Borkowetz, A, Thomas, C, Platzke, I, Kesch, C, Umutlu, L, Reis, H, Rau, T, Lenders, L, Spahn, M, Boschheidgen, M, Antoch, G, Barrett, T, Schimmöller, L, and Hadaschik, B
- Published
- 2024
5. MRI-guided active surveillance in patients with ISUP 1 and 2 prostate cancer - results of radical prostatectomy and follow up of the PROMM-AS study
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Radtke, JP, Al-Monajjed, R, Arsov, C, Valentin, B, Ullrich, T, Boschheidgen, M, Hadaschik, B, Giganti, F, Gießing, M, Lopez-Cotarelo, C, Rau, T, Esposito, I, Antoch, G, Schimmöller, L, Albers, P, Radtke, JP, Al-Monajjed, R, Arsov, C, Valentin, B, Ullrich, T, Boschheidgen, M, Hadaschik, B, Giganti, F, Gießing, M, Lopez-Cotarelo, C, Rau, T, Esposito, I, Antoch, G, Schimmöller, L, and Albers, P
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- 2024
6. Time to first recurrence, pattern of recurrence, and survival after recurrence in endometrial cancer according to the molecular classification
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Siegenthaler, F, Lindemann, K, Epstein, E, Rau, T T, Nastic, D, Ghaderi, M, Rydberg, F, Mueller, M D, Carlson, J, and Imboden, S
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Cohort Studies ,Oncology ,Humans ,570 Life sciences ,biology ,Obstetrics and Gynecology ,Female ,610 Medicine & health ,Neoplasm Recurrence, Local ,Tumor Suppressor Protein p53 ,Prognosis ,Endometrial Neoplasms ,Retrospective Studies - Abstract
OBJECTIVE Despite its generally favorable prognosis at primary diagnosis, recurrence of endometrial cancer remains an important clinical challenge. The aim of this study was to analyze the value of molecular classification in recurrent endometrial cancer. METHODS This study included patients with recurrent endometrial cancer who underwent primary surgical treatment between 2004 and 2015 at the Karolinska University Hospital, Sweden and the Bern University Hospital, Switzerland (KImBer cohort) with molecular classification of the primary tumor. RESULTS Out of 594 molecularly classified endometrial cancer patients, 101 patients experienced recurrence, consisting of 2 POLEmut, 33 MMRd, 30 p53abn, and 36 NSMP tumors. Mean age at recurrence was 71 years and mean follow-up was 54 months. Overall, median time to first recurrence was 16 months (95% CI 12-20); with the shortest median time in MMRd patients, with 13 months (95% CI 5-21). The pattern of recurrence was distinct among molecular subgroups: MMRd tumors experienced more locoregional, while p53abn cases showed more abdominal recurrences (P = .042). Median survival after recurrence was best for MMRd cases (43 months, 95% CI 11-76), compared to 39 months (95% CI 21-57) and 10 months (95% CI 7-13) for the NSMP and p53abn cases respectively (log-rank, P = .001). CONCLUSION Molecular classification is a significant indicator of survival after recurrence in endometrial cancer patients, and patterns of recurrence differ by molecular subgroups. While MMRd endometrial cancer show more locoregional recurrence and the best survival rates after recurrence, p53abn patients experience abdominal recurrence more often and had the worst prognosis of all recurrent patients.
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- 2022
7. Multi-colour FISH in oesophageal adenocarcinoma—predictors of prognosis independent of stage and grade
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Geppert, C-I, Rümmele, P, Sarbia, M, Langer, R, Feith, M, Morrison, L, Pestova, E, Schneider-Stock, R, Hartmann, A, Rau, T T, Geppert, C-I, Rümmele, P, Sarbia, M, Langer, R, Feith, M, Morrison, L, Pestova, E, Schneider-Stock, R, Hartmann, A, and Rau, T T
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- 2022
8. 76. Comparing the effect of disinfectants on pork abattoir surface hygiene after sanitation
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D'Souza, D.N., primary, Vandewinkel, P., additional, Hewitt, R.J.E., additional, and Rau, T., additional
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- 2021
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9. A0826 - MRI-guided active surveillance in patients with ISUP 1 prostate cancer – A multi-institutional validation of the discrimination of the PRECISE Score.
