Artificial intelligence in psoriasis: Where we are and where we are going
被引:7
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作者:
Liu, Zhenhua
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Fourth Mil Med Univ, Xijing Hosp, Dept Dermatol, 127 Changlexi Rd, Xian 710032, Shaanxi, Peoples R China
Fourth Mil Med Univ, Tangdu Hosp, Dept Dermatol, 1 Xinsi Rd, Xian 710038, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Xijing Hosp, Dept Dermatol, 127 Changlexi Rd, Xian 710032, Shaanxi, Peoples R China
Liu, Zhenhua
[1
,2
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Wang, Xinyu
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机构:
Valdosta State Univ, Dept Econ Finance & Healthcare Adm, Valdosta, GA 31602 USAFourth Mil Med Univ, Xijing Hosp, Dept Dermatol, 127 Changlexi Rd, Xian 710032, Shaanxi, Peoples R China
Wang, Xinyu
[3
]
Ma, Yao
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Fourth Mil Med Univ, Student Brigade Basic Med Sch, Xian, Peoples R ChinaFourth Mil Med Univ, Xijing Hosp, Dept Dermatol, 127 Changlexi Rd, Xian 710032, Shaanxi, Peoples R China
Ma, Yao
[4
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Lin, Yiting
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Fourth Mil Med Univ, Tangdu Hosp, Dept Dermatol, 1 Xinsi Rd, Xian 710038, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Xijing Hosp, Dept Dermatol, 127 Changlexi Rd, Xian 710032, Shaanxi, Peoples R China
Lin, Yiting
[2
]
Wang, Gang
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机构:
Fourth Mil Med Univ, Xijing Hosp, Dept Dermatol, 127 Changlexi Rd, Xian 710032, Shaanxi, Peoples R ChinaFourth Mil Med Univ, Xijing Hosp, Dept Dermatol, 127 Changlexi Rd, Xian 710032, Shaanxi, Peoples R China
Wang, Gang
[1
]
机构:
[1] Fourth Mil Med Univ, Xijing Hosp, Dept Dermatol, 127 Changlexi Rd, Xian 710032, Shaanxi, Peoples R China
[2] Fourth Mil Med Univ, Tangdu Hosp, Dept Dermatol, 1 Xinsi Rd, Xian 710038, Shaanxi, Peoples R China
[3] Valdosta State Univ, Dept Econ Finance & Healthcare Adm, Valdosta, GA 31602 USA
[4] Fourth Mil Med Univ, Student Brigade Basic Med Sch, Xian, Peoples R China
Artificial intelligence (AI) is a field of computer science that involves the development of programs designed to replicate human cognitive processes and the analysis of complex data. In dermatology, which is predominantly a visual-based diagnostic field, AI has become increasingly important in improving professional processes, particularly in the diagnosis of psoriasis. In this review, we summarized current AI applications in psoriasis: (i) diagnosis, including identification, classification, lesion segmentation, lesion severity and area scoring; (ii) treatment, including prediction treatment efficiency and prediction candidate drugs; (iii) management, including e-health and preventive medicine. Key challenges and future aspects of AI in psoriasis were also discussed, in hope of providing potential directions for future studies.
机构:
Division of Gastroenterology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MIDivision of Gastroenterology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI
Ahmed M.
Stone M.L.
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机构:
Division of Gastroenterology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MIDivision of Gastroenterology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI
Stone M.L.
Stidham R.W.
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机构:
Division of Gastroenterology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI
Department of Computational Medicine and Bioinformatics, University of Michigan, 3912 Taubman Center, 1500 East Medical Center Drive, Ann Arbor, 48109, MI
Michigan Institute for Data Science (MIDAS), University of Michigan, Ann Arbor, MIDivision of Gastroenterology, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI