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Machine Learning in Medicine
DOI:10.1056/NEJMra1814259.png)
摘要
En 中文
A 49-year-old patient notices a painless rash on his shoulder but does not seek care. Months later, his wife asks him to see a doctor, who diagnoses a seborrheic keratosis. Later, when the patient undergoes a screening colonoscopy, a nurse notices a dark macule on his shoulder and advises him to have it evaluated. One month later, the patient sees a dermatologist, who obtains a biopsy specimen of the lesion. The findings reveal a noncancerous pigmented lesion. Still concerned, the dermatologist requests a second reading of the biopsy specimen, and invasive melanoma is diagnosed. An oncologist initiates treatment with systemic chemotherapy. A physician friend asks the patient why he is not receiving immunotherapy.
Keyword:
HEALTH-CARE
PREDICTIVE ANALYTICS
DIABETIC-RETINOPATHY
BIG DATA
RISK
TIME
VALIDATION
RECORDS
CLASSIFICATION
STANDARDS
AI总结
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期刊
IF:
78.5
论文数:
2.7W
被引数:
39.7W
机构
引用论文
Clinically applicable deep learning for diagnosis and referral in retinal disease深度学习在视网膜疾病诊断和转诊中的临床应用
NATURE MEDICINE
IF50
The Legal And Ethical Concerns That Arise From Using Complex Predictive Analytics In Health Care在医疗保健中使用复杂的预测分析引起的法律和道德问题
HEALTH AFFAIRS
IF8.1