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Sushentsev, N., Wiesenfarth, M., Dixius, M., Kastner, C., Borkowetz, A., Platzek, I., Thomas, C., Kesch, C., Umutlu, L., Reis, H., Rau, T., Lenders, L., Spahn, M., Boschheidgen, M., Antoch, G., Albers, P., Barrett, T., Schimmöller, L., Hadaschik, B., and Radtke, J.P.
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WATCHFUL waiting , *PROSTATE cancer - Published
- 2024
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10. A0815 - MRI-guided active surveillance without re-biopsy in patients with ISUP 1 and 2 prostate cancer – results of radical prostatectomy and mid-term follow up of the prospective PROMM-AS study.
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Radtke, J.P., Al-Monajjed, R., Arsov, C., Valentin, B., Ullrich, T., Boschheidgen, M., Hadaschik, B., Giganti, F., Giessing, M., Lopez-Cotarelo, C., Rau, T., Esposito, I., Antoch, G., Schimmöller, L., and Albers, P.
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RADICAL prostatectomy , *WATCHFUL waiting , *PROSTATE cancer , *LONGITUDINAL method - Published
- 2024
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11. Incidental findings of borderline ovarian tumor or ovarian cancer - real-world data on surgical and oncological outcomes.
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Joder C, Smaadahl-Wey C, Zumwald L, Saner F, Rauh C, Hofer S, Wampfler J, Schlootz S, Rau T, Christe L, Solass W, Imboden S, Mueller MD, and Siegenthaler F
- Abstract
Introduction: Centralization of ovarian cancer treatment is associated with higher rates of optimal surgery and longer survival. However, preoperative diagnosis of ovarian cancer is challenging and some diagnoses are made incidentally after surgery. This study investigated the surgical and oncological outcomes of patients with incidental findings of borderline ovarian tumors or ovarian cancer who were centralized postoperatively and treated with a two-stage surgical procedure, and compared these with those of patients with adnexal masses of suspected malignancy who were offered a single-stage surgical procedure with intraoperative frozen section in a tertiary hospital., Methods: A database of 390 patients with adnexal masses and surgical treatment at the Bern University Hospital, Switzerland was retrospectively reviewed to identify patients with borderline ovarian tumors or ovarian cancer between 2010 and 2020., Results: Among 390 patients with adnexal masses, 223 were diagnosed with a borderline ovarian tumor or ovarian cancer. Compared with patients with suspected malignancy and a centralized single-stage surgical procedure, patients with an incidental postoperative malignancy diagnosis and a two-stage surgical procedure underwent more surgical interventions (1.3 vs. 2.1 p<.001) and had a longer time interval from diagnosis to initiation of chemotherapy (33.3 vs. 45.1 p=.005) and to completion of surgical cytoreduction (31.9 vs. 73.7 days, p<.001). However, there were no differences in the rates of complete cytoreduction (90.0% vs. 93.2%, p=.719), intraoperative (11.3% vs. 13.7%, p=.664) or postoperative (38.7% vs. 37.0%, p=.884) complication rates, and number of hospitalization days (11.1 vs. 12.0 days, p=.369). An incidental diagnosis of malignancy with postoperative referral was neither associated with an increased risk of recurrence (hazard ratio (HR) 0.8, 95% confidence interval (CI) 0.6-1.8, p=.839) nor death (HR 0.7, 95% CI 0.4-1.1, p=.113), and there was no difference in mean recurrence-free survival between the study subgroups., Discussion: Although patients with incidental findings of borderline ovarian tumors or ovarian cancer treated with a two-stage surgical procedure had a longer time to completion of surgical staging and initiation of chemotherapy, our results showed no negative impact on oncological outcomes., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision., (Copyright © 2024 Joder, Smaadahl-Wey, Zumwald, Saner, Rauh, Hofer, Wampfler, Schlootz, Rau, Christe, Solass, Imboden, Mueller and Siegenthaler.)
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- 2024
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12. p53 Abnormal (Copy Number High) Endometrioid Endometrial Carcinoma Has a Prognosis Indistinguishable From Serous Carcinoma.
