About this Research Topic
Healthcare and advancements in the diagnosis of diseases have become major issues in today's environment. However, cutting-edge ideas and technologies such as machine learning and deep learning can assist patients and physicians with effective diagnoses at early stages. These algorithms help healthcare providers better meet the needs and cater to the preferences of their patients.
The goal of this Research Topic is to facilitate a discussion between academic and industry experts on the challenges and opportunities in the healthcare sector, and how suitable frameworks can be developed to support data mining in this field. The Research Topic aims to analyze machine learning in the practice of healthcare, its effectiveness, and so forth. This proposal will help find the best algorithmic frameworks for doctors with important matters such as diagnosis and decision-making.
We welcome submissions on the following (but not limited to):
- Deep learning approach for healthcare analysis
- Artificial intelligence medical applications
- Emotional recognition in medical surveillance
- Treatment and diagnosis of medical fatigue
- Advancement in health informatics industry
- Evaluation and effectiveness of healthcare diagnoses
The goal of this Research Topic is to facilitate a discussion between academic and industry experts on the challenges and opportunities in the healthcare sector, and how suitable frameworks can be developed to support data mining in this field. The Research Topic aims to analyze machine learning in the practice of healthcare, its effectiveness, and so forth. This proposal will help find the best algorithmic frameworks for doctors with important matters such as diagnosis and decision-making.
We welcome submissions on the following (but not limited to):
- Deep learning approach for healthcare analysis
- Artificial intelligence medical applications
- Emotional recognition in medical surveillance
- Treatment and diagnosis of medical fatigue
- Advancement in health informatics industry
- Evaluation and effectiveness of healthcare diagnoses
Keywords: Medical Imaging, Big Data, Deep learning, Machine learning, Disease diagnosis
Important Note: All contributions to this Research Topic must be within the scope of the section and journal to which they are submitted, as defined in their mission statements. Frontiers reserves the right to guide an out-of-scope manuscript to a more suitable section or journal at any stage of peer review.
