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Thaarup M, Nielsen PB, Olesen AE, Bitsch Poulsen M, Larsen TB, Wittström F, Overvad TF. Positive Predictive Value of Non-Traumatic Bleeding Diagnoses in the Danish National Patient Register. Clin Epidemiol 2023; 15:493-502. [PMID: 37144211 PMCID: PMC10153536 DOI: 10.2147/clep.s400834] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 04/03/2023] [Indexed: 05/06/2023] Open
Abstract
Purpose The majority of bleeding diagnoses in the Danish National Patient Registry have not been validated despite extensive use in epidemiological research. Therefore, we examined the positive predictive value (PPV) of non-traumatic bleeding diagnoses in the Danish National Patient Registry. Study Design Population-based validation study. Patients and Methods Based on a manual review of electronic medical records, we estimated the PPV of diagnostic coding (International Classification of Diseases, Tenth Revision (ICD-10)) for non-traumatic bleeding for all patients ≥65 years of age with any hospital contact in the North Denmark Region during March-December 2019 as registered in the Danish National Patient Registry. We calculated PPVs and associated 95% confidence intervals (CI) for non-traumatic bleeding diagnoses overall and stratified according to primary or secondary diagnosis, and according to major anatomical sites. Results A total of 907 electronic medical records were available for review. The population mean age was 79.33 years (standard deviation (SD)=7.73) and 57.6% were males. Primary bleeding diagnoses accounted for 766 of the records and 141 were secondary bleeding diagnoses. The overall PPV for bleeding diagnoses was 94.0% (95% CI: 92.3-95.4). The PPV was 98.7% (95% CI: 97.6-99.3) for the primary diagnoses and 68.8% (95% CI: 60.7-75.9) for the secondary diagnoses. When stratified according to subgroups of major anatomical sites, the PPVs ranged between 94.1% and 100% for the primary diagnoses, and between 53.8% and 100% for secondary diagnoses. Conclusion The overall validity of non-traumatic bleeding diagnoses in the Danish National Patient Registry is high and considered acceptable for epidemiological research. However, PPVs were substantially higher for primary than for secondary diagnosis.
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Affiliation(s)
- Maja Thaarup
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
| | - Peter Brønnum Nielsen
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
- Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Anne Estrup Olesen
- Department of Clinical Pharmacology, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Maria Bitsch Poulsen
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
- Mech-Sense, Department of Gastroenterology & Hepatology, Aalborg University Hospital, Aalborg, Denmark
| | - Torben Bjerregaard Larsen
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
- Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Felix Wittström
- Department of Clinical Pharmacology, Aalborg University Hospital, Aalborg, Denmark
- Department of Medicine Solna, Centre for Pharmacoepidemiology, Karolinska Institutet, Stockholm, Sweden
| | - Thure Filskov Overvad
- Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
- Department of Clinical Pharmacology, Aalborg University Hospital, Aalborg, Denmark
- Correspondence: Thure Filskov Overvad, Aalborg University Hospital, Hobrovej 18-22, Aalborg, 9100, Denmark, Tel +45 51 55 53 55, Email
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Hermansen LL, Viberg B, Overgaard S. Development of a diagnostic algorithm identifying cases of dislocation after primary total hip arthroplasty-based on 31,762 patients from the Danish Hip Arthroplasty Register. Acta Orthop 2021; 92:137-142. [PMID: 33438503 PMCID: PMC8158188 DOI: 10.1080/17453674.2020.1868708] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
Background and purpose - Dislocation of total hip arthroplasties (THA) is often treated with closed reduction and traditionally not registered in orthopedic registers. This study aimed to create an algorithm designed to identify cases of dislocations of THAs with high sensitivity, specificity, and positive predictive value (PPV) based on codes from the Danish National Patient Register (DNPR).Patients and methods - All patients (n = 31,762) with primary osteoarthritis undergoing THA from January 1, 2010 to December 31, 2014 were included from the Danish Hip Arthroplasty Register (DHR). We extracted available data for every hospital contact in the DNPR during a 2-year follow-up period, then conducted a comprehensive nationwide review of 5,096 patient files to register all dislocations and applied codes.Results - We identified 1,890 hip dislocations among 1,094 of the included 31,762 THAs. More than 70 different diagnoses and 55 procedural codes were coupled to the hospital contacts with dislocation. A combination of the correct codes produced a sensitivity of 63% and a PPV of 98%. Adding alternative and often applied codes increased the sensitivity to 91%, while the PPV was maintained at 93%. Additional steps increased sensitivity to 95% but at the expense of an unacceptable decrease in the PPV to 82%. Specificity was, in all steps, greater than 99%.Interpretation - The developed algorithm achieved high and acceptable values for sensitivity, specificity, and predictive values. We found that surgeons in most cases coded correctly. However, the codes were not always transferred to the discharge summary. In perspective, this kind of algorithm may be used in Danish quality registers.
