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  • 11
    Description / Table of Contents: Intro -- Foreword -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Clinical Decision Support and Medical AI 1 -- Using Machine Learning Methods to Predict the Lactate Trend of Sepsis Patients in the ICU -- 1 Introduction -- 2 Methods -- 2.1 Data Sources -- 2.2 Study Design -- 2.3 Definition of Outcomes -- 2.4 Variable Selection -- 2.5 Proposed Machine Learning Framework -- 2.6 Selected Classifiers for Proposed Framework -- 2.7 Evaluation Criteria -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Computed Tomography Artefact Detection Using Deep Learning-Towards Automated Quality Assurance -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Assessment of Parkinson's Disease Severity Using Gait Data: A Deep Learning-Based Multimodal Approach -- 1 Introduction -- 1.1 Parkinson's Disease (PD) -- 1.2 Gait Analysis -- 1.3 Multimodal in Decision Support -- 1.4 Goal of the Study -- 2 Related Work -- 2.1 PD Severity Estimation -- 2.2 PD Diagnosis -- 2.3 Multimodal Data Analysis Using Perceiver -- 3 Materials and Methods -- 3.1 Dataset Description -- 3.2 Pre-processing and Feature Extraction -- 3.3 Perceiver Architecture -- 3.4 Proposed Framework -- 3.5 Experimental Setup -- 3.6 Evaluation -- 3.7 Hyperparameter Optimization Using GA -- 4 Results -- 4.1 Empirical Results -- 5 Discussion -- 6 Conclusion -- References -- Digital Care Pathways II -- Dual-Perspective Modeling of Patient Pathways: A Case Study on Kidney Cancer -- 1 Introduction -- 2 Methods -- 2.1 Recruitment -- 2.2 Mapping and Modeling of Patient Pathways with Healthcare Personnel -- 2.3 Mapping and Modeling of Patient Journeys -- 2.4 Feasibility Evaluation -- 3 Results -- 3.1 Modeling of the Kidney Cancer Pathway (Healthcare Perspective).
    Type of Medium: Online Resource
    Pages: 1 online resource (564 pages)
    Edition: 1st ed.
    ISBN: 9783031590917
    Series Statement: Communications in Computer and Information Science Series v.2084
    Language: English
    Note: Description based on publisher supplied metadata and other sources
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  • 12
    Type of Medium: Online Resource
    Pages: 1 online resource (214 pages)
    Edition: 1st ed.
    ISBN: 9783031537707
    Series Statement: Communications in Computer and Information Science Series v.1810
    Language: English
    Note: Description based on publisher supplied metadata and other sources
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  • 13
    Online Resource
    Online Resource
    London : IWA Publishing
    Description / Table of Contents: Intro -- Cover -- Contents -- The Editors -- Preface -- Chapter 1 : Fate and behavior of microplastics in wastewater, accumulation in organisms and effects -- 1.1 INTRODUCTION -- 1.2 MICROPLASTICS IN WASTEWATER TREATMENT PLANTS -- 1.2.1 Arrival of MPs at WWTPs: sources -- 1.2.2 Presence and removal of MPs in wastewater treatment units -- 1.2.3 Presence and accumulation of MPs in sewage sludge -- 1.3 CIRCULAR ECONOMY, REGENERATED WATER, AND SLUDGE AS SOIL AMENDMENT: ENVIRONMENTAL ISSUES -- 1.4 ACCUMULATION OF MICROPLASTICS IN ORGANISMS AND EFFECTS -- REFERENCES -- Chapter 2 : Occurrence and detection of pharmaceuticals in wastewater and its subsequent treatment using constructed wetlands, bioelectrochemical systems and their combination -- 2.1 INTRODUCTION -- 2.2 TYPES OF PhACs DETECTED IN WASTEWATER AND THEIR PHYSICOCHEMICAL PROPERTIES -- 2.3 ENVIRONMENTAL IMPACT OF THE PRESENCE OF PhACs IN WASTEWATER -- 2.4 CHALLENGES IN DETECTING PhACs IN WASTEWATER AND STRATEGIES FOR THEIR EFFECTIVE ANALYSIS -- 2.5 CHALLENGES IN REMOVING PhACs FROM WASTEWATER -- 2.6 PERFORMANCE OF CW IN REMOVING PhACs -- 2.7 PERFORMANCE OF BES IN REMOVING PhACs -- 2.8 PERFORMANCE OF HYBRID CW-BES SYSTEM IN REMOVING PhACs -- 2.9 SUMMARY -- REFERENCES -- Chapter 3 : Emerging contaminants in municipal sewage/sludge: occurrence, risk assessment, and treatment technologies -- 3.1 INTRODUCTION -- 3.2 OCCURRENCE OF ECS IN MUNICIPAL SEWAGE/SLUDGE -- 3.3 RISK ASSESSMENT OF ECS IN MUNICIPAL SEWAGE/SLUDGE -- 3.3.1 Ecological risk assessment -- 3.3.2 Health risk assessment -- 3.4 TREATMENT TECHNOLOGIES OF ECS IN MUNICIPAL SEWAGE/SLUDGE -- 3.4.1 Treatment technologies of ECs in municipal sewage -- 3.4.1.1 Adsorption -- 3.4.1.2 Biological treatment.
    Type of Medium: Online Resource
    Pages: 1 online resource (269 pages)
    Edition: 1st ed.
    ISBN: 9781789063769
    DDC: 628.3
    Language: English
    Note: Description based on publisher supplied metadata and other sources
    Location Call Number Limitation Availability
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