AI in Healthcare refers to the application of artificial intelligence techniques to improve clinical decision making, patient care, and healthcare operations. It includes methods such as machine learning, computer vision, and natural language processing to analyze medical images, electronic health records, and genomic data. These systems support tasks such as diagnosis, treatment planning, drug discovery, and workflow optimization, enhancing efficiency, accuracy, and outcomes across healthcare settings.
AI interpretability has long been the focus, but what if it’s only part of the story? New research introduces model semantics, a framework for understanding what AI systems truly represent and how their internal structures connect to real-world phenomena.
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NEC Laboratories America, Inc. (NEC Labs) is the US-based center for NEC Corporation’s global network of corporate research laboratories. Our diverse research groups collaborate with industry, academia and governments to provide disruptive solutions to complex problems. A leader in the integration of IT and network technologies with more than 100 years of expertise, NEC provides a combination of products and solutions that cross-utilize the company’s experience and global resources to meet the complex and ever-changing needs of its customers.