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Mavor ME, Groome PA, Asai Y, Langley H, Look Hong NJ, Wright FC, Hanna TP. Characterising melanoma diagnostic pathways for patients in routine practice using administrative health data in Ontario, Canada: a population-based study. BMJ Open 2025; 15:e086140. [PMID: 39890150 PMCID: PMC11784364 DOI: 10.1136/bmjopen-2024-086140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 12/06/2024] [Indexed: 02/03/2025] Open
Abstract
OBJECTIVE To characterise diagnostic pathways for patients with melanoma in routine practice and compare patient, disease and diagnostic interval (DI) characteristics across pathways. DESIGN Descriptive cross-sectional study using administrative health data. SETTING Population-based study in Ontario, Canada. PARTICIPANTS Patients with melanoma diagnosed from 2007 to 2019. MAIN OUTCOME MEASURES We used latent class cluster analysis to create clusters of patients with similar diagnostic experiences to characterise diagnostic pathways in routine practice. Indicator variables characterised the patient's keratinocyte carcinoma and dermatologist history, presentation pattern, procedure types, number of visits and procedures, and the activity on the diagnosis date. χ2 tests and Pearson residuals were used. We characterised clusters by the lengths of their DI, primary care subinterval and specialist care subinterval. RESULTS There were 33 371 patients diagnosed with melanoma from 2007 to 2019. We identified four diagnostic pathways: 'primary care only' (n=6107), 'referred to specialist with immediate action' (n=8987), 'multiple visits and procedures in specialist care' (n=11 893) and 'specialist care only' (n=6384). Patient, disease and DI characteristics varied across pathways. Pathway types varied regionally. A higher proportion in the 'primary care only' pathway lived in rural areas whereas a higher proportion in the 'referred to specialist for immediate action' and the 'specialist care only' pathways lived in major urban centres. Across pathways, the median DI varied from 1 to 67 days, the median primary care subinterval varied from 1 to 30 days and the median specialist care subinterval varied from 1 to 25 days. Patients in the 'primary care only' pathway experienced the shortest DIs, and patients in the 'multiple visits and procedures in specialist care' pathway experienced the longest DIs. CONCLUSIONS AND RELEVANCE We identified four melanoma diagnostic pathways. The shortest DI, the 'primary care only' pathway, highlights the important role of primary care and the need to reduce the wait for specialists. Diagnostic processes varied across geographical locations. Future research should address reasons for these differences, including whether they are associated with inefficient or inappropriate care.
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Affiliation(s)
- Meaghan E Mavor
- Division of Cancer Care and Epidemiology, Sinclair Cancer Research Institute, Queen's University, Kingston, Ontario, Canada
- Department of Public Health Sciences, Queen's University, Kingston, Ontario, Canada
| | - Patti A Groome
- Division of Cancer Care and Epidemiology, Sinclair Cancer Research Institute, Queen's University, Kingston, Ontario, Canada
- Department of Public Health Sciences, Queen's University, Kingston, Ontario, Canada
| | - Yuka Asai
- Division of Dermatology, Department of Medicine, Queen's University, Kingston, Ontario, Canada
| | - Hugh Langley
- Department of Oncology, Queen's University, Kingston, Ontario, Canada
- South East Regional Cancer Program, Kingston, Ontario, Canada
| | - Nicole J Look Hong
- Department of Surgery, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Frances C Wright
- Department of Surgery, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
| | - Timothy P Hanna
- Division of Cancer Care and Epidemiology, Sinclair Cancer Research Institute, Queen's University, Kingston, Ontario, Canada
- Department of Public Health Sciences, Queen's University, Kingston, Ontario, Canada
- Department of Oncology, Queen's University, Kingston, Ontario, Canada
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Zazo V, Boman A, Andersson N. Diagnostic Accuracy and Safety of Teledermoscopy for Cutaneous Melanoma Triage in Northern Sweden. Acta Derm Venereol 2024; 104:adv15302. [PMID: 38323499 PMCID: PMC10863494 DOI: 10.2340/actadv.v104.15302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 10/31/2023] [Indexed: 02/08/2024] Open
Abstract
Abstract is missing (Short communication)
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Affiliation(s)
- Virginia Zazo
- Department of Innovation and Research Grants, County Council of Västerbotten, Umeå, Sweden
| | - Antonia Boman
- Dermatology and Venereology, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.
