AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 911 to 920 of 1118 articles

Efficient Brain Tumor Segmentation With Multiscale Two-Pathway-Group Conventional Neural Networks.

IEEE journal of biomedical and health informatics Oct 4, 2018
Manual segmentation of the brain tumors for cancer diagnosis from MRI images is a difficult, tedious, and time-consuming task. The accuracy and the robustness of brain tumor segmentation, therefore, are crucial for the diagnosis, treatment planning, ...
Humans Neural Networks, Computer Brain Neoplasms Magnetic Resonance Imaging Algorithms Image Interpretation, Computer-Assisted Databases, Factual Brain
View on PubMed DOI

A Hybrid Feature Selection Method Based on Binary State Transition Algorithm and ReliefF.

IEEE journal of biomedical and health informatics Sep 28, 2018
Feature selection problems often appear in the application of data mining, which have been difficult to handle due to the NP-hard property of these problems. In this study, a simple but efficient hybrid feature selection method is proposed based on b...
Data Mining Machine Learning Algorithms Databases, Factual
View on PubMed DOI

A Three-Stage Deep Learning Model for Accurate Retinal Vessel Segmentation.

IEEE journal of biomedical and health informatics Sep 28, 2018
Automatic retinal vessel segmentation is a fundamental step in the diagnosis of eye-related diseases, in which both thick vessels and thin vessels are important features for symptom detection. All existing deep learning models attempt to segment both...
Algorithms Databases, Factual Deep Learning Humans Image Processing, Computer-Assisted Image Interpretation, Computer-Assisted Retinal Vessels
View on PubMed DOI

Automatic Age Estimation and Majority Age Classification From Multi-Factorial MRI Data.

IEEE journal of biomedical and health informatics Sep 24, 2018
Age estimation from radiologic data is an important topic both in clinical medicine as well as in forensic applications, where it is used to assess unknown chronological age or to discriminate minors from adults. In this paper, we propose an automati...
Hand Bones Clavicle Image Interpretation, Computer-Assisted Female Humans Male Tooth Young Adult Neural Networks, Computer Adult Adolescent Age Determination by Skeleton Magnetic Resonance Imaging
View on PubMed DOI

A Projection Neural Network for Identifying Copy Number Variants.

IEEE journal of biomedical and health informatics Sep 20, 2018
The identification of copy number variations (CNVs) helps the diagnosis of many diseases. One major hurdle in the path of CNVs discovery is that the boundaries of normal and aberrant regions cannot be distinguished from the raw data, since various ty...
Computational Biology Databases, Genetic DNA Copy Number Variations Comparative Genomic Hybridization Algorithms Female Breast Neoplasms Humans Neural Networks, Computer
View on PubMed DOI

Towards End-to-End ECG Classification With Raw Signal Extraction and Deep Neural Networks.

IEEE journal of biomedical and health informatics Sep 20, 2018
This paper proposes deep learning methods with signal alignment that facilitate the end-to-end classification of raw electrocardiogram (ECG) signals into heartbeat types, i.e., normal beat or different types of arrhythmias. Time-domain sample points ...
Humans Female Deep Learning Electrocardiography Signal Processing, Computer-Assisted Arrhythmias, Cardiac Heart Rate Adult Male Middle Aged Aged Aged, 80 and over Young Adult
View on PubMed DOI

A Continuously Updated, Computationally Efficient Stress Recognition Framework Using Electroencephalogram (EEG) by Applying Online Multitask Learning Algorithms (OMTL).

IEEE journal of biomedical and health informatics Sep 18, 2018
Recognizing the factors that cause stress is a crucial step toward early detection of stressors. In this regard, several studies make an effort to recognize individuals' stress using an Electroencephalogram (EEG). However, current EEG-based stress re...
Occupational Stress Middle Aged Stress, Psychological Emotions Electroencephalography Signal Processing, Computer-Assisted Pattern Recognition, Automated Female Adult Male Machine Learning Algorithms Humans
View on PubMed DOI

Classifier Personalization for Activity Recognition Using Wrist Accelerometers.

IEEE journal of biomedical and health informatics Sep 12, 2018
Intersubject variability in accelerometer-based activity recognition may significantly affect classification accuracy, limiting a reliable extension of methods to new users. In this paper, we propose an approach for personalizing classification rules...
Algorithms Wearable Electronic Devices Support Vector Machine Humans Machine Learning Human Activities Signal Processing, Computer-Assisted Wrist Accelerometry
View on PubMed DOI

Weakly Supervised Learning of Metric Aggregations for Deformable Image Registration.

IEEE journal of biomedical and health informatics Sep 10, 2018
Deformable registration has been one of the pillars of biomedical image computing. Conventional approaches refer to the definition of a similarity criterion that, once endowed with a deformation model and a smoothness constraint, determines the optim...
Humans Algorithms Supervised Machine Learning Image Interpretation, Computer-Assisted Abdomen Support Vector Machine Magnetic Resonance Imaging Brain Tomography, X-Ray Computed Image Processing, Computer-Assisted
View on PubMed DOI

Multimodal Medical Image Fusion Based on Fuzzy Discrimination With Structural Patch Decomposition.

IEEE journal of biomedical and health informatics Sep 10, 2018
Multimodal medical image fusion, emerging as a hot topic, aims to fuse images with complementary multi-source information. In this paper, we propose a novel multimodal medical image fusion method based on structural patch decomposition (SPD) and fuzz...
Multimodal Imaging Image Processing, Computer-Assisted Magnetic Resonance Imaging Fuzzy Logic Humans Algorithms Brain Tomography, X-Ray Computed
View on PubMed DOI
Popular Topics
Popular Journals