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Vaziri Fard E, Imboden S, Rau T, Epstein E, Petta TB, Walia S, and Carlson JW
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- Humans, Female, Prognosis, Middle Aged, Aged, Cystadenocarcinoma, Serous pathology, Cystadenocarcinoma, Serous genetics, Cystadenocarcinoma, Serous diagnosis, Cystadenocarcinoma, Serous mortality, Aged, 80 and over, Adult, DNA Polymerase II genetics, Poly-ADP-Ribose Binding Proteins genetics, Endometrial Neoplasms pathology, Endometrial Neoplasms genetics, Endometrial Neoplasms diagnosis, Endometrial Neoplasms mortality, Tumor Suppressor Protein p53 genetics, Carcinoma, Endometrioid pathology, Carcinoma, Endometrioid genetics, Carcinoma, Endometrioid diagnosis, Carcinoma, Endometrioid mortality, Mutation, Immunohistochemistry
- Abstract
Among the 4 molecular subgroups of endometrial carcinoma, the p53 abnormal (copy number high) subgroup has the worst prognosis; however, the histologic characteristics of this subgroup are not well established. Also, it is not well established whether low-grade tumors can belong to the p53 abnormal molecular subgroup and if so, what is the prognostic significance of the p53-mutated molecular subgroup in low-grade tumors. In the current study, we included 146 p53-mutated endometrial carcinomas and performed molecular subgrouping either based on a combination of immunohistochemical studies for p53 and MMR protein expression and POLE mutation testing (81 cases) or based on array-based and sequencing-based technologies (65 cases). We excluded cases that belonged to the POLE mutant or MSI molecular subgroups and only studied p53 abnormal (molecular subgroup) endometrial carcinomas (125 cases). In 71 cases, the molecular subgroup was determined by a combination of immunohistochemical studies and POLE mutation testing, and in 54 cases by array-based and sequencing-based methods. We reviewed 1 to 2 representative digital slides from each case and recorded the morphologic characteristics as well as clinical, treatment, and survival follow-up data. Overall, 47 cases were classified as endometrioid carcinoma, 55 serous carcinoma, and 23 other histotypes. Eight cases were FIGO 1, 21 were FIGO 2, and 91 were FIGO 3. A significant proportion of the cases (24.2%) were histologically classified as low-grade (FIGO 1 or 2) endometrioid carcinoma. There was no morphologic characteristic that showed prognostic implication. There was no significant difference in survival among different histotypes (P=0.60). There was no significant difference in survival among low-grade endometrioid (FIGO 1 or 2) versus high-grade (FIGO 3) tumors (P=0.98). Early-stage (stage I), low-grade tumors showed no significant survival advantage over early-stage, high-grade tumors (P=0.16) and this was more evident in FIGO 2 tumors. Although not statistically significant, the FIGO 2 tumors showed a trend toward worse survival than FIGO 3 tumors. Among the cases with available treatment data, more patients with early-stage high-grade tumors received adjuvant treatment, compared to patients with early-stage low-grade tumors, possibly explaining this trend (P=0.03). In conclusion, the findings of our study suggest that low-grade p53 abnormal endometrioid endometrial carcinomas (especially FIGO 2 tumors) have an aggressive course, with a prognosis similar to high-grade tumors. Furthermore, our study suggests that patients who had early-stage low-grade p53 abnormal disease might have been undertreated because of the "low-grade" histotype., Competing Interests: The authors declare no conflict of interest., (Copyright © 2024 by the International Society of Gynecological Pathologists.)
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- 2024
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13. chARpack: The Chemistry Augmented Reality Package.
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Rau T, Sedlmair M, and Köhn A
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- Virtual Reality, User-Computer Interface, Augmented Reality, Software
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Off-loading visualization and interaction into virtual reality (VR) using head-mounted displays (HMDs) has gained considerable popularity in simulation sciences, particularly in chemical modeling. Because of its unique way of soft immersion, augmented reality (AR) HMD technology has even more potential to be integrated into the everyday workflow of computational chemists. In this work, we present our environment to explore the prospects of AR in chemistry and general molecular sciences: The chemistry in Augmented Reality package (chARpack). Besides providing an extensible framework, our software focuses on a seamless transition between a 3D stereoscopic view with true 3D interactions and the traditional desktop PC setup to provide users with the best setup for all tasks in their workflow. Using feedback from domain experts, we discuss our design requirements for this kind of hybrid working environment (AR + PC), regarding input, features, degree of immersion, and collaboration.
