This book gathers the proceedings of the 8th International Conference on Advancements of Medicine and Health Care through Technology, MEDITECH 2022, held virtually on 2022 October 2022, from Cluj-Napoca, Romania. It reports on both theoretical and practical developments in biomedical imaging and image processing, health technology, technologies for education, and biomedical signal processing and medical devices, measurements and instrumentation. Both the conference and the realization of this book were supported by the Romanian National Society for Medical Engineering and Biological Technology (SNIMTB).

Reports on advances in medical imagining Covers advances in medical signal processing and devices Highlights applications of machine learning in medicine

Inhalt
Hepatocellular Carcinoma Recognition from Ultrasound Images Through Convolutional Neural Networks and Their Combinations.- Detecting Polyps in Endoscopic Images with U-net Based Architectures - A Preliminary Evaluation.- U-net Network Optimization for 3d Reconstruction in Robotic Sils Pre-planning Phase.- Classification of Hemorrhagic Stroke Lesions Based on Ct Images and Machine Learning Algorithms. A Study on a Highly Imbalanced Dataset.- Medical Image Data Cleansing for Machine Learning: A Must in the Evidence-based Medicine?.- Classification of Liver Abnormality in Ultrasonic Images Using Hilbert Transform Based Feature.- Cataract Diagnosis Using Convolutional Neural Networks Classifiers. A Preliminary Study.- Comparison Between Different Methods of Segmentation in Dental Image Processing.- Assisted Assessment of Visual Stress Method to Prevent and Reduce the Risk of Visual Function Loss.- Influence of the Conventional and Planar Yagi Uda Antenna on Human Tissues.- Air Quality Monitoring in a Home Using a Low-cost Device Built Around the Arduino Mega 2560 Platform.- BE-AI: A Beaconized Platform with Machine Learning Capabilities.- Ehealth Mobile Application Using Fitbit Smartwatch.- Experimental Research upon Neutralisation with Ozone of Chemical and Microbiological Pollutants from Sewage Wastewater.- Integrating Iot in Educational Engineering Application Development - an Emerging Paradigm. <p