Research Data from Symbiosis Institute of Technology Update Understanding of Machine Learning (Advancements and gaps in natural language processing and machine learning applications in healthcare: a comprehensive review of electronic medical...).

A recent report from the Symbiosis Institute of Technology in Pune, India, delves into the advancements and limitations of Natural Language Processing (NLP) and Machine Learning (ML) in healthcare, particularly in Electronic Medical Records (EMRs) and medical imaging. The study highlights the successful integration of NLP and ML methodologies to enhance healthcare decision-making, extract information from unstructured data, and improve patient care. The research emphasizes the need for scalable implementations, interdisciplinary collaboration, ethical considerations, and customization of approaches to fully leverage the potential of NLP and ML in healthcare for better patient outcomes and service delivery. [Extracted from the article]