04013nam 22007335 450 991087468890332120240713130858.09789819733125(electronic bk.)978981973311810.1007/978-981-97-3312-5(MiAaPQ)EBC31526846(Au-PeEL)EBL31526846(CKB)32813337700041(DE-He213)978-981-97-3312-5(EXLCZ)993281333770004120240713d2024 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierSmart Healthcare and Machine Learning /edited by Mousmi Ajay Chaurasia, Prasanalakshmi Balaji, Alejandro C. Frery1st ed. 2024.Singapore :Springer Nature Singapore :Imprint: Springer,2024.1 online resource (340 pages)Advanced Technologies and Societal Change,2191-6861Print version: Chaurasia, Mousmi Ajay Smart Healthcare and Machine Learning Singapore : Springer,c2024 9789819733118 -- Predictive Modeling for Patient Outcomes in Smart Healthcare Systems. -- Machine Learning for Personalized Treatment Recommendations. -- Smart Health Monitoring: Data Collection and Analysis with Machine Learning. -- Enhancing Medical Imaging through Dimension Reduction Learning. -- Natural Language Processing for Health Record Management. -- Machine Learning-driven Drug Discovery and Development.The book explores the convergence of healthcare and cutting-edge technology, making it a captivating subject for readers interested in future research. Smart healthcare with machine learning techniques offers a transformative paradigm that utilizes the power of new technology, data analytics, and interconnected devices to enhance the quality, efficiency, and accessibility of healthcare services. This involves leveraging Internet of Things (IoT) devices, wearable technology, and machine learning algorithms to monitor patient health, predict medical conditions, and offer personalized treatment recommendations. This innovative combination not only enhances diagnostics and treatment but also addresses the research challenges of healthcare access and delivery in an increasingly connected world. By exploring the synergy between smart healthcare and machine learning, the book helps to understand how these technologies can collaborate to revolutionize patient care and healthcare delivery. This book is an outcome with applications of future technologies to overcome the toughest humanitarian challenges from an engineering approach.Advanced Technologies and Societal Change,2191-6861Machine learningHealth services administrationInternet of thingsBiomedical engineeringSocial medicineMedical informaticsMachine LearningHealth Care ManagementInternet of ThingsMedical and Health TechnologiesHealth, Medicine and SocietyHealth InformaticsMachine learning.Health services administration.Internet of things.Biomedical engineering.Social medicine.Medical informatics.Machine Learning.Health Care Management.Internet of Things.Medical and Health Technologies.Health, Medicine and Society.Health Informatics.006.31Chaurasia Mousmi Ajay1749569Balaji Prasanalakshmi1749570Frery Alejandro C1058499MiAaPQMiAaPQMiAaPQ9910874688903321Smart Healthcare and Machine Learning4183840UNINA