| | - Nirina Andersson
- Dermatology and Venereology, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
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Spanos S, Singh N, Laginha BI, Arnolda G, Wilkinson D, Smith AL, Cust AE, Braithwaite J, Rapport F. Measuring the quality of skin cancer management in primary care: A scoping review. Australas J Dermatol 2023; 64:177-193. [PMID: 36960976 PMCID: PMC10952799 DOI: 10.1111/ajd.14023] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 03/02/2023] [Accepted: 03/07/2023] [Indexed: 03/25/2023]
Abstract
Skin cancer is a growing global problem and a significant health and economic burden. Despite the practical necessity for skin cancer to be managed in primary care settings, little is known about how quality of care is or should be measured in this setting. This scoping review aimed to capture the breadth and range of contemporary evidence related to the measurement of quality in skin cancer management in primary care settings. Six databases were searched for relevant texts reporting on quality measurement in primary care skin cancer management. Data from 46 texts published since 2011 were extracted, and quality measures were catalogued according to the three domains of the Donabedian model of healthcare quality (structure, process and outcome). Quality measures within each domain were inductively analysed into 13 key emergent groups. These represented what were deemed to be the most relevant components of skin cancer management as related to structure, process or outcomes measurement. Four groups related to the structural elements of care provision (e.g. diagnostic tools and equipment), five related to the process of care delivery (e.g. diagnostic processes) and four related to the outcomes of care (e.g. poor treatment outcomes). A broad range of quality measures have been documented, based predominantly on articles using retrospective cohort designs; systematic reviews and randomised controlled trials were limited.
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Affiliation(s)
- Samantha Spanos
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human SciencesMacquarie UniversitySydneyNew South WalesAustralia
| | - Nehal Singh
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human SciencesMacquarie UniversitySydneyNew South WalesAustralia
| | - Bela I. Laginha
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human SciencesMacquarie UniversitySydneyNew South WalesAustralia
| | - Gaston Arnolda
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human SciencesMacquarie UniversitySydneyNew South WalesAustralia
| | - David Wilkinson
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human SciencesMacquarie UniversitySydneyNew South WalesAustralia
- National Skin Cancer CentresSouth BrisbaneQueenslandAustralia
| | - Andrea L. Smith
- The Daffodil CentreUniversity of Sydney, a joint venture with Cancer Council NSWSydneyNew South WalesAustralia
| | - Anne E. Cust
- The Daffodil CentreUniversity of Sydney, a joint venture with Cancer Council NSWSydneyNew South WalesAustralia
- Melanoma Institute AustraliaThe University of SydneySydneyNew South WalesAustralia
| | - Jeffrey Braithwaite
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human SciencesMacquarie UniversitySydneyNew South WalesAustralia
| | - Frances Rapport
- Centre for Healthcare Resilience and Implementation Science, Australian Institute of Health Innovation, Faculty of Medicine, Health and Human SciencesMacquarie UniversitySydneyNew South WalesAustralia
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4
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Assessing the impact of color blindness on the ability of identifying benign and malignant skin lesions by naked-eye examination. PLoS One 2022; 17:e0270487. [PMID: 35921375 PMCID: PMC9348688 DOI: 10.1371/journal.pone.0270487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 06/10/2022] [Indexed: 12/02/2022] Open
Abstract
Background Color vision deficiency describes the inability to distinguish certain shades of color. The aim of this study was to assess the impact of having color vision deficiency on the accuracy of distinguishing benign and malignant skin lesions by naked-eye examination. Methods This was a cross-sectional study conducted during the period August 2020 to February 2021. We randomly selected a total of 20 nevi and 20 melanoma images from an open access image database. The 40 images were divided into four sets of images, each set contained 5 benign and 5 malignant skin lesion images simulated as if they were seen by a protanope physician, deuteranope physician, tritanope physician, and a set of images presented without simulation. In an online survey, students who were in their final year of medical school or had newly graduated were asked to diagnose each image as benign or malignant. Results A total of 140 participants were included with a mean (SD) age of 24.88 (1.51). We found a significantly higher mean accuracy for