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Affiliation(s)
- Lars L Hermansen
- Department of Orthopedics, Hospital of South West Jutland, Esbjerg; ,The Orthopedic Research Unit, Department of Orthopedic Surgery and Traumatology, Odense University Hospital, Odense, Department of Clinical Research, University of SouthernDenmark; ,OPEN, Odense Patient data Explorative Network, Odense University Hospital, Odense; ,Correspondence:
| | - Bjarke Viberg
- Department of Orthopedic Surgery and Traumatology, Lillebaelt Hospital, University Hospital of SouthernDenmark; ,Department of Regional Health Research, University of Southern Denmark, Denmark
| | - Søren Overgaard
- The Orthopedic Research Unit, Department of Orthopedic Surgery and Traumatology, Odense University Hospital, Odense, Department of Clinical Research, University of SouthernDenmark;
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Giehm-Reese M, Johansen MN, Kronborg MB, Jensen HK, Gerdes C, Kristensen J, Johannessen A, Jacobsen PK, Djurhuus MS, Hansen PS, Riahi S, Nielsen JC. Discontinuation of oral anticoagulation and risk of stroke and death after ablation for typical atrial flutter: A nation-wide Danish cohort study. Int J Cardiol 2021; 333:110-116. [PMID: 33647366 DOI: 10.1016/j.ijcard.2021.02.057] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 02/02/2021] [Accepted: 02/19/2021] [Indexed: 12/17/2022]
Abstract
INTRODUCTION Oral anticoagulation (OAC) is indicated for patients with atrial fibrillation (AF) and atrial flutter (AFL) with a CHA2DS2-VASc score ≥ 2 for men and ≥3 for women. This is regardless of successful catheter ablation for their arrhythmia. Studies have mainly focused on AF, and little is known regarding use of OAC in AFL patients following catheter ablation. PURPOSE To describe discontinuation of OAC in a national cohort of patients who have undergone first-time cavo-tricuspid isthmus ablation (CTIA) for AFL. METHODS We identified patients undergoing first-time CTIA during the period 2010-2016 using the Danish National Ablation Registry. Information on comorbidities and OAC use were gathered using the Danish National Patient Registry and the Danish National Prescription Registry. Patients were followed until March 1st, 2018. RESULTS We identified 2409 consecutive patients. Median age was 66 (IQR 58-72) years, and 1952 (81%) were men. During mean follow-up of 4 ± 1.7 years, 723 (30%) patients discontinued OAC. Patients discontinuing OAC were younger, had less comorbidity, and a lower CHA2DS2-VASc score. During follow-up, 252 (10%) patients died, and 112 (5%) patients had a stroke. Incidence of both these events increased with increasing age and CHA2DS2-VASc score. In adjusted analysis, we observed higher mortality (p < 0.0001) in patients discontinuing OAC, while stroke rate was not significantly higher (p = 0.21). CONCLUSION In this national cohort of patients who have undergone first-time CTIA, patients discontinuing OAC treatment were younger and had less comorbidities. Patients remain at elevated risk of death and stroke/TIA, increasing with their age and CHA2DS2-VASc score.
