AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 591 to 600 of 1116 articles

Self-Attention-Based Deep Learning Network for Regional Influenza Forecasting.

IEEE journal of biomedical and health informatics Feb 4, 2022
Early prediction of influenza plays an important role in minimizing the damage caused, as it provides the resources and time needed to formulate preventive measures. Compared to traditional mechanistic approach, deep/machine learning-based models hav...
Influenza, Human Neural Networks, Computer Forecasting Reproducibility of Results Deep Learning Humans
View on PubMed DOI

End-to-End Automatic Morphological Classification of Intracranial Pressure Pulse Waveforms Using Deep Learning.

IEEE journal of biomedical and health informatics Feb 4, 2022
OBJECTIVE: Mean intracranial pressure (ICP) is commonly used in the management of patients with intracranial pathologies. However, the shape of the ICP signal over a single cardiac cycle, called ICP pulse waveform, also contains information on the st...
Blood Pressure Deep Learning Humans Heart Rate Intracranial Pressure Neural Networks, Computer
View on PubMed DOI

Detection of COVID-19 With CT Images Using Hybrid Complex Shearlet Scattering Networks.

IEEE journal of biomedical and health informatics Jan 17, 2022
With the ongoing worldwide coronavirus disease 2019 (COVID-19) pandemic, it is desirable to develop effective algorithms to automatically detect COVID-19 with chest computed tomography (CT) images. Recently, a considerable number of methods based on ...
SARS-CoV-2 Thorax Deep Learning COVID-19 Humans Tomography, X-Ray Computed
View on PubMed DOI

Mix-and-Interpolate: A Training Strategy to Deal With Source-Biased Medical Data.

IEEE journal of biomedical and health informatics Jan 17, 2022
Till March 31st, 2021, the coronavirus disease 2019 (COVID-19) had reportedly infected more than 127 million people and caused over 2.5 million deaths worldwide. Timely diagnosis of COVID-19 is crucial for management of individual patients as well as...
COVID-19 Humans Algorithms Pandemics SARS-CoV-2 Deep Learning
View on PubMed DOI

Scale-Adaptive Deep Model for Bacterial Raman Spectra Identification.

IEEE journal of biomedical and health informatics Jan 17, 2022
The combination of Raman spectroscopy and deep learning technology provides an automatic, rapid, and accurate scheme for the clinical diagnosis of pathogenic bacteria. However, the accuracy of existing deep learning methods is still limited because o...
Spectrum Analysis, Raman Humans Bacteria Neural Networks, Computer
View on PubMed DOI

Cell Localization and Counting Using Direction Field Map.

IEEE journal of biomedical and health informatics Jan 17, 2022
Automatic cell counting in pathology images is challenging due to blurred boundaries, low-contrast, and overlapping between cells. In this paper, we train a convolutional neural network (CNN) to predict a two-dimensional direction field map and then ...
Neural Networks, Computer Humans
View on PubMed DOI

Rubik-Net: Learning Spatial Information via Rotation-Driven Convolutions for Brain Segmentation.

IEEE journal of biomedical and health informatics Jan 17, 2022
The accurate segmentation of brain tissue in Magnetic Resonance Image (MRI) slices is essential for assessing neurological conditions and brain diseases. However, it is challenging to segment MRI slices because of the low contrast between different b...
Humans Neural Networks, Computer Brain Image Processing, Computer-Assisted Magnetic Resonance Imaging Rotation
View on PubMed DOI

Joint Optimization of CycleGAN and CNN Classifier for Detection and Localization of Retinal Pathologies on Color Fundus Photographs.

IEEE journal of biomedical and health informatics Jan 17, 2022
Retinal related diseases are the leading cause of vision loss, and severe retinal lesion causes irreversible damage to vision. Therefore, the automatic methods for retinal diseases detection based on medical images is essential for timely treatment. ...
Photography Diagnostic Techniques, Ophthalmological Humans Neural Networks, Computer Image Processing, Computer-Assisted Retina
View on PubMed DOI

Evaluation of Maturation in Preterm Infants Through an Ensemble Machine Learning Algorithm Using Physiological Signals.

IEEE journal of biomedical and health informatics Jan 17, 2022
This study was designed to test if heart rate variability (HRV) data from preterm and full-term infants could be used to estimate their functional maturational age (FMA), using a machine learning model. We propose that the FMA, and its deviation from...
Infant, Premature Gestational Age Heart Rate Machine Learning Algorithms Infant, Newborn Infant Humans
View on PubMed DOI

Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture.

IEEE journal of biomedical and health informatics Jan 17, 2022
Diabetes intensive care unit (ICU) patients are at increased risk of complications leading to in-hospital mortality. Assessing the likelihood of death is a challenging and time-consuming task due to a large number of influencing factors. Healthcare p...
Deep Learning Hospital Mortality Humans Intensive Care Units Critical Care Diabetes Mellitus
View on PubMed DOI
Popular Topics
Popular Journals