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Indik JH, Altamirano Ufion A, Whitaker B, Geyer T, Balakrishnan M, Butt K, Klewer J, Indik RA, Hutchinson MD. A novel computational platform to analyze left atrial voltage acquired from electroanatomic mapping. Heart Rhythm 2024:S1547-5271(24)00137-1. [PMID: 38360256 DOI: 10.1016/j.hrthm.2024.02.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2023] [Revised: 01/19/2024] [Accepted: 02/08/2024] [Indexed: 02/17/2024]
Affiliation(s)
- Julia H Indik
- Department of Medicine, University of Arizona College of Medicine, Tucson, Arizona.
| | | | | | | | - Mahesh Balakrishnan
- Department of Medicine, University of Arizona College of Medicine, Tucson, Arizona
| | - Khurram Butt
- Department of Medicine, University of Arizona College of Medicine, Tucson, Arizona
| | - Jacob Klewer
- Department of Medicine, University of Arizona College of Medicine, Tucson, Arizona
| | - Robert A Indik
- Department of Mathematics, University of Arizona, Tucson, Arizona
| | - Mathew D Hutchinson
- Department of Medicine, University of Arizona College of Medicine, Tucson, Arizona
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Marschner CA, Zhang L, Schwarze V, Völckers W, Froelich MF, von Münchhausen N, Schnitzer ML, Geyer T, Fabritius MP, Rübenthaler J, Clevert DA. The diagnostic value of contrast-enhanced ultrasound (CEUS) for assessing hepatocellular carcinoma compared to histopathology; a retrospective single-center analysis of 119 patients1. Clin Hemorheol Microcirc 2021; 76:453-458. [PMID: 33216017 DOI: 10.3233/ch-209221] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND HCC as the 6th most common tumor entity with the fourth highest mortality and an increasing prevalence especially due to today's lifestyle acquires a high attention in the clinical setting. Beside CECT and CEMRI, CEUS depicts a dynamic, low-risk and radiation free imaging method that finds its use mainly in screening and active surveillance programs. PURPOSE The aim of the retrospective study was to evaluate the diagnostic value of CEUS in correlation to pathologic findings. MATERIALS AND METHODS Between 2004 and 2018 a total number of 119 patients were included in this retrospective single-center study. Every patient underwent CEUS in addition to a native B-mode and Color-Doppler scan. After given informed consent SonoVue® (Bracco, Milan, Italy), a second-generation blood-pool agent, was used as contrast medium. Every examination was performed and interpreted by a single experienced radiologist (EFSUMB level 3). A low mechanical index (MI) of <0,2 was chosen to obtain a good imaging quality. RESULTS All 119 included patients received CEUS followed by a liver biopsy for inter-modality comparison. In correlation to the pathology results, CEUS showed a diagnostic sensitivity of 96,6%, a specificity of 63,9%, a PPV of 86,7% and a NPV of 88,5% by detecting liver lesions suspicious for HCC. According to the Cohen's Kappa coefficient (k = 0,659) CEUS shows a strong inter-modality agreement in comparison to the histopathological finding. CONCLUSION With a high sensitivity and a strong cross-modality comparability to histopathology, the CEUS is highly effective in the detection of suspicious HCC lesions.
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Affiliation(s)
- C A Marschner
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - L Zhang
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - V Schwarze
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - W Völckers
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - M F Froelich
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Mannheim, Germany
| | - N von Münchhausen
- Department of Radiology and Nuclear Medicine, University Medical Center Mannheim, Mannheim, Germany
| | - M L Schnitzer
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - T Geyer
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - M P Fabritius
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - J Rübenthaler
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - D-A Clevert
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
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Rueckel J, Reidler P, Fink N, Sperl J, Geyer T, Fabritius MP, Ricke J, Ingrisch M, Sabel BO. Artificial intelligence assistance improves reporting efficiency of thoracic aortic aneurysm CT follow-up. Eur J Radiol 2020; 134:109424. [PMID: 33259990 DOI: 10.1016/j.ejrad.2020.109424] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 10/29/2020] [Accepted: 11/14/2020] [Indexed: 11/19/2022]
Abstract
