2018
DOI: 10.1001/jamadermatol.2018.3022
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Comparison of Dermatologist Density Between Urban and Rural Counties in the United States

Abstract: A n adequate and appropriately trained physician workforce is necessary to meet the nation's current and future health care demands. As the US population continues to increase and age, there is an unmet need for dermatologic care. 1 The increasing incidence of skin cancer, high prevalence of complex inflammatory skin disorders, advanced therapeutics, and widening market for surgical and noninvasive procedures have also contributed to an increased demand for dermatologists that is expected to continue to increa… Show more

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Cited by 136 publications
(100 citation statements)
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“…Developing CAD systems to detect skin cancer using dermoscopy images is an important and promising task [5] . However, in emerging countries [6] and in remote/rural areas [7] there is a strong lack of medical tools and experts to assess such type of data. In these places, CAD systems embedded on smartphones may be a low-cost solution, in particular, to assist non-expert clinicians to detect skin cancer [8] .…”
Section: Datamentioning
confidence: 99%
“…Developing CAD systems to detect skin cancer using dermoscopy images is an important and promising task [5] . However, in emerging countries [6] and in remote/rural areas [7] there is a strong lack of medical tools and experts to assess such type of data. In these places, CAD systems embedded on smartphones may be a low-cost solution, in particular, to assist non-expert clinicians to detect skin cancer [8] .…”
Section: Datamentioning
confidence: 99%
“…Furthermore, cutaneous t-cell lymphoma (CTCL) is a rare malignant disease of the skin that is often difficult to distinguish from eczematous disease, even for trained dermatologists ( 6 ). Low diagnostic accuracy in primary healthcare combined with reports of a growing shortage of dermatologists in rural parts of the US ( 7 ) carry a risk of untimely treatment and triaging.…”
Section: Introductionmentioning
confidence: 99%
“…Several variables have been shown to influence a young physician's decision to establish a clinical practice in geographically isolated areas, including rural upbringing, longitudinal rural clinical experiences during medical training, and family influences. 5 Location of residency training is an additional variable that impacts practice location, though migration following dermatology residency is a complex phenomenon. However, training location does not guarantee retention of dermatology graduates in any particular geographic area.…”
mentioning
confidence: 99%