non-simulated images compared to deuteranope simulated images (p< 0.001, mean difference = 11.07, 95% CI 8.40 to 13.74). We did not find a significant difference in accuracy classification for protanope simulated images (p = 0.066), nor for tritanope simulated images (p = 0.315). Classification accuracy for malignant lesions was higher than classification accuracy for benign lesions, with the highest difference belonging to deuteranope simulated images, with a difference in mean accuracy of classifying malignant lesions by 32.2 (95% CI 27.0 to 37.6). Conclusion Deuteranope participants (i.e., green color deficiency) had a significantly lower accuracy of distinguishing pigmented skin lesions as benign or malignant, an impact not found for other color vision deficiencies, which was mainly for misdiagnosing benign lesions as malignant.
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Edo-Izquierdo S, Martínez-Blanquet LJ, Rovira T. Hierarchy of the main factors predicting the decision to go to the doctor in a general population sample: A factorial survey design. PATIENT EDUCATION AND COUNSELING 2020; 103:1407-1414. [PMID: 32044189 DOI: 10.1016/j.pec.2020.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2019] [Revised: 01/16/2020] [Accepted: 02/03/2020] [Indexed: 06/10/2023]
Abstract
OBJECTIVE To obtain a hierarchy of the main factors that predict the decision to go to the doctor when symptoms are not yet linked to a specific disease. METHOD 64 representative vignettes, combinations of nine factors, were presented to 168 adults between 28-60 years of age. RESULTS Multilevel multiple regression models were used to rank the main factors predicting urgency to see a doctor in order of importance: the interference of symptoms in daily activities (B = -1.29; p < .001), fear (B = -0.96; p < .001), pain (B = -0.90; p < .001), access to medical care (B = -0.64; p < .001) and confidence in the doctor (B = -0.27; <.05). Moreover, gender (B = 0.56; p < .05) and educational level (B =-0.31; p < .05) explained part of the interindividual variation in the daily symptoms' interference. CONCLUSION When a specific disease has not yet been diagnosed, daily symptoms' interference is the factor that most strongly increases the urgency to visit a doctor, especially among men and among people with a higher level of education. PRACTICE IMPLICATIONS To reduce delay, generic health prevention campaigns should place more emphasis on possible interference in daily activities than on the meaning of symptoms for health.
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Affiliation(s)
| | | | - Tatiana Rovira
- Department of Basic Psychology, Autonomous University of Barcelona, Spain.
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Pereira da Veiga CR, Pereira da Veiga C, Drummond-Lage AP, Alves Wainstein AJ, Cristina de Melo A. Journey of the Patient With Melanoma: Understanding Resource Use and Bridging the Gap Between Dermatologist, Surgeon, and Oncologist in Different Health Care Systems. J Glob Oncol 2020; 5:1-8. [PMID: 31283414 PMCID: PMC6690632 DOI: 10.1200/jgo.19.00022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE New scientific evidence has led to modifications in the clinical practice of handling melanoma. In health care systems, there is currently a wide variety of clinical procedures to treat cancer, and the various routes have different effects on the survival of patients with cancer. Thus, this article aimed to evaluate the journey of patients with melanoma in the public and private health care systems in Brazil from the viewpoint of different medical professionals involved in the diagnosis and treatment of the disease. The study also considers the resources used for the complete delivery cycle of health care at different stages of the evolution of melanoma. METHODS We conducted a behavioral study by applying a questionnaire to a group of medical professionals. A nonprobabilistic sampling method for convenience was used, justified by the heterogeneous national incidence and the limited availability of medical professionals who diagnose and treat melanoma. RESULTS The questionnaire was answered by 138 doctors, including doctors from the Brazilian states with the highest concentration of medical specialists and regions with a higher melanoma incidence. The results of this study have the potential to enrich our understanding of the reality of Brazilian health care systems and, at the same time, allow us to discuss the multiple ways in which professionals from diverse specialist fields understand and explain decision making in health care. CONCLUSION Health care decision making is complex and, among other factors, depends on the diversity of available health resources and the knowledge of which treatments provide the greatest benefit to patients and greatest value to the system as a whole. This work can inform debates and reflection that are applicable not only in Brazil, but also in various other countries with similar realities.