OBJECTIVE Follow-up of aortic aneurysms by computed tomography (CT) is crucial to balance the risks of treatment and rupture. Artificial intelligence (AI)-assisted radiology reporting promises time savings and reduced inter-reader variabilities. METHODS The influence of AI assistance on the efficiency and accuracy of aortic aneurysm reporting according to the AHA / ESC guidelines was quantified based on 324 AI measurements and 1944 radiological measurements: 18 aortic aneurysm patients, each with two CT scans (arterial contrast phase, electrocardiogram-gated) with an interval of at least six months have been included. One board-certified radiologist and two residents (8/4/2 years of experience in vascular imaging) independently assessed aortic diameters at nine landmark positions. Aneurysm extensions were compared with original CT reports. After three weeks washout period, CTs were re-assessed, based on graphically illustrated AI measurements. RESULTS Time-consuming guideline-compliant aortic measurements revealed additional affections of the root / arch for 80 % of aneurysms that had initially been reported to be limited to the ascending aorta. AI assistance reduced mean reporting time by 63 % from 13:01 to 04:46 min including manual corrections of AI measurements (performed for 33.6 % of all measurements with predominance at the sinuses of Vasalva). AI assistance reduced total diameter inter-reader variability by 42.5 % (0.42 / 1.16 mm with / without AI assistance, mean of all patients and landmark positions, significant reduction for 6 out of 9 measuring positions). Conventional and AI-assisted quantification aneurysm progress varied to small extent (mean of 0.75 mm over all patients / landmark positions) not significantly exceeding radiologist's inter-reader variabilities. CONCLUSIONS Guideline-compliant aorta measurement is crucial to report detailed aneurysm extension which might affect the strategy of interventional repair. AI assistance promises improved reporting efficiency and has high potential to reduce radiologist's inter-reader variabilities that can hamper diagnostic follow-up accuracy. KEY POINT The time-consuming guideline-compliant aorta aneurysm assessment is crucial to report aneurysm extension in detail; AI-assisted measurement reduces reporting time, improves extension evaluation and reduces inter-reader variability.
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Affiliation(s)
- J Rueckel
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany.
| | - P Reidler
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - N Fink
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany; Comprehensive Pneumology Center (CPC-M), Member of the German Center for Lung Research (DZL), Munich, Germany
| | - J Sperl
- Siemens Healthineers AG, Erlangen, Germany
| | - T Geyer
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - M P Fabritius
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - J Ricke
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - M Ingrisch
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
| | - B O Sabel
- Department of Radiology, University Hospital, LMU Munich, Munich, Germany
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Lehmann F, Rau J, Malcolm B, Sander M, von Heymann C, Moormann T, Geyer T, Balzer F, Wernecke KD, Kaufner L. Why does a point of care guided transfusion algorithm not improve blood loss and transfusion practice in patients undergoing high-risk cardiac surgery? A prospective randomized controlled pilot study. BMC Anesthesiol 2019; 19:24. [PMID: 30777015 PMCID: PMC6379957 DOI: 10.1186/s12871-019-0689-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 01/25/2019] [Indexed: 12/15/2022] Open
Abstract
Background Adult cardiac surgery is often complicated by elevated blood losses that account for elevated transfusion requirements. Perioperative bleeding and transfusion of blood products are major risk factors for morbidity and mortality. Timely diagnostic and goal-directed therapies aim at the reduction of bleeding and need for allogeneic transfusions. Methods Single-centre, prospective, randomized trial assessing blood loss and transfusion requirements of 26 adult patients undergoing elective cardiac surgery at high risk for perioperative bleeding. Primary endpoint was blood loss at 24 h postoperatively. Random assignment to intra- and postoperative haemostatic management following either an algorithm based on conventional coagulation assays (conventional group: platelet count, aPTT, PT, fibrinogen) or based on point-of-care (PoC-group) monitoring, i.e. activated rotational thromboelastometry (ROTEM®) combined with multiple aggregometry (Multiplate®). Differences between groups were analysed using nonparametric tests for independent samples. Results The study was terminated after interim analysis (n = 26). Chest tube drainage volume was 360 ml (IQR 229-599 ml) in the conventional group, and 380 ml (IQR 310-590 ml) in the PoC-group (p = 0.767) after 24 h. Basic patient characteristics, results of PoC coagulation assays, and transfusion requirements of red blood cells and fresh frozen plasma did not differ between groups. Coagulation results were comparable. Platelets were transfused in the PoC group only. Conclusion Blood loss via chest tube drainage and transfusion amounts were not different comparing PoC- and central lab-driven transfusion algorithms in subjects that underwent high-risk cardiac surgery. Routine PoC coagulation diagnostics do not seem to be beneficial when actual blood loss is low. High risk procedures might not suffice as a sole risk factor for increased blood loss. Trial registration NCT01402739, Date of registration July 26, 2011.