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Affiliation(s)
| | | | | | | | - Christian Gerdes
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - Jens Kristensen
- Department of Cardiology, Aarhus University Hospital, Aarhus, Denmark
| | - Arne Johannessen
- Department of Cardiology, Gentofte University Hospital, Copenhagen, Denmark
| | - Peter Karl Jacobsen
- Department of Cardiology, Rigshospitalet, Copenhagen University, Copenhagen, Denmark
| | | | | | - Sam Riahi
- AF Study Group, Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
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Zheng Y, Xue M, Cai Y, Liao S, Yang H, Wang Z, Wang X, Zhang X, Qian J, Wang L. Hospitalizations for peptic ulcer disease in China: Current features and outcomes. J Gastroenterol Hepatol 2020; 35:2122-2130. [PMID: 32452066 DOI: 10.1111/jgh.15119] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2019] [Revised: 02/18/2020] [Accepted: 05/18/2020] [Indexed: 01/16/2023]
Abstract
BACKGROUND AND AIM Rates and outcomes of hospitalizations for peptic ulcer disease (PUD) are unknown in mainland China. We aimed to describe characteristics and treatments of PUD inpatients in secondary and tertiary care hospitals registered in the national Health Statistics and Information Reporting System in 2015 and to explore factors related to inpatient outcomes. METHODS We retrieved and validated PUD hospitalization data from 4441 hospitals reporting to Health Statistics and Information Reporting System in 2015. Sensitivity analyses were performed to examine the robustness of findings considering different reporting rates across provinces. Current analyses focused on ulcer sites, complications, therapies, and rates of in-hospital death or unauthorized discharge. RESULTS Total admissions for PUD were 443 433 (mean age 55.14 years), constituting 0.59% of all-cause hospitalizations of 2015 in 4441 hospitals. Duodenal ulcers were more common than gastric ulcers (44.69% vs 37.42%). About 61% of inpatients had complications (46.45% for bleeding and 14.66% for perforation). Over 96% of uncomplicated or bleeding inpatients were managed medically. Surgery was provided to 64.22% of perforated cases. Endoscopic hemostasis and transcatheter embolization were performed for 1.59% of the bleeding and 0.59% of the perforation cases. For all PUD cases, the average in-hospital mortality was 0.35%. Six percent of inpatients left hospitals without authorization. Multinomial logistic regressions showed that inpatient death and unauthorized discharge were associated with older age, gastric ulcer, bleeding, perforation, and comorbidity after controlling for gender, insurance status, hospital type, area, and region. CONCLUSIONS Currently, pharmacologic management is dominant, and endoscopic hemostasis is notably underutilized for PUD hospitalizations in mainland China.
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Affiliation(s)
- Yuan Zheng
- Department of Epidemiology and Biostatistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Ming Xue
- Center for Health Statistics and Information, National Health Commission of the People's Republic of China, Beijing, China
| | - Yue Cai
- Center for Health Statistics and Information, National Health Commission of the People's Republic of China, Beijing, China
| | - Susu Liao
- Department of Epidemiology and Biostatistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Hong Yang
- Department of Gastroenterology, Key Laboratory of Gut Microbiota Translational Medicine Research, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Zhenyu Wang
- Department of Epidemiology and Biostatistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Xiaomo Wang
- Department of Epidemiology and Biostatistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
| | - Xuegao Zhang
- Center for Health Statistics and Information, National Health Commission of the People's Republic of China, Beijing, China
| | - Jiaming Qian
- Department of Gastroenterology, Key Laboratory of Gut Microbiota Translational Medicine Research, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Li Wang
- Department of Epidemiology and Biostatistics, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China
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Orso M, Abraha I, Mengoni A, Taborchi F, De Giorgi M, Franchini D, Eusebi P, Heymann AJ, Montedori A, Ambrosio G, Cozzolino F. Accuracy of ICD-9 codes in identifying patients with peptic ulcer and gastrointestinal hemorrhage in the regional healthcare administrative database of Umbria. PLoS One 2020; 15:e0235714. [PMID: 32628718 PMCID: PMC7337287 DOI: 10.1371/journal.pone.0235714] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2020] [Accepted: 06/20/2020] [Indexed: 12/19/2022] Open
Abstract
