Machine learning applications in healthcare sector: An overviewVirendra Kumar Verma aSavita Verma b
medical images, and genomic sequences. It’s a gold mine for machine learning, but it’s also a massive headache for healthcare providers. They’re struggling to make sense of it all, and that’s where ML comes in.
Innovation is the prime companion of the healthcare sector in tough times. From wearable smart devices that monitor your health to Machine Learning in healthcare for personal assistance, the industry is now advancing much faster than ever before. Google recently developed a Machine Learning algorithm...
Virtual assistants are an increasingly popular solution in the healthcare sector via chatbots or dedicated applications. In particular, we see the emergence of machine learning-based virtual assistants to support patients in all pathways of care. There is a trend towards virtual nurses who are alway...
This book provides an ideal foundation for readers to understand the application of artificial intelligence (AI) and machine learning (ML) techniques to expert systems in the healthcare sector. It starts with an introduction to the topic and presents chapters which progressively explain decision-making...
Machine learning is frequently being leveraged to tackle problems in the health sector including utilization for clinical decision-support. Its use has historically been focused on single modal data. Attempts to improve prediction and mimic the multimoda
Healthcare is one of the application domains that uses blockchain and IoT Technology. Nowadays healthcare sector is facing the main challenge in distributing electronic health records, which is data privacy. It has been difficult to manage the large-scale data while preserving the privacy of ...
Artificial intelligence (AI) driven by machine learning (ML) algorithms is a branch in computer science that is rapidly gaining popularity within the healthcare sector. Recent regulatory approvals of AI-driven companion diagnostics and other products are glimmers of a future in which these tools co...
Machine learning in healthcare. Curr Genomics . 2021;22(4):291-300. 返回引文位置Google Scholar 百度学术 万方数据 6. Bannigan P , Aldeghi M , Bao Z , Häse F , Aspuru-Guzik A , Allen C . Machine learning directed drug formulation development. Adv Drug Deliv Rev . 2021;175:...
Healthcare 1. Introduction In recent years, various machine learning (ML) techniques have been widely applied to different healthcare applications. In particular, deep learning (DL) based methods have provided state-of-the-art performance for various healthcare tasks including medical image reconstructi...