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Affiliation(s)
- F Lehmann
- Department of Anaesthesiology and Intensive Care Medicine, Charité - Universitätsmedizin Berlin, Campus Virchow-Klinikum and Campus Charité Mitte, Berlin, Germany.
| | - J Rau
- Division of Medical Biotechnology, Paul-Ehrlich-Institut, Federal Institute for Vaccines and Biomedicines, Langen, Hessen, Germany
| | - B Malcolm
- Department of Internal Medicine, Hegau-Bodensee-Klinikum, Singen, Baden-Württemberg, Germany
| | - M Sander
- Department of Anaesthesiology, Intensive Care Medicine and Pain therapy, University Hospital Gießen UKGM, Justus-Liebig-University Giessen, Giessen, Hessen, Germany
| | - C von Heymann
- Department of Anaesthesia, Intensive Care Medicine, Emergency Medicine and Pain Therapy, Vivantes Klinikum im Friedrichshain, Berlin, Germany
| | - T Moormann
- Department of Anaesthesiology and Intensive Care Medicine, Martin-Luther-Krankenhaus, Berlin, Germany
| | - T Geyer
- Department of Anaesthesiology and Intensive Care Medicine, Charité - Universitätsmedizin Berlin, Campus Virchow-Klinikum and Campus Charité Mitte, Berlin, Germany
| | - F Balzer
- Department of Anaesthesiology and Intensive Care Medicine, Charité - Universitätsmedizin Berlin, Campus Virchow-Klinikum and Campus Charité Mitte, Berlin, Germany
| | - K D Wernecke
- CRO SOSTANA GmbH and Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - L Kaufner
- Department of Anaesthesiology and Intensive Care Medicine, Charité - Universitätsmedizin Berlin, Campus Virchow-Klinikum and Campus Charité Mitte, Berlin, Germany
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Gülke J, Schöll H, Kapapa T, Geyer T, Mentzel M, Wachter NJ. [Simulated Total Wrist Fusion and its Influence on Hand Grip Function]. HANDCHIR MIKROCHIR P 2016; 48:281-9. [PMID: 27580441 DOI: 10.1055/s-0042-113462] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022] Open
Abstract
BACKGROUND Wrist fusion is still a common treatment for patients with advanced stage arthritis. Since patients are often intimidated by the functional limitations, we intended to evaluate the influence of the lack of wrist motion in different positions on the dynamic grip function and the grip strength of the hand. METHODS We simulated wrist fusion in 20° extension and 20° flexion and evaluated the following grip types: fist closure, 2 different power grips, pinch grip and precision grip. A TUB sensor glove was used, which allowed us to dynamically record the range of motion (ROM) of the finger joints as well as grip strength. Nineteen healthy subjects participated and all types of grips were performed using a standardised protocol with and without simulated wrist fusion. RESULTS Lack of wrist motion in 20° extension had no relevant effect on the fingers' ROM, grip speed or strength. Simulated fusion in 20° flexion also had no influence on ROM or grip speed, rejecting our hypothesis that a tenodesis effect of the extensors in flexion would decrease ROM in the finger joints and grip speed. However, we were able to show a significant decrease of grip strength in flexion compared with extension or healthy wrists. The decrease averaged between 23 and 42% of healthy values, depending on the grip type. There was no change in strength distribution among the fingers. CONCLUSION We didn't find any impact of lack of wrist motion on finger movement during forceful hand grip at normal speed. However, a significant loss of grip strength in flexed position of the wrist joint should be considered in patients with an indication for bilateral wrist fusion.
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Affiliation(s)
- J Gülke
- Klinik für Unfall-, Hand-, Plastische- und Wiederherstellungschirurgie, Universitätsklinik Ulm, Ulm
| | - H Schöll
- Klinik für Neurochirurgie, Universitätsklinik Ulm, Ulm
| | - T Kapapa
- Klinik für Unfall-, Hand-, Plastische- und Wiederherstellungschirurgie, Universitätsklinik Ulm, Ulm
| | - T Geyer
- Klinik für Neurochirurgie, Universitätsklinik Ulm, Ulm
| | - M Mentzel
- Klinik für Unfall-, Hand-, Plastische- und Wiederherstellungschirurgie, Universitätsklinik Ulm, Ulm
| | - N J Wachter
- Klinik für Handchirurgie, Plastische und Mikrochirurgie, Katharinenhospital, Klinikum Stuttgart, Stuttgart
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Kümmel A, Ebner L, Kraus M, Mauch F, Geyer T, Mentzel M, Gülke J. Magnetresonanztomographie bei häufigen Verletzungen des Handgelenks. Unfallchirurg 2014; 117:221-6. [DOI: 10.1007/s00113-013-2403-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Geyer T, Hefele K, Gülke J, Gebhard F, Mentzel M. [Early results after palmar multi-axial plate osteosynthesis for treatment of distal radius fractures]. Unfallchirurg 2012; 114:901-12. [PMID: 20393836 DOI: 10.1007/s00113-010-1753-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
In a prospective study a total of 49 fractures in 47 patients were treated with open reduction and palmar plate osteosynthesis. The results were evaluated radiologically, clinically and with the disability of arm-shoulder-hand (DASH) score. The emphasis was on early postoperative results. The patients consisted of 11 men and 36 women aged 21–85 years old. Very good or good results were achieved in 79.6% of the patients, a fair result in 16.3% and a poor result in 4.1% according to the Lidström criteria. In 65.9% of cases very good or good functional results were achieved, in 22.7% fair and in 11.4% only poor results. The DASH score showed high patient satisfaction in 70.2%, moderate satisfaction in 25.5% and only little satisfaction in 4.3% of patients. Complications occurred in 14.3% of patients and the average duration of sick leave was 45.8 days. Open reduction of distal radius fractures using palmar plates with multi-axial angular stability shows good radiological and functional results even shortly after the operation.
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Affiliation(s)
- T Geyer
- Kliniken Ludwigsburg-Bietigheim gGmbH, Posilipostr. 4, 71640, Ludwigsburg.
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Geyer T, Zehetleitner M, Muller HJ. Contextual cueing of pop-out visual search: When context guides the deployment of attention. J Vis 2010; 10:20. [DOI: 10.1167/10.5.20] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Bucher L, Finke K, Kerkhoff G, Müller HJ, Keller I, Rosen FV, Geyer T, Bublak P. Spatial remapping deficits in patients with right parietal lesions. KLIN NEUROPHYSIOL 2009. [DOI: 10.1055/s-0029-1216110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Dohmen PM, Kasperiunaite R, Linneweber J, Geyer T, Konertz WF. Mid-term results of a stentless porcine aortic bioprosthesis in a single center. Thorac Cardiovasc Surg 2009. [DOI: 10.1055/s-0029-1191451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Abstract
Starting from the flux of particles in a Brownian dynamics simulation we derive boundary conditions, which allow us (i) to couple a Brownian dynamics calculation to a reservoir of particles of a given density, i.e., setting up constant density boundary conditions, and (ii) to build an interface between Brownian dynamics and a diffusional treatment of adjacent simulation volumes. With these algorithms it is sometimes possible to dramatically reduce the system size--and therefore the necessary resources--of multiparticle Brownian dynamics calculations. In this paper we give one-dimensional examples which illustrate potential applications and savings.
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Affiliation(s)
- T Geyer
- Center for Bioinformatics, Saarland University, D-66041 Saarbrucken, Germany.
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Gorba C, Geyer T, Helms V. Brownian dynamics simulations of simplified cytochrome c molecules in the presence of a charged surface. J Chem Phys 2004; 121:457-64. [PMID: 15260567 DOI: 10.1063/1.1755668] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Simulations were performed for up to 150 simplified spherical horse heart cytochrome c molecules in the presence of a charged surface, which serves as an approximate model for a lipid membrane. Screened electrostatic and short-ranged attractive as well as repulsive van der Waals forces for interparticle and particle-membrane interactions are utilized in the simulations. At a distance from the membrane, where particle-membrane interactions are negligible, the simulation is coupled to a noninteraction continuum analogous to a heat bath [Geyer et al., J. Chem. Phys. 120, 4573 (2004)]. From the particles' density profiles perpendicular to the planar surface binding isotherms are derived and compared to experimental results [Heimburg et al. (1999)]. Using a negatively charged structureless membrane surface a saturation effect was found for relatively large particle concentrations. Since biological membranes often contain membrane proteins, we also studied the influence of additional charges on our model membrane mimicking bacterial reaction centers. We find that the onset of the saturation occurs for much lower concentrations and is sensitive to the detailed implementation. Therefore we suggest that local distortion of membrane planarity (undulation), or lipid demixing, or the presence of charged integral membrane proteins create preferential binding sites on the membrane. Only then do we observe saturation at physiological concentrations.
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Affiliation(s)
- C Gorba
- Zentrum für Bioinformatik, Universität des Saarlandes, D-66123 Saarbrücken, Germany
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Strasser D, Geyer T, Pedersen HB, Heber O, Goldberg S, Amarant B, Diner A, Rudich Y, Sagi I, Rappaport M, Tannor DJ, Zajfman D. Negative mass instability for interacting particles in a 1D box: theory and application. Phys Rev Lett 2002; 89:283204. [PMID: 12513144 DOI: 10.1103/physrevlett.89.283204] [Citation(s) in RCA: 18] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2002] [Indexed: 05/24/2023]
Abstract
We demonstrate that the synchronization effect observed [Pedersen et al., Phys. Rev. Lett. 87, 055001 (2001)]], when a bunch of ions oscillates between two mirrors in an electrostatic ion beam trap, can be explained as a negative mass instability. We derive simple necessary conditions for the existence of a regime in which this dispersionless behavior occurs and demonstrate that in this regime, the ion trap can be used as a high resolution mass spectrometer.
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Affiliation(s)
- D Strasser
- Department of Particle Physics, Weizmann Institute of Science, Rehovot, 76100, Israel
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