Information Technology in Biomedicine Ewa Pietka

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Product details:

• ISBN-10 ‏ : ‎ 3030496651
• ISBN-13 ‏ : ‎ 978-3030496654
• Author:  Ewa Pietka (Editor), Pawel Badura (Editor), Jacek Kawa (Editor), Wojciech Wieclawek (Editor)

The rapid and continuous growth in the amount of available medical information and the variety of multimodal content has created demand for a fast and reliable technology capable of processing data and delivering results in a user-friendly manner, whenever and wherever the information is needed. Multimodal acquisition systems, AI-powered applications, and biocybernetic support for medical procedures, physiotherapy and prevention have opened up exciting new avenues in terms of optimizing the healthcare system for the benefit of patients. This book presents a comprehensive study on the latest advances in medical data science and gathers carefully selected articles written by respected experts on information technology. Pursuing an interdisciplinary approach and addressing both theoretical and applied aspects, it chiefly focuses on:

Artificial Intelligence

Image Analysis

Sound and Motion in Physiotherapy and Physioprevention

Modeling and Simulation

Medical Data Analysis

Given its scope, the book offers a valuable reference tool for all scientists who deal with problems of designing and implementing information processing tools employed in systems that assist in patient diagnosis and treatment, as well as students who want to learn more about the latest innovations in quantitative medical data analysis, data mining, and artificial intelligence.

Table of contents:

Part I. Artificial Intelligence

Deep Learning Approach to Subepidermal Low Echogenic Band Segmentation in High Frequency Ultrasound

A Review of Clustering Methods in Microorganism Image Analysis

MRFU-Net: A Multiple Receptive Field U-Net for Environmental Microorganism Image Segmentation

Deep Learning Approach to Automated Segmentation of Tongue in Camera Images for Computer-Aided Speech Diagnosis

Part II. Image Analysis

3-D Tissue Image Reconstruction from Digitized Serial Histologic Sections to Visualize Small Tumor Nests in Lung Adenocarcinomas

The Influence of Age on Morphometric and Textural Vertebrae Features in Lateral Cervical Spine Radiographs

Evaluation of Shape from Shading Surface Reconstruction Quality for Liver Phantom

Pancreas and Duodenum—Automated Organ Segmentation

Evaluation of the Effect of a PCL/nanoSiO Implant on Bone Tissue Regeneration Using X-ray Micro-Computed Tomography

Part III. Sound and Motion in Physiotherapy and Physioprevention

Effect of Various Types of Metro-Rhythmic Stimulations on the Variability of Gait Frequency

Cross-Modal Music-Emotion Retrieval Using DeepCCA

Computer-Based Analysis of Spontaneous Infant Activity: A Pilot Study

Behavioral and Physiological Profile Analysis While Exercising—Case Study

Psychophysiological State Changes Assesment Based on Thermal Face Image—Preliminary Results

Application of Original System to Support Specialist Physiotherapy D4S in Correction of Postural Defects as Compared to Other Methods—A Review

Methods of Therapy of Scoliosis and Technical Functionalities of DISC4SPINE (D4S) Diagnostic and Therapeutic System

Methods for Assessing the Subject’s Multidimensional Psychophysiological State in Terms of Proper Rehabilitation

Multimodal Signal Acquisition for Pain Assessment in Physiotherapy

Classification of Heat-Induced Pain Using Physiological Signals

Part IV. Modeling and Simulation

Flow in a Myocardial Bridge Region of a Coronary Artery—Experimental Rig and Numerical Model

Numerical Model of the Aortic Valve Implanted Within Real Human Aorta

Establishment of an In-Silico Model for Simulation of Dehydration Process in Human Skin to Compare Output Parameter with Clinical Study

SAR Evaluation in Human Head Models with Cochlear Implant Near PIFA Antenna Inside a Railway Vehicle

Part V. Medical Data Analysis

Methods Supporting the Understanding of Structural Information by Blind People and Selected Aspects of Their Evaluation

Videoplethysmographic Measurements of Pulse Wave Velocity and Pulse Transit Time

Biomechanical Methods of Validating Animations

One ‘Stop Smoking’ to Take Away, Please! A Preliminary Evaluation of an AAT Mobile App

The Classifier Algorithm for Recognition of Basic Driving Scenarios

Monitoring Temperature-Related Hazards Using Mobile Devices and a Thermal Camera

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