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About Deep Learning For Healthcare - Review, Opportunities and Challenges
This document discusses the potential for deep learning approaches to analyze complex biomedical data and improve healthcare. It reviews recent applications of deep learning to healthcare domains using data sources like electronic health records, genomics, and medical images. While deep learning shows promise for gaining insights from these data, challenges remain around interpretability for domain experts and developing models that bridge deep learning and human understanding. The document argues that addressing interpretability through meaningful architectures could help translate big data insights into improved human health.
Detailed Information
| Author: | ['Henry Zheng'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 11 |
| Language: | English |
| Format: | |
| Price: | FREE |
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