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- 2024
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14. Pull-Out Strength of Orthodontic Miniscrews in the Temporal Bone.
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Menke C, Kluge M, Welke B, Lenarz T, Majdani O, and S Rau T
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- Humans, Animals, Swine, Cochlear Implantation methods, Materials Testing, Cadaver, Cattle, Minimally Invasive Surgical Procedures, Temporal Bone surgery, Bone Screws
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Background: Minimally invasive cochlear implant surgery by using a microstereotactic frame demands solid connection to the bone. We aimed to determine the stability of commercially available orthodontic miniscrews to evaluate their feasibility for frame's fixation. In addition, which substitute material most closely resembles the mechanical properties of the human temporal bone was evaluated., Methods: Pull-out tests were carried out with five different types of orthodontic miniscrews in human temporal bone specimens. Furthermore, short fiber filled epoxy (SFFE), solid rigid polyurethane (SRPU50), bovine femur, and porcine iliac bone were evaluated as substitute materials. In total, 57 tests in human specimens and 180 tests in the substitute materials were performed., Results: In human temporal bone, average pull-out forces ranged from 220 N to 285 N between screws. Joint stiffness in human temporal bone ranged between 14 N/mm and 358 N/mm. Statistically significant differences between the tested screws were measured in terms of stiffness and elastic energy. One screw type failed insertion due to tip breakage. No significant differences occurred between screws in maximum pull-out force. The average pull-out values of SFFE were 14.1 N higher compared to human specimen., Conclusion: Orthodontic miniscrews provided rigid fixation when partially inserted in human temporal bone, as evidenced by pull-out forces and joint stiffness. Average values exceeded requirements despite variations between screws. Differences in stiffness and elastic energy indicate screw-specific interface mechanics. With proper insertion, orthodontic miniscrews appear suitable for microstereotactic frame anchoring during minimally invasive cochlear implant surgery. However, testing under more complex loading is needed to better predict clinical performance. For further pull-out tests, the most suitable substitute material is SFFE., Competing Interests: Declaration of Conflicting InterestsThe authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
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- 2024
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15. [Attitudes of Healthcare Professionals to Extremism and Treatment Options].
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Rau T, Heimgartner A, Mayer S, and Allroggen M
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- Humans, Motivation, Health Personnel, Delivery of Health Care, Attitude, Terrorism prevention & control, Terrorism psychology
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Objective: In view of the cruelty of acts of terrorism and violent extremism, it is often inconceivable what the underlying motives are. Analyzes of the attacks in Ansbach (2016), Halle (2019) and Hanau (2020) showed a picture of different psychological conspicuities among the perpetrators, which highlights the need to involve health care professionals in the prevention of extremism. Against this background, the treatment of people with extremist attitudes appears to be crucial in order to prevent negative consequences for those affected, but also for society., Methods: Within the framework of an anonymous online survey, physicians and psychological psychotherapists were asked about previous experiences, attitudes and wishes regarding the treatment of patients with extremist attitudes. Furthermore, data on their own work was collected., Results: A total of 364 physicians (18%), psychological psychotherapists (72%) and participants with other job descriptions (10%) took part in the study. Only one fifth state that they felt well trained in the subject. About half of the respondents would offer a place in therapy (if they could decide on the patients themselves), likewise about half have already dealt with the topic of extremism and the majority see a need to deal with the topic more in the future and indicate a need for further training. The analyses show that physicians have so far dealt with the topic somewhat more than those with psychological psychotherapeutic training, and professionals in private practive are more likely to see a connection between extremism and psychiatric illnesses than professionals in hospitals, but would be less willing to offer patients with extremist attitudes a place in therapy., Discussion: Physicians and psychotherapists need further training on extremisms and should be better prepared fo the challenges of treating patients in this context., Conclusion: In order to increase the chances of providing adequate care for mentally ill people with extremist attitutdes, health professionals should be better prepared for the topic in the future, for example through further training or opportunities for cooperation., Competing Interests: T. Rau, A. Heimgartner und S. Mayer erklären, dass sie im Rahmen der publizierten Studie als wissenschaftliche Mitarbeiterinnen über Drittmittelfinanzierung tätig waren. Die Förderung fand durch das Bundesamt für Migration und Flüchtlinge statt. Die Studie fällt nicht unter §15 der Berufsordnung für Ärzt:innen in Baden-Württemberg. Ein Votum der Ethikkommission war daher nicht erforderlich., (Thieme. All rights reserved.)
