{"product_id":"mohnish-muchhal-integrated-meta-learning-into-biomedical-diagnostics-9786208441517","title":"INTEGRATED META- LEARNING INTO BIOMEDICAL DIAGNOSTICS","description":"Meta-learning methods have to be properly applied in a wide range of healthcare settings through a huge number of theoretical and experimental studies. Meta-learning in health care remains in its infancy and has as yet not appealed to a larger scientific community, even with the developments. Additional work attempts need to be done to bridge a gap in the literature by combining existing breakthroughs and their practical applications since it is the first systematic survey targeting meta-learning within this area. The scope of the adaptation is where meta-learning also diverges from base learning. Whereas its acquisition is all about acquiring proficiency in a number of learning tasks, base-level acquisition is aimed at acquiring knowledge in one particular learning task. These are data integration across heterogeneous modalities, model interpretability, privacy and security, and real-world scalability optimization. Addressing these areas will enable meta-learning to become a foundation of the next generation of healthcare technologies, providing more accurate, personalized, and efficient diagnostic systems that can ultimately lead to better patient outcomes.","brand":"LAP LAMBERT Academic Publishing","offers":[{"title":"Default Title","offer_id":53367541072214,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9786208441517_1_028c25c3-429f-44bd-ba89-39adccf11fd5.jpg?v=1784228976","url":"https:\/\/www.momoxbooks.com\/products\/mohnish-muchhal-integrated-meta-learning-into-biomedical-diagnostics-9786208441517","provider":"momox","version":"1.0","type":"link"}