AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 561 to 570 of 1113 articles

Dynamic Neural Graphs Based Federated Reptile for Semi-Supervised Multi-Tasking in Healthcare Applications.

IEEE journal of biomedical and health informatics Apr 14, 2022
AI healthcare applications rely on sensitive electronic healthcare records (EHRs) that are scarcely labelled and are often distributed across a network of the symbiont institutions. It is challenging to train the effective machine learning models on ...
Delivery of Health Care Machine Learning Reptiles Animals Algorithms Humans
View on PubMed DOI

AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy.

IEEE journal of biomedical and health informatics Apr 14, 2022
Accurate evaluation of the treatment result on X-ray images is a significant and challenging step in root canal therapy since the incorrect interpretation of the therapy results will hamper timely follow-up which is crucial to the patients' treatment...
Root Canal Therapy Radiography, Dental Artificial Intelligence Algorithms Humans
View on PubMed DOI

Interpretability Analysis of One-Year Mortality Prediction for Stroke Patients Based on Deep Neural Network.

IEEE journal of biomedical and health informatics Apr 14, 2022
Clinically, physicians collect the benchmark medical data to establish archives for a stroke patient and then add the follow up data regularly. It has great significance on prognosis prediction for stroke patients. In this paper, we present an interp...
Stroke Prognosis Humans Hospitalization Neural Networks, Computer
View on PubMed DOI

Learning Multi-Scale Heterogeneous Representations and Global Topology for Drug-Target Interaction Prediction.

IEEE journal of biomedical and health informatics Apr 14, 2022
Identification of interactions between drugs and target proteins plays a critical role not only in drug discovery but also in drug repositioning. Deep integration of inter-connections and intra-similarities between heterogeneous multi-source data abo...
Algorithms Drug Development Proteins Drug Repositioning Humans Neural Networks, Computer
View on PubMed DOI

FCNGRU: Locating Transcription Factor Binding Sites by Combing Fully Convolutional Neural Network With Gated Recurrent Unit.

IEEE journal of biomedical and health informatics Apr 14, 2022
Deciphering the relationship between transcription factors (TFs) and DNA sequences is very helpful for computational inference of gene regulation and a comprehensive understanding of gene regulation mechanisms. Transcription factor binding sites (TFB...
Transcription Factors DNA Nucleotides Binding Sites Protein Binding Computational Biology Humans Neural Networks, Computer
View on PubMed DOI

Deep Learning Based Centerline-Aggregated Aortic Hemodynamics: An Efficient Alternative to Numerical Modeling of Hemodynamics.

IEEE journal of biomedical and health informatics Apr 14, 2022
Image-based patient-specific modelling of hemodynamics are gaining increased popularity as a diagnosis and outcome prediction solution for a variety of cardiovascular diseases. While their potential to improve diagnostic capabilities and thereby clin...
Deep Learning Aorta Models, Cardiovascular Patient-Specific Modeling Computer Simulation Hemodynamics Humans
View on PubMed DOI

Time-Frequency Analysis of Scalp EEG With Hilbert-Huang Transform and Deep Learning.

IEEE journal of biomedical and health informatics Apr 14, 2022
Electroencephalography (EEG) is a brain imaging approach that has been widely used in neuroscience and clinical settings. The conventional EEG analyses usually require pre-defined frequency bands when characterizing neural oscillations and extracting...
Deep Learning Electroencephalography Humans Algorithms Scalp Wavelet Analysis Brain Waves
View on PubMed DOI

Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging.

IEEE journal of biomedical and health informatics Apr 14, 2022
A key challenge in training neural networks for a given medical imaging task is the difficulty of obtaining a sufficient number of manually labeled examples. In contrast, textual imaging reports are often readily available in medical records and cont...
Humans Diagnostic Imaging Neural Networks, Computer Radiography
View on PubMed DOI

Data Pre-Processing Using Neural Processes for Modeling Personalized Vital-Sign Time-Series Data.

IEEE journal of biomedical and health informatics Apr 14, 2022
Clinical time-series data retrieved from electronic medical records are widely used to build predictive models of adverse events to support resource management. Such data is often sparse and irregularly-sampled, which makes it challenging to use many...
Normal Distribution Machine Learning Electronic Health Records Time Factors Models, Theoretical Humans
View on PubMed DOI

Real-Time Hierarchical Classification of Time Series Data for Locomotion Mode Detection.

IEEE journal of biomedical and health informatics Apr 14, 2022
OBJECTIVE: Accurate real-time estimation of motion intent is critical for rendering useful assistance using wearable robotic prosthetic and exoskeleton devices during user-initiated motions. We aim to evaluate hierarchical classification as a strateg...
Time Factors Robotics Humans Locomotion Exoskeleton Device Walking Artificial Limbs
View on PubMed DOI
Popular Topics
Popular Journals