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- 2023
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16. [Traumatic Experiences and Posttraumatic Stress Disorder of Adolescents in Boarding Schools].
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Rau T, Mayer S, and Allroggen M
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- Humans, Adolescent, Child, Schools, Germany, Stress Disorders, Post-Traumatic diagnosis, Stress Disorders, Post-Traumatic epidemiology, Stress Disorders, Post-Traumatic therapy, Child Abuse diagnosis
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In the context of abuse cases in boarding schools, stress among children and adolescents in boarding schools in Germany was discussed for the first time. So far, however, there is a lack of studies dealing with post-traumatic stress disorders of adolescents in boarding schools.The aim was to analyze the extent of trauma experiences and symptoms of post-traumatic stress disorders as well as psychopathological abnormalities in adolescents in boarding schools on the basis of self-reports using a secondary analysis of theMAYSI-2 and UCLA PTSD Reaction Index for DSM-IV screening questionnaires and to derive implications for research and care concepts. Data was available from155 adolescents, 70%of whomweremale.The adolescents had been in boarding schools for an average of 3.26 years (SD = 2.48). A traumatic experience was evident in 69.7%(n = 108) of the adolescents, and 51.6%(n = 80) of the adolescentswere "conspicuous" in at least one of the six scales of theMAYSI-2. Taken together, 33.5%(n = 52) of the adolescents met the criteria for a suspected post-traumatic stress disorder according to ICD-10. Screening procedures should be established in boarding schools to identify traumatic experiences and psychopathological abnormalities in a timely manner. Concepts from youth welfare institutions can be used to deal with trauma experiences.There is a need for further research on traumatic experiences directly related to the boarding school placement situation.
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- 2023
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17. [Experiences of dangerous situations in psychiatry and psychotherapy involving patients with extremist attitudes].
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Rau T, Mayer S, Heimgartner A, and Allroggen M
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- Humans, Attitude of Health Personnel, Psychotherapy, Health Personnel, Physicians, Psychiatry
- Abstract
Background and Objectives: Dangerous situations in connection with the treatment of persons with suspected extremist attitudes have become increasingly relevant. A survey of physicians and psychotherapists is intended to provide information about concrete dangerous situations among these patients., Materials and Methods: By means of an anonymous online survey, which comprised 16 main questions and up to 95 additional questions, a total of 364 health professionals were asked about the general situation and about patients, as well as relatives with suspected extremist attitudes., Results: In all, 17.5% of the participants were physicians, 72.1% psychotherapists. 47.7% work exclusively in a hospital, 34.2% in a private practice. A total of 57.7% of the participants have already treated patients with suspected extremist attitudes (46.7% treated relatives); 27.6% were confronted with situations of self-endangerment (30.1% in the case of relatives), 49.5% with situations of danger to others (18.3% in the case of relatives), in which they often did not feel safe. Altogether, 20.3% of the professionals informed security authorities, and not quite half found this contact to be comparatively unhelpful/not at all helpful (45.5% among relatives). The majority of the participants had no contact to other agencies, such as specialized counselling centres for deradicalization. Physicians experienced the situations of endangerment more often than non-medical psychotherapists. A comparison between professionals from hospitals and private practices shows no significant differences., Discussion: The study was able to show that extremism and the associated dangerous situations are an important topic in the treatment of patients and that physicians and non-medical psychotherapists should be well prepared. Networking with extremism prevention agencies and good cooperation with security authorities would be important and desirable for the future., (© 2023. The Author(s).)
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- 2023
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18. [Development of Mental Health Problems of Girls and Boys in Residential Care Between 2008 and 2020].
