Researchers develop automated melanoma detectors: screen for skin cancer

Even experts may be fooled by melanoma. People with this type of skin cancer often look like cockroaches on the skin, are often irregular in shape and color, and are difficult to distinguish from benign, making the disease difficult to diagnose.

Now, Rockefeller University researchers have developed an automated technology that combines imaging with digital analysis and machine learning to help doctors detect melanoma early.

“The dermatology field really needs to standardize how to evaluate melanoma,” said Professor James Carl, director of the clinical investigation and investigation dermatology laboratory at Martin Carter. “Screening tests can save lives, but it is visually challenging, even if When suspicious lesions were extracted and biopsied, only about 10% were confirmed to be melanoma."

研究人员开发了用于皮肤癌筛选的自动化黑素瘤检测器!

Even experts may be fooled by melanoma. People with this type of skin cancer often look like cockroaches on the skin, are often irregular in shape and color, and are difficult to distinguish from benign, making the disease difficult to diagnose.

Now, Rockefeller University researchers have developed an automated technology that combines imaging with digital analysis and machine learning to help doctors detect melanoma early.

“The dermatology field really needs to standardize how to evaluate melanoma,” said Professor James Carl, director of the clinical investigation and investigation dermatology laboratory at Martin Carter. “Screening tests can save lives, but it is visually challenging, even if When suspicious lesions were extracted and biopsied, only about 10% were confirmed to be melanoma."

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