Affiliation:
1. University Institute of Technology RGPV, Bhopal, India
Abstract
Machine learning has transformed the world by giving it a wide variety of applications in the field of manufacturing, and now it has proved itself in the field of healthcare too. Its application ranges from cardiac arrest prediction to body organ recognition from images, lung disease detection, etc. Machine learning application has increased the reach of patients to their healthcare record, and with the use of machine learning techniques, many new treatment options and new drugs are now available which was not possible before. This chapter has presented the basic introduction of machine learning techniques and their wide variety of applications in the healthcare system.
Reference35 articles.
1. Abadi, M., Agarwal, A., Barham, P., Brevdo, E., Chen, Z., Citro, C., . . . Zheng, X. (2016). Tensorflow: Large-scale machine learning on heterogeneous distributed systems. arXiv preprint arXiv:1603.04467.
2. Brain Tumor Type Classification via Capsule Networks
3. Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network
4. Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: Results of 10 convolutional neural networks
5. AI augmentation of radiologist performance in distinguishing COVID-19 from pneumonia of other etiology on chest CT.;H. X.Bai;Radiology,2020
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