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024 7 _a10.1007/978-981-97-3312-5
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072 7 _aUYQM
_2bicssc
072 7 _aMAT029000
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245 1 0 _aSmart Healthcare and Machine Learning
_h[electronic resource] /
_cedited by Mousmi Ajay Chaurasia, Prasanalakshmi Balaji, Alejandro C. Frery.
250 _a1st ed. 2024.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2024.
300 _aXIII, 337 p. 128 illus., 115 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aAdvanced Technologies and Societal Change,
_x2191-6861
505 0 _a -- 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.
520 _aThe 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.
650 0 _aMachine learning.
_955059
650 0 _aHealth services administration.
_961649
650 0 _aInternet of things.
_958845
650 0 _aBiomedical engineering.
650 0 _aSocial medicine.
_962456
650 0 _aMedical informatics.
_960693
650 1 4 _aMachine Learning.
_955059
650 2 4 _aHealth Care Management.
_967006
650 2 4 _aInternet of Things.
_958845
650 2 4 _aMedical and Health Technologies.
650 2 4 _aHealth, Medicine and Society.
_969853
650 2 4 _aHealth Informatics.
700 1 _aChaurasia, Mousmi Ajay.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_980534
700 1 _aBalaji, Prasanalakshmi.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_980535
700 1 _aFrery, Alejandro C.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_980536
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9789819733149
830 0 _aAdvanced Technologies and Societal Change,
_x2191-6861
_980537
856 4 0 _uhttps://doi.org/10.1007/978-981-97-3312-5
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