LEADER 00000cam a2200565Mu 4500 
001    on1290021868 
003    OCoLC 
005    20230113054233.0 
006    m     o  d         
007    cr cnu---unuuu 
008    211225s2021    ts      o     ||| 0 eng d 
019    1289369477 
020    1681088711 
020    9781681088716|q(electronic book) 
035    (OCoLC)1290021868|z(OCoLC)1289369477 
040    EBLCP|beng|cEBLCP|dEBLCP|dN$T|dOCLCF 
049    RIDW 
050  4 R859.7.A78 
082 04 610.285|223/eng/20221201 
090    R859.7.A78 
245 00 Applied Machine Learning and Multi-Criteria Decision-
       making in Healthcare. 
264  1 UAE :|bBentham Science Publishers,|c2021. 
300    1 online resource (316 pages) 
336    text|btxt|2rdacontent 
337    computer|bc|2rdamedia 
338    online resource|bcr|2rdacarrier 
340    |gpolychrome|2rdacc 
347    text file|2rdaft 
500    Description based upon print version of record. 
500    Long Short-Term Memory (LSTM). 
505 0  Cover -- Title -- Copyright -- End User License Agreement 
       -- Contents -- Preface -- List of Contributors -- 
       Introduction -- Basil Bartholomew Duwa1,*, Dilber Uzun 
       Ozsahin1,2,3 and Ilker Ozsahin1,2,4 -- CONCLUSION -- 
       CONSENT FOR PUBLICATION -- CONFLICT OF INTEREST -- 
       ACKNOWLEDGEMENTS -- Machine Learning in Health Care -- 
       Basil Bartholomew Duwa1,*, Dilber Uzun Ozsahin1,2,3 and 
       Ilker Ozsahin1,2,4 -- MACHINE LEARNING IN HEALTH CARE -- 
       APPLICATION OF MACHINE LEARNING IN HEALTHCARE -- 
       Application of ML in Smart Health -- Machine Learning In 
       Remote Patient Monitoring -- Telemedicine 
505 8  Machine Learning Used in Curative Research -- Drug 
       Development -- Ml Application In Repurposing Existing 
       Drugs -- Machine Learning in Iot/iomt Used in Managing and
       Preventing Diseases -- Machine Learning in Disease 
       Surveillance -- Using Smart Thermometers -- Using Drone 
       Technology -- Ml Application in Medical Imaging -- Machine
       Learning Training for Clinical Applications -- Ml 
       Application in Disease Outbreak Prediction -- MACHINE 
       LEARNING ON THE DESIGN OF ROBOTS IN HEALTHCARE SERVICES --
       CONCLUSION -- CONSENT FOR PUBLICATION -- CONFLICT OF 
       INTEREST -- ACKNOWLEDGEMENTS -- REFERENCES 
505 8  Prediction Problems in Healthcare Applications -- Boran 
       Sekeroglu1,* -- INTRODUCTION -- CLASSIFICATION VS. 
       REGRESSION VS. PREDICTION -- EVALUATION METRICS IN MACHINE
       LEARNING -- Model Evaluation Metrics in Prediction of 
       Classes (Pr_C) -- Model Evaluation Metrics in Regression 
       Analysis (Pr_R) -- MACHINE LEARNING ALGORITHMS -- 
       PREDICTION APPLICATIONS IN HEALTHCARE -- Literature Search
       for Prediction Applications of Machine Learning in 
       Healthcare -- Overview of Prediction Applications of 
       Cancer Researches -- Overview of Prediction Applications 
       of Neurology 
505 8  Overview of Prediction Applications of Cardiology -- 
       Overview of Prediction Applications on Sepsis -- Overview 
       of Prediction Applications on Diabetes Researches -- 
       Overview of Prediction Applications on Mental Diseases -- 
       Prediction Applications on Other Disease Types -- 
       CONCLUDING REMARKS -- CONSENT FOR PUBLICATION -- CONFLICT 
       OF INTEREST -- ACKNOWLEDGEMENTS -- REFERENCES -- 
       Classification Problems in Healthcare Applications -- 
       Kamil Dimililer1,2,* -- INTRODUCTION -- MEDICAL IMAGING --
       Ultrasound Images (US) -- X-Ray Images (X-Ray) -- Computed
       Tomography Scans (CT) 
505 8  Magnetic Resonance Imaging (MRI) -- Positron Emission 
       Tomography (PET) Scans -- Retinal Photography -- Histology
       Slides -- Dermoscopy Images -- MACHINE LEARNING METHODS --
       Machine Learning Methods in Prediction -- Back Propagation
       Learning Method (BP) -- Decision Tree Regressor (DTR) -- 
       Radial Basis Function Neural Network (RBFNN) -- Logistic 
       Regression (LR) -- Support Vector Regression (SVR) -- Long
       Short-Term Memory (LSTM) -- Machine Learning Methods in 
       Classification -- Back Propagation Learning Method (BP) --
       Decision Tree Regressor (DTR) -- Radial Basis Function 
       Neural Network (RBFNN) 
590    eBooks on EBSCOhost|bEBSCO eBook Subscription Academic 
       Collection - North America 
650  0 Artificial intelligence|xMedical applications.|0https://
       id.loc.gov/authorities/subjects/sh88003000 
650  0 Medical informatics.|0https://id.loc.gov/authorities/
       subjects/sh89005069 
650  7 Artificial intelligence|xMedical applications.|2fast
       |0https://id.worldcat.org/fast/817267 
650  7 Medical informatics.|2fast|0https://id.worldcat.org/fast/
       1014175 
700 1  Ozsahin, Ilker,|0https://id.loc.gov/authorities/names/
       no2021121738|eeditor. 
700 1  Ozsahin, Dilber Uzun,|0https://id.loc.gov/authorities/
       names/no2021121742|eeditor. 
776 08 |iPrint version:|aOzsahin, Ilker|tApplied Machine Learning
       and Multi-Criteria Decision-making in Healthcare|dUAE : 
       Bentham Science Publishers,c2021|z9781681088723 
856 40 |uhttps://rider.idm.oclc.org/login?url=https://
       search.ebscohost.com/login.aspx?direct=true&scope=site&
       db=nlebk&AN=3104706|zOnline ebook via EBSCO. Access 
       restricted to current Rider University students, faculty, 
       and staff. 
856 42 |3Instructions for reading/downloading the EBSCO version 
       of this ebook|uhttp://guides.rider.edu/ebooks/ebsco 
901    MARCIVE 20231220 
948    |d20230203|cEBSCO|tEBSCOebooksacademic NEW 6073 Quarterly
       |lridw 
994    92|bRID