Architecture of AGAN algorithm model.

<div><p>In daily life, two common algorithms are used for collecting medical disease data: data integration of medical institutions and questionnaires. However, these statistical methods require collecting data from the entire research area, which consumes a significant amount of manpowe...

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التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Xing Chen (140292) (author)
مؤلفون آخرون:	Na Zhang (333280) (author), Xiaohui Yang (352345) (author), Chunyan Wang (306606) (author), Qi Na (12691231) (author), Tianyun Luan (20314628) (author), Wendi Zhu (15369385) (author), Chenjie Zhang (11328211) (author), Chao Yang (174810) (author)
منشور في:	2024
الموضوعات:	Genetics Biotechnology Science Policy Infectious Diseases Plant Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified strong learning ability public health authorities generative adversarial networks experimental results demonstrate entire research area two common algorithms algorithm takes advantage corresponding data type missing data samples discrete missing data evident practical significance data matrix filled real data distribution missing data filling missing data real data data distribution proposed algorithm filling algorithms attribute matrix published data generated data filling data data integration distribution deviation xlink "> training stability timely analysis significant amount reliable knowledge network structures medical institutions material resources loss function large number higher accuracy fewer errors ensuring consistency downstream tasks directly convert daily life cardiac disease approach establishes ambiguous meaning actual meaning
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Architecture of AGAN algorithm model.

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