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Affiliation(s)
| | | | | | | | - Andreia Cristina de Melo
- Brazilian National Cancer Institute, Hospital do Câncer II, Rio de Janeiro, Rio de Janeiro, Brazil
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Nessim C, Crawford AB. ASO Author Reflections: Wait Times for Melanoma Surgery. Ann Surg Oncol 2018; 26:527-528. [PMID: 30515669 DOI: 10.1245/s10434-018-7022-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Indexed: 11/18/2022]
Affiliation(s)
- Carolyn Nessim
- Division of General Surgery, The Ottawa Hospital, The Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada.
| | - Alyson B Crawford
- Division of General Surgery, The Ottawa Hospital, The Ottawa Hospital Research Institute, University of Ottawa, Ottawa, ON, Canada
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Wikstrom JD, Lundeberg L, Frohm-Nilsson M, Girnita A. Differences in cutaneous melanoma treatment and patient satisfaction. PLoS One 2018; 13:e0205517. [PMID: 30359387 PMCID: PMC6201885 DOI: 10.1371/journal.pone.0205517] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Accepted: 09/17/2018] [Indexed: 11/17/2022] Open
Abstract
Although clinical guidelines exist, the management of patients with cutaneous melanoma (CM) is a complex process that may vary between different care providers with potential dysfunctions ultimately mirrored in the overall patient satisfaction. The aim of the present study was to investigate the CM management as related to lead times, surgical quality and diagnosis communication with the hypothesis that the care may differ between providers and disparities may impact patient satisfaction. Medical records of 181 patients were retrospectively analyzed with parallel patient satisfaction evaluation by telephone interviews. Overall mean lead times from initial diagnosis until completion of all surgery and histopathology reports were 80-100 days and delays occurred at every step of the process. General practitioners performed excision biopsies faster however this was mitigated by slower histopathology processing. University level CM care showed less lag time between excision biopsy, wide local excision for thick melanomas and histopathology confirmation. University level care operated with twice the surgical margin as compared to general practitioners and non-university level specialists. Male patients had larger excision biopsy margins and significantly shorter lead times than female patients. Patient satisfaction rates were generally higher in the academic hospitals as compared to general practitioners and non-university dermatology clinics. Surprisingly, there was no correlation between lead times and patient satisfaction. Taken together, CM show substantial variation and caution should be practiced when using patient satisfaction as a quality indicator.
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Affiliation(s)
- Jakob D. Wikstrom
- Dermatology and Venereology Unit, Department of Medicine Solna, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Lena Lundeberg
- Dermatology and Venereology Unit, Department of Medicine Solna, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Margareta Frohm-Nilsson
- Dermatology and Venereology Unit, Department of Medicine Solna, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Ada Girnita
- Dermatology and Venereology Unit, Department of Medicine Solna, Karolinska University Hospital, Karolinska Institutet, Stockholm, Sweden
- Department of Oncology and Pathology, Cancer Centre Karolinska, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
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Lamprell K, Braithwaite J. When Patients Tell Their Own Stories: A Meta-Narrative Study of Web-Based Personalized Texts of 214 Melanoma Patients' Journeys in Four Countries. QUALITATIVE HEALTH RESEARCH 2018; 28:1564-1583. [PMID: 29173015 DOI: 10.1177/1049732317742623] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Malignant melanoma is an aggressive, recalcitrant disease. Its impact on people can be compounded by the physical and psychosocial consequences of medical management. Providing melanoma patients with patient-centered care that is effective, safe, and supportive throughout their journey requires knowledge of patients' progressive experiences and evolving perspectives. With ethical approval, we undertook a meta-narrative study of 214 experiential accounts of melanoma collected from the personal story sections of melanoma and cancer support websites. Using a narrative approach, we qualitatively examined the care experiences represented in these accounts and identified needs for supportive care in a framework reflective of the personal patient journey. We differentiate these across three key periods: lead-up to diagnosis; diagnosis, treatment, and recovery; and posttreatment and recurrence, and provide a visual representation of the patient journey. This article contributes to the growing body of work that utilizes Internet content as sources of qualitative, experiential health care data.
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Affiliation(s)
- Klay Lamprell
- 1 Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
| | - Jeffrey Braithwaite
- 1 Australian Institute of Health Innovation, Macquarie University, Sydney, New South Wales, Australia
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Conic RZ, Cabrera CI, Khorana AA, Gastman BR. Determination of the impact of melanoma surgical timing on survival using the National Cancer Database. J Am Acad Dermatol 2018; 78:40-46.e7. [PMID: 29054718 PMCID: PMC6053055 DOI: 10.1016/j.jaad.2017.08.039] [Citation(s) in RCA: 84] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Revised: 08/09/2017] [Accepted: 08/16/2017] [Indexed: 12/31/2022]
Abstract
BACKGROUND The ideal timing for melanoma treatment, predominantly surgery, remains undetermined. Patient concern for receiving immediate treatment often exceeds surgeon or hospital availability, requiring establishment of a safe window for melanoma surgery. OBJECTIVE To assess the impact of time to definitive melanoma surgery on overall survival. METHODS Patients with stage I to III cutaneous melanoma and with available time to definitive surgery and overall survival were identified by using the National Cancer Database (N = 153,218). The t test and chi-square test were used to compare variables. Cox regression was used for multivariate analysis. RESULTS In a multivariate analysis of patients in all stages who were treated between 90 and 119 days after biopsy (hazard ratio [HR], 1.09; 95% confidence interval [CI], 1.01-1.18) and more than 119 days (HR, 1.12; 95% CI, 1.02-1.22) had a higher risk for mortality compared with those treated within 30 days of biopsy. In a subgroup analysis of stage I, higher mortality risk was found in patients treated within 30 to 59 days (HR, 1.05; 95% CI, 1.01-1.1), 60 to 89 days (HR, 1.16; 95% CI, 1.07-1.25), 90 to 119 days (HR, 1.29; 95% CI, 1.12-1.48), and more than 119 days after biopsy (HR, 1.41; 95% CI, 1.21-1.65). Surgical timing did not affect survival in stages II and III. LIMITATIONS Melanoma-specific survival was not available. CONCLUSION Expeditious treatment of stage I melanoma is associated with improved outcomes.
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Affiliation(s)
- Ruzica Z Conic
- Department of Dermatology and Plastic Surgery, Cleveland Clinic, Cleveland, Ohio
| | - Claudia I Cabrera
- Department of Dermatology and Plastic Surgery, Cleveland Clinic, Cleveland, Ohio
| | - Alok A Khorana
- Department of Hematology and Oncology, Cleveland Clinic, Cleveland, Ohio
| | - Brian R Gastman
- Department of Dermatology and Plastic Surgery, Cleveland Clinic, Cleveland, Ohio.
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Crawford AB, Nessim C, Weaver J, van Walraven C. Wait Times for Melanoma Surgery: Is There an Association with Overall Survival? Ann Surg Oncol 2017; 25:265-270. [DOI: 10.1245/s10434-017-6146-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2017] [Indexed: 11/18/2022]
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