Machine Learning for Biomedical Application

• Other Authors: Strzelecki, Michał (Editor), Badura, Pawel (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2022
• Subjects: Research & information: general; depthwise separable convolution (DSC); all convolutional network (ACN); batch normalization (BN); ensemble convolutional neural network (ECNN); electrocardiogram (ECG); MIT-BIH database; cephalometric landmark; X-ray; deep learning; ResNet; registration; electronic human-machine interface; blindness; gesture recognition; inertial sensors; IMU; dynamic contrast-enhanced MRI; kidney perfusion; glomerular filtration rate; pharmacokinetic modeling; multi-layer perceptron; parameter estimation; instance segmentation; computer vision; retinal blood vessel image; computer-aided diagnosis; U-shaped neural network; residual learning; semantic gap; intracranial hemorrhage; computed tomography; random forest; sleep disorder; obstructive sleep disorder; overnight polysomnogram; EEG; EMG; ECG; HRV signals; Electronic Medical Record (EMR); disease prediction; Amyotrophic Lateral Sclerosis (ALS); weighted Jaccard index (WJI); lung cancer; CT images; CNN; pulmonary fibrosis; radiotherapy; n/a
• Online Access: DOAB: download the publication; DOAB: description of the publication

Biomedicine is a multidisciplinary branch of medical science that consists of many scientific disciplines, e.g., biology, biotechnology, bioinformatics, and genetics; moreover, it covers various medical specialties. In recent years, this field of science has developed rapidly. This means that a larg...