Information Technology in Biomedicine 1st edition by Ewa Pietka, Pawel Badura, Jacek Kawa, Wojciech Wieclawek 9783030237622 3030237621
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Authors:Ewa Pietka Pawel Badura Jacek Kawa Wojciech Wieclawek Editors , Series:IT & Computer [76] , Tags:Information Technology; Computer Science , Author sort:Editors, Ewa Pietka Pawel Badura Jacek Kawa Wojciech Wieclawek , Identifiers:Identifiers:https://doi.org/10.1007/978-3-030-49666-1 , Languages:Languages:eng , Published:Published:Aug 2021 , Publisher:Springer Nature Switzerland AG 2021 , Comments:Comments:© The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2021 This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed
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ISBN 10: 3030237621
ISBN 13: 9783030237622
Author: Ewa Pietka, Pawel Badura, Jacek Kawa, Wojciech Wieclawek
This book provides a comprehensive overview of advances in the field of medical data science, presenting carefully selected articles by leading information technology experts. Information technology, as a rapidly evolving discipline in medical data science, with significant potential in future healthcare, and multimodal acquisition systems, mobile devices, sensors, and AI-powered applications has redefined the optimization of clinical processes. This book features an interdisciplinary collection of papers that have both theoretical and applied dimensions, and includes the following sections: Medical Data Science Quantitative Data Analysis in Medical Diagnosis Data Mining Tools and Methods in Medical Applications Image Analysis Analytics in Action on SAS Platform Biocybernetics in Physiotherapy Signal Processing and Analysis Medical Tools & Interfaces Biomechanics and Biomaterials. As such, it is a valuable reference tool for scientists designing and implementing information processing tools used in systems that assist clinicians in patient care. It is also useful for students interested in innovations in quantitative medical data analysis, data mining, and artificial intelligence.
Information Technology in Biomedicine 1st Table of contents:
- Quantitative Data Analysis in Medical Diagnosis
- Functional Thermal Imaging of Skin Tissue Using the Discrete Thermal Time Constants Spectrum
- Contextual Classification of Tumor Growth Patterns in Digital Histology Slides
- Cervical Histopathology Image Classification Using Ensembled Transfer Learning
- Functional Kidney Analysis Based on Textured DCE-MRI Images
- Incorporating Patient Photographs in the Radiology Image Acquisition and Interpretation Process
- Iterative Statistical Reconstruction Algorithm Based on C-C Data Model with the Direct Use of Projections Performed in Spiral Cone-Beam CT Scanners
- Deformable Mesh for Regularization of Three-Dimensional Image Registration
- Simulator for Modelling Confocal Microscope Distortions
- Medical Data Science
- Electromyography Based Translator of the Polish Sign Language
- Electrooculography Application in Vision Therapy Using Smart Glasses
- Assessment of Muscle Fatigue, Strength and Muscle Activation During Exercises with the Usage of Robot Luna EMG, Among Patients with Multiple Sclerosis
- Information Models of Dynamics in Healthcare
- Effects of External Conditions to Chaotic Properties of Human Stability
- A Preliminary Evaluation of Transferring the Approach Avoidance Task into Virtual Reality
- Data Mining Tools and Methods in Medical Applications
- Convolutional Neural Networks in Speech Emotion Recognition – Time-Domain and Spectrogram-Based Approach
- Convolutional Neural Networks for Computer Aided Diagnosis of Interdental and Rustling Sigmatism
- Barley Defects Identification by Convolutional Neural Networks
- Wavelet Convolution Neural Network for Classification of Spiculated Findings in Mammograms
- Weakly Supervised Cervical Histopathological Image Classification Using Multilayer Hidden Conditional Random Fields
- A Survey for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks
- Image Analysis
- Descriptive Seons: Measure of Brain Tissue Impairment
- An Automatic Method of Chronic Wounds Segmentation in Multimodal Images
- Evaluation of Methods for Volume Estimation of Chronic Wounds
- Infrared and Visible Image Fusion Objective Evaluation Method
- Wavelet Imaging Features for Classification of First-Episode Schizophrenia
- Dynamic Occlusion Surface Estimation from 4D Multimodal Data
- Evaluation of Dental Implant Stability Using Radiovisiographic Characterization and Texture Analysis
- Patella – Atlas Based Segmentation
- Analytics in Action on SAS Platform
- De-Identification of Electronic Health Records Data
- Correcting Polish Bigrams and Diacritical Marks
- Initial Motivation as a Factor Predicting the Progress of Learning Mathematics for the Blind
- Biocybernetics in Physiotherapy
- Relationship Between Body Sway and Body Building in Girls and Boys in Developmental Age
- Classification of Girls’ Sexual Maturity Using Factor Analysis and Analysis of Moderated Mediation
- Subjective and Objective Assessment of Developmental Dysfunction in Children Aged 0–3 Years – Comparative Study
- Intra- and Intergroup Measurement Errors in Anthropometric Studies Carried Out on Face Images
- Comparative Analysis of Selected Stabilographic Parameters Among Polish and Slovak Children in Aspect of Factors Indirectly Affecting the Body Posture
- The Impact of Physical Activity on the Change of Pulse Wave Parameters
- Evaluation of Selected Parameters Related to Maintaining the Body Balance in the Aspect of Physical Activity in Young Adults
- RAS in the Aspect of Symmetrization of Lower Limb Loads
- Rhythmic Auditory Stimulation. Biocybernetics Dimension of Music Entrainment
- Signal Processing and Analysis
- Pointwise Estimation of Noise in a Multilead ECG Record
- Heart Rate Variability Analysis on Reference Heart Beats and Detected Heart Beats of Smartphone Seismocardiograms
- The New Approach for ECG Signal Quality Index Estimation on the Base of Robust Statistic
- 8-Lead Bioelectrical Signals Data Acquisition Unit
- Smart Sheet Design for Electrocardiogram Measurement
- Evaluation of Specific Absorption Rate in SAM Head Phantom with Cochlear Implant with and Without Hand Model Near PIFA Antenna
- Biomechanics and Biomaterials
- The Evaluation of Gait Strategy on a Treadmill Using a New IGS Index Based on Frequency Analysis of COP Course
- The Analysis of the Influence of Virtual Reality on Parameters of Gait on a Treadmill According to Adjusted and Non-adjusted Pace of the Visual Scenery
- Assessment of Loads Exerted on the Lumbar Segment of the Vertebral Column in Everyday-Life Activities – Application of Methods of Mathematical Modelling
- Evaluation of Muscle Activity of the Lower Limb During Isometric Rotation Based on Measurements Using a Dynamometric and Dynamographic Platform
- Adhesion of Poly(lactide-glycolide) Coating (PLGA) on the Ti6Al7Nb Alloy Substrate
- Medical Tools and Interfaces
- Classification System for Multi-class Biomedical Data that Allows Different Data Fusion Strategies
- Preliminary Study of Computer Aided Diagnosis Methodology for Modeling and Visualization the Respiratory Deformations of the Breast Surface
- Software Tool for Tracking of Voxel Phantom’s Anatomical Features
- Evaluation of the Usefulness of Images Transmitted by the Internet Communicator for the Diagnosis of Surgical Changes
- Digitized Records with Automatic Evaluation for Natural Family Planning and Hormonal Treatment
- Design and Testing of Radiofrequency Instrument RONLINE
- Back Matter
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