Engineering · 2020 · 548 citations · 67 references
ComputingBiomedical EngineeringComputer ScienceArtificial IntelligenceBiomedical Signal ProcessingMachine LearningComputer-aided DiagnosisDecision Support In HealthcareArtificial Intelligence-assisted DiagnosisBiomedical ApplicationsDisease DiagnosticsEpileptic Seizure DetectionMachine Learning For Healthcare
Artificial intelligence is rapidly advancing in software, hardware, and applications, yet its use in biomedicine remains in an early stage with rapid progress expected. This review summarizes recent AI applications in biomedicine—including diagnostics, assistance, information processing, and research—to track scientific advances, assess technology availability, and inspire researchers. It presents two case studies demonstrating AI prediction of epileptic seizures and the filling of a dysfunctional urinary bladder.
Artificial intelligence (AI) has been developing rapidly in recent years in terms of software algorithms, hardware implementation, and applications in a vast number of areas. In this review, we summarize the latest developments of applications of AI in biomedicine, including disease diagnostics, living assistance, biomedical information processing, and biomedical research. The aim of this review is to keep track of new scientific accomplishments, to understand the availability of technologies, to appreciate the tremendous potential of AI in biomedicine, and to provide researchers in related fields with inspiration. It can be asserted that, just like AI itself, the application of AI in biomedicine is still in its early stage. New progress and breakthroughs will continue to push the frontier and widen the scope of AI application, and fast developments are envisioned in the near future. Two case studies are provided to illustrate the prediction of epileptic seizure occurrences and the filling of a dysfunctional urinary bladder.
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Collective dynamics of ‘small-world’ networks
Duncan J. Watts, Steven H. Strogatz · Nature · 1998 · 43.2K citations