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020 _a9783031326257
_9978-3-031-32625-7
024 7 _a10.1007/978-3-031-32625-7
_2doi
050 4 _aR856-857
072 7 _aMQW
_2bicssc
072 7 _aTEC059000
_2bisacsh
072 7 _aMQW
_2thema
245 1 0 _aInnovative Technologies and Signal Processing in Perinatal Medicine
_h[electronic resource] :
_bVolume 2 /
_cedited by Danilo Pani.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aX, 242 p. 1 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aPreface -- Foreword -- Fetal Growth Monitoring and Issues -- Medico-legal Aspects of Perinatal Asphyxia: A Conundrum Waiting for Clinical and Technical Solutions -- 2020 Guidelines on Neonatal Resuscitation: Evidence and Gaps of Knowledge -- Issues of Medical Liability (and More) Related to the Use of New Technologies -- Clinical Instrumental Methods for the Diagnosis of Congenital Cardiomyophaties and Arrhythmias -- Big Data for Clinical Decision-support in Labor: Challenges and Future Directions -- Doppler-Based Models for Estimating Fetal Myocardial Performances -- CTG Feature Detection and Fetal State Estimation Using Signal Processing and Machine Learning -- Principles of Fetal Electrocardiography -- Kalman Filters for Fetal Electrocardiography Analysis -- Fundamentals of Blind Source Separation for Fetal Electrocardiography Research -- Nonlinear-type Time-frequency Analysis and Its Application to Fetal ECG -- Information Theory for the Analysis of Fetal Heart Rate Variability -- Fetal Heart Rate Analysis With Gaussian Processes -- Open Data: Valuable Resources and Opportunities for the Researchers in Perinatal Medicine.
520 _aThis book focuses on current and innovative technologies in perinatal medicine, specifically the period from the third trimester of pregnancy up to one month after birth. It follows the Second International Summer School on Technologies and Signal Processing in Perinatal Medicine (TSPPM 2021) and includes a number of master lectures presented at the school. The book aims to provide an overview of current data processing and machine learning approaches, with clear indications and exhaustive presentations on research trends in the field written by top scientists and researchers. It also presents the underlying clinical aspects and ethico-legal issues associated with the adoption of these technologies, particularly artificial intelligence tools. Innovative Technologies and Signal Processing in Perinatal Medicine: Volume 2 provides students, researchers, and practitioners with the knowledge necessary to carry out basic and advanced research on the development ofperinatal medicine medical devices with a particular emphasis on software design and development. Presents current and innovative technologies for fetal and neonatal monitoring; Emphasis on both technology/signal processing and clinical/ethico-legal aspects; Offers a clear didactic approach to the subject matter.
650 0 _aBiomedical engineering.
650 0 _aSignal processing.
_965628
650 0 _aMedicine
_xResearch.
_962598
650 0 _aBiology
_xResearch.
_965629
650 1 4 _aBiomedical Engineering and Bioengineering.
_965630
650 2 4 _aBiomedical Devices and Instrumentation.
_965631
650 2 4 _aSignal, Speech and Image Processing.
_965632
650 2 4 _aBiomedical Research.
_965633
650 2 4 _aMedical and Health Technologies.
_965634
700 1 _aPani, Danilo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_965635
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031326240
776 0 8 _iPrinted edition:
_z9783031326264
776 0 8 _iPrinted edition:
_z9783031326271
856 4 0 _uhttps://doi.org/10.1007/978-3-031-32625-7
912 _aZDB-2-ENG
912 _aZDB-2-SXE
999 _c56235
_d56235