Titlebook: Introduction to Deep Learning for Healthcare; Cao Xiao,Jimeng Sun Textbook 2021 The Editor(s) (if applicable) and The Author(s), under exc

公款

书目名称Introduction to Deep Learning for Healthcare影响因子(影响力)




书目名称Introduction to Deep Learning for Healthcare影响因子(影响力)学科排名




书目名称Introduction to Deep Learning for Healthcare网络公开度




书目名称Introduction to Deep Learning for Healthcare网络公开度学科排名




书目名称Introduction to Deep Learning for Healthcare被引频次




书目名称Introduction to Deep Learning for Healthcare被引频次学科排名




书目名称Introduction to Deep Learning for Healthcare年度引用




书目名称Introduction to Deep Learning for Healthcare年度引用学科排名




书目名称Introduction to Deep Learning for Healthcare读者反馈




书目名称Introduction to Deep Learning for Healthcare读者反馈学科排名

价值在贬值

知识分子

Generative Models, examples. Generative models have several advantages over discriminative models. For example, they are more effective in modeling high-dimensional probability distributions, which are often seen in many application domains, including healthcare.

火花

胆小鬼

http://image.papertrans.cn/i/image/473605.jpg

可忽略

Ardent

Health Data,Health data are diverse with multiple modalities. This chapter will introduce different types of health data, including structured health data (e.g., diagnosis codes, procedure codes) and unstructured data (e.g., clinical notes, medical images). We will also present the popular health data standards for representing those data.

Chipmunk

认识

foodstuff

Attention Models,Accuracy and interpretability are two desirable properties of successful predictive models. Most of deep learning models try to achieve high accuracy without much consideration of interpretability. The attention mechanism is one rare occasion that allows neural network models to achieve both accuracy and interpretability.