Background Peptic ulcer is a widespread disease, frequently complicated by perforation and bleeding. Administrative databases are useful tool to perform epidemiological and drug utilization studies, but they need a validation process based on a comparison with the original data contained in the medical charts. Our aim was to evaluate the accuracy of the ICD-9 codes in identifying patients with peptic ulcer and gastrointestinal hemorrhage in the regional administrative database of Umbria. Methods The index test of our study was the hospital discharge abstract database of the Umbria region (Italy), while the reference standard was the clinical information collected in the medical charts. The study population were adult patients with a hospital discharge for peptic ulcer or gastrointestinal hemorrhage in the period 2012–2014. A random sample of cases and non-cases was selected and the corresponding medical charts were reviewed. Cases of peptic ulcer were confirmed based on endoscopy, radiology, and surgery, while adjudication of gastrointestinal hemorrhage was based on presence of hematemesis, melena, and rectal bleeding. Results Overall, we reviewed 445 clinical charts of cases and 80 clinical charts of non-cases. The diagnostic accuracy results were: code 531 (gastric ulcer), sensitivity and NPV 98%, specificity 88%, and PPV 91%; code 532 (duodenal ulcer), sensitivity and NPV 100%, specificity and PPV 98%; code 534 (gastrojejunal ulcer), sensitivity and NPV 100%, specificity 70%, and PPV 45%; code 578 (gastrointestinal hemorrhage), sensitivity 96%, specificity 90%, PPV and NPV 94%. Conclusions Our results showed a high level of diagnostic accuracy for most of the codes considered. The ICD-9 code 534 of gastrojejunal ulcer had a lower level of specificity and PPV due to false positives, being mainly misclassifications for coding errors. These validated codes can be used for future epidemiological studies and for health services research.
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Affiliation(s)
- Massimiliano Orso
- Health Planning Service, Regional Health Authority of Umbria, Perugia, Italy
- Division of Cardiology, Santa Maria della Misericordia Hospital, University of Perugia School of Medicine, Perugia, Italy
| | - Iosief Abraha
- Health Planning Service, Regional Health Authority of Umbria, Perugia, Italy
- Centro Regionale Sangue, Servizio Immunotrasfusionale, Azienda Ospedaliera di Perugia, Perugia, Italy
- * E-mail:
| | - Anna Mengoni
- Division of Cardiology, Santa Maria della Misericordia Hospital, University of Perugia School of Medicine, Perugia, Italy
| | | | | | - David Franchini
- Health ICT Service, Regional Health Authority of Umbria, Perugia, Italy
| | - Paolo Eusebi
- Health Planning Service, Regional Health Authority of Umbria, Perugia, Italy
| | - Anna Julia Heymann
- Istituto Zooprofilattico Sperimentale dell’Umbria e delle Marche, Perugia, Italy
| | | | - Giuseppe Ambrosio
- Division of Cardiology, Santa Maria della Misericordia Hospital, University of Perugia School of Medicine, Perugia, Italy
| | - Francesco Cozzolino
- Health Planning Service, Regional Health Authority of Umbria, Perugia, Italy
- Division of Cardiology, Santa Maria della Misericordia Hospital, University of Perugia School of Medicine, Perugia, Italy
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Ket SN, Sparrow RL, McQuilten ZK, Tacey M, Gibson PR, Brown GJ, Wood EM. Clinical coding data algorithm to categorize type of gastrointestinal bleeding as a primary reason for massive transfusion: results from the Australian and New Zealand Massive Transfusion Registry. Vox Sang 2019; 114:853-860. [PMID: 31489645 DOI: 10.1111/vox.12840] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2019] [Revised: 08/02/2019] [Accepted: 08/06/2019] [Indexed: 12/29/2022]
Abstract
BACKGROUND Management of major gastrointestinal bleeding (GIB) may require massive transfusion (MT), but limited data are available. Upper and lower GIB have different aetiologies, prognosis, bleeding patterns and outcomes. Better understanding of current transfusion management and outcomes in these patients is important. We sought to define and validate an algorithm based on clinical coding data to distinguish critical upper and lower GIB using data from the Australian and New Zealand Massive Transfusion Registry (ANZ-MTR). STUDY DESIGN AND METHODS Australian and New Zealand Massive Transfusion Registry hospital-source data on adult patients receiving a MT (defined as ≥5 red cell units within 4 h) for any bleeding context were used. An algorithm allocating ICD-10-AM codes into 'probable' or 'possible' causes of GIB was developed and applied to the ANZ-MTR. Source medical records of 69 randomly selected cases were independently reviewed to validate the algorithm. RESULTS Of 5482 MT cases available from 25 hospitals, 716 (13%) were identified as GIB with 538/716 (75%) categorized 'probable' and 178/716 'possible' GIB. Upper and lower GIB causes of MT were identified for 455/538 (85%) and 76/538 (14%) 'probable' cases, respectively; 7/538 (1·3%) cases had both upper and lower GIB. Allocation by the algorithm into a 'probable' GIB category had a 95·7% (CI: 90-100%) positive predictive value when validated against source medical records. CONCLUSION An algorithm based on ICD-10-AM codes can be used to accurately categorize patients with luminal GIB as the primary reason for MT, enabling further study of this critically unwell and resource-intensive cohort of patients.
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Affiliation(s)
- Shara N Ket
- Department of Gastroenterology, Alfred Health, Melbourne, Vic, Australia.,Monash University, Central Clinical School, Melbourne, Vic, Australia
| | - Rosemary L Sparrow
- Transfusion Research Unit, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Vic, Australia
| | - Zoe K McQuilten
- Transfusion Research Unit, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Vic, Australia
| | - Mark Tacey
- Transfusion Research Unit, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Vic, Australia
| | - Peter R Gibson
- Department of Gastroenterology, Alfred Health, Melbourne, Vic, Australia.,Monash University, Central Clinical School, Melbourne, Vic, Australia
| | - Gregor J Brown
- Department of Gastroenterology, Alfred Health, Melbourne, Vic, Australia.,Monash University, Central Clinical School, Melbourne, Vic, Australia.,Epworth Hospital, Richmond, Vic, Australia
| | - Erica M Wood
- Transfusion Research Unit, Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Vic, Australia
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Refaeli R, Chodick G, Haj S, Goren S, Shalev V, Muhsen K. Relationships of H. pylori infection and its related gastroduodenal morbidity with metabolic syndrome: a large cross-sectional study. Sci Rep 2018; 8:4088. [PMID: 29511278 PMCID: PMC5840265 DOI: 10.1038/s41598-018-22198-9] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Accepted: 02/12/2018] [Indexed: 12/14/2022] Open
Abstract
The few published studies on the relationship between Helicobacter pylori infection and metabolic homeostasis were relatively small and yielded inconsistent results. We examined the prevalence of metabolic syndrome in relation to H. pylori infection and its symptoms in a large and unselected population. Coded data from the computerised database of a large health maintenance organisation in Israel were accessed for 147,936 individuals 25–95 years of age who performed the urea breath test during 2002–2012. The classification of metabolic syndrome followed a modified definition of the international diabetes federation. Prevalences of H. pylori infection and metabolic syndrome were 52.0% and 11.4% respectively. H. pylori infected patients had increased likelihood of metabolic syndrome: adjusted odds ratio (aOR) 1.15 (95% confidence intervals (CI) 1.10–1.19), as did patients with gastric ulcer: aOR 1.15 (95% CI 1.03–1.28) vs patients without these conditions. Duodenal ulcer was associated with metabolic syndrome only in persons aged 25–34 years: aOR 1.59 (95% CI 1.19-2.13), but not in older persons (P = 0.001 for heterogeneity). In conclusion, the likelihood of metabolic syndrome appeared significantly increased in relation to H. pylori infection and gastric and duodenal ulcers. These findings suggest that H. pylori long-term gastric inflammation might play a role in metabolic homeostasis.
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Affiliation(s)
- Rotem Refaeli
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Gabriel Chodick
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Medical division, Maccabi Health Services, Tel Aviv, Israel
| | - Saeda Haj
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Sophy Goren
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Varda Shalev
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Medical division, Maccabi Health Services, Tel Aviv, Israel
| | - Khitam Muhsen
- Department of Epidemiology and Preventive Medicine, School of Public Health, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
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