论文信息 - Impact of Artificial Intelligence in Health care: A Study

Impact of Artificial Intelligence in Health care: A Study

The acceptance of AI in health care relates to the analysis of the huge amount of information that is generated each day and the limitation of physicians to address these needs. The growth of data complexity in the medical domain refers to the increasing usage of artificial intelligence in that sector. Some vital functionaries include care providers, diagnostic recommendation systems, and adherence of patients among others. Likewise, there exist several applications where AI can be successfully deployed in clinical applications. In this study, the role of AI in this critical healthcare sector is highlighted. Some popular existing research works in the healthcare domain are discussed. Software projects involving AI in this sector are summarized. Finally, a real-time implementation of medical imaging using different computational methods is demonstrated. Maximum accuracy of 94.2% was noted for prostate cancer. It is also found that it takes maximum time for the analysis of lung cancer (2.43 s) and minimum for brain cancer (1.12 s).

Paolo Barsocchi | Hrudaya Kumar Tripathy | Akash Kumar Bhoi | Devyani Bairagya

[1] Sushruta Mishra,et al. Stacked KNN with hard voting predictive approach to assist hiring process in IT organizations , 2021 .

[2] Sushruta Mishra,et al. Optimization of Skewed Data Using Sampling-Based Preprocessing Approach , 2020, Frontiers in Public Health.

[3] M. Maruthappu,et al. Artificial intelligence in medicine: current trends and future possibilities. , 2018, The British journal of general practice : the journal of the Royal College of General Practitioners.

[4] Paolo Barsocchi,et al. EAGA-MLP—An Enhanced and Adaptive Hybrid Classification Model for Diabetes Diagnosis , 2020, Sensors.

[5] Sushruta Mishra,et al. Performance Evaluation of a Proposed Machine Learning Model for Chronic Disease Datasets Using an Integrated Attribute Evaluator and an Improved Decision Tree Classifier , 2020 .

[6] R. Novoa,et al. Artificial intelligence and dermatology: opportunities, challenges, and future directions. , 2019, Seminars in cutaneous medicine and surgery.

[7] Sushruta Mishra,et al. Digital media news categorization using Bernoulli document model for web content convergence , 2020, Personal and Ubiquitous Computing.