Abstract
By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – New research on Artificial Intelligenc e is the subject of a report. According to news reporting out of New York City, New York, by NewsRx editors, research stated, “Accurate seizure and epilepsy dia gnosis remains a challenging task due to the complexity and variability of manif estations, which can lead to delayed or missed diagnosis. Machine learning (ML) and artificial intelligence (AI) is a rapidly developing field, with growing int erest in integrating and applying these tools to aid clinicians facing diagnosti c uncertainties.” Our news journalists obtained a quote from the research from New York University (NYU), “ML algorithms, particularly deep neural networks, are increasingly empl oyed in interpreting electroencephalograms (EEG), neuroimaging, wearable data, a nd seizure videos. This review discusses the development and testing phases of A I/ML tools, emphasizing the importance of generalizability and interpretability in medical applications, and highlights recent publications that demonstrate the current and potential utility of AI to aid clinicians in diagnosing epilepsy. C urrent barriers of AI integration in patient care include dataset availability a nd heterogeneity, which limit studies’ quality, interpretability, comparability, and generalizability. ML and AI offer substantial promise in improving the accu racy and efficiency of epilepsy diagnosis.”
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