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Rau T, Mayer S, Keller F, and Allroggen M
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- Male, Child, Female, Adolescent, Humans, Mental Health, Germany epidemiology, Mental Disorders diagnosis, Mental Disorders epidemiology, Mental Disorders therapy
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Development of Mental Health Problems of Girls and Boys in Residential Care Between 2008 and 2020 Abstract. Objective: Studies show a high prevalence of mental health problems in children and adolescents in youth-welfare facilities compared to the general population. However, to date, studies on this development over time are lacking. The present study examines the development of mental health problems and psychosocial functioning in the years 2008 to 2020. Method: Mental health problems were assessed with the CBCL, psychosocial functioning with Axis VI of the MAS. In total, data from 3,269 children and adolescents from residential-care facilities located throughout Germany were included in the analysis. Results: a decrease in externalizing behaviour was observed regarding the frequency of mental health problem in children and adolescents in youth-welfare facilities from 2008 to 2020. Particularly boys aged 12 and older show less deviant behavior. Older girls show high internalizing behavior problem scores over time, but there is no consistent trend. More than a quarter of the institutionalized children in youth-welfare institutions show severely impaired psychosocial functioning at a consistent level over time. Conclusions: In light of the age and gender effects associated with the development of mental health problems over time, there is a need to regard the care situation in youth-welfare institutions.
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- 2023
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19. Communicator-Driven Data Preprocessing Improves Deep Transfer Learning of Histopathological Prediction of Pancreatic Ductal Adenocarcinoma.
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Kronberg RM, Haeberle L, Pfaus M, Xu HC, Krings KS, Schlensog M, Rau T, Pandyra AA, Lang KS, Esposito I, and Lang PA
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Pancreatic cancer is a fatal malignancy with poor prognosis and limited treatment options. Early detection in primary and secondary locations is critical, but fraught with challenges. While digital pathology can assist with the classification of histopathological images, the training of such networks always relies on a ground truth, which is frequently compromised as tissue sections contain several types of tissue entities. Here we show that pancreatic cancer can be detected on hematoxylin and eosin (H&E) sections by convolutional neural networks using deep transfer learning. To improve the ground truth, we describe a preprocessing data clean-up process using two communicators that were generated through existing and new datasets. Specifically, the communicators moved image tiles containing adipose tissue and background to a new data class. Hence, the original dataset exhibited improved labeling and, consequently, a higher ground truth accuracy. Deep transfer learning of a ResNet18 network resulted in a five-class accuracy of about 94% on test data images. The network was validated with independent tissue sections composed of healthy pancreatic tissue, pancreatic ductal adenocarcinoma, and pancreatic cancer lymph node metastases. The screening of different models and hyperparameter fine tuning were performed to optimize the performance with the independent tissue sections. Taken together, we introduce a step of data preprocessing via communicators as a means of improving the ground truth during deep transfer learning and hyperparameter tuning to identify pancreatic ductal adenocarcinoma primary tumors and metastases in histological tissue sections.
- Published
- 2022
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20. 2019 IEEE Scientific Visualization Contest Winner: Visual Analysis of Structure Formation in Cosmic Evolution.
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Schatz K, Muller C, Gralka P, Heinemann M, Straub A, Schulz C, Braun M, Rau T, Becher M, Frey S, Reina G, Sedlmair M, Weiskopf D, Ertl T, Diehl P, Marcello D, Frank J, and Muller T
- Abstract
Simulations of cosmic evolution are a means to explain the formation of the universe as we see it today. The resulting data of such simulations comprise numerous physical quantities, which turns their analysis into a complex task. Here, we analyze such high-dimensional and time-varying particle data using various visualization techniques from the fields of particle visualization, flow visualization, volume visualization, and information visualization. Our approach employs specialized filters to extract and highlight the development of so-called active galactic nuclei and filament structures formed by the particles. Additionally, we calculate X-ray emission of the evolving structures in a preprocessing step to complement visual analysis. Our approach is integrated into a single visual analytics framework to allow for analysis of star formation at interactive frame rates. Finally, we lay out the methodological aspects of our work that led to success at the 2019 IEEE SciVis Contest.
- Published
- 2021
- Full Text
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