main webpage W Topic Data Science arXiv (Cornell University) SyntheX: Scaling Up Learning-based X-ray Image Analysis Through In Silico Experiments 2022 Artificial intelligence (AI) now enables automated interpretation of medical images for clinical use. However, AI's potential use for interventional images (versus those involved in triage or diagnosis), such as for guidance during surgery, remains largely un… Article Open Data Science Open Article Page

Data Science

Field of study to extract knowledge from data Data science is an interdisciplinary academic field that uses statistics, scientific computing, scientific methods, processing, scientific visualization, algorithms and systems to extract or extrapolate knowledge from potentially noisy, structured, or unstructured data. Data science also integrates domain knowledge from the underlying application domain (e.g., natural sciences, information technology, and medicine). Data science is multifaceted and can be described as a science, a research paradigm, a research method, a discipline, a workflow, and a profession. Data science is "a concept to unify statistics, data analysis, informatics, and their related methods" to "understand and analyze actual phenomena" with data. Critical Symbolic Virtual Narrative Open Data Science Open Article Page

Exploring foci of: arXiv (Cornell University) SyntheX: Scaling Up Learning-based X-ray Image Analysis Through In Silico Experiments 2022 Artificial intelligence (AI) now enables automated interpretation of medical images for clinical use. However, AI's potential use for interventional images (versus those involved in triage or diagnosis), such as for guidance during surgery, remains largely untapped. This is because surgical AI systems are currently trained using post hoc analysis of data collected during live surgeries, which has fundamental and practical limitations, including ethical considerations, expense, scalability, data integrity, and a la… Open Article Page

Click Data Science Vs: Computer Science Artificial Intelligence Machine Learning Segmentation Fault Generalization Training, Validation, And Test Data Sets Mathematical Analysis Mathematics Database Open Article Page

Explore Data Science W Topic Data Science arXiv (Cornell University) SyntheX: Scaling Up Learning-based X-ray Image Analysis Through In Silico Experiments 2022 Artificial intelligence (AI) now enables automated interpretation of medical images for clinical use. However, AI's potential use for interventional images (versus those involved in triage or diagnosis), such as for guidance during surgery, remains largely un… Article Critical Symbolic Virtual Narrative Open Data Science Open Article Page