AIMC Journal:
IEEE journal of biomedical and health informatics

Showing 801 to 810 of 1118 articles

Pulmonary Textures Classification via a Multi-Scale Attention Network.

IEEE journal of biomedical and health informatics Nov 4, 2019
Precise classification of pulmonary textures is crucial to develop a computer aided diagnosis (CAD) system of diffuse lung diseases (DLDs). Although deep learning techniques have been applied to this task, the classification performance is not satisf...
Humans Tomography, X-Ray Computed Image Processing, Computer-Assisted Lung Diseases Image Interpretation, Computer-Assisted Lung Deep Learning
View on PubMed DOI

Unsupervised 3D End-to-End Medical Image Registration With Volume Tweening Network.

IEEE journal of biomedical and health informatics Nov 1, 2019
3D medical image registration is of great clinical importance. However, supervised learning methods require a large amount of accurately annotated corresponding control points (or morphing), which are very difficult to obtain. Unsupervised learning m...
Unsupervised Machine Learning Imaging, Three-Dimensional Liver Humans Neural Networks, Computer Databases, Factual Tomography, X-Ray Computed Algorithms
View on PubMed DOI

Ultrafast Plane Wave Imaging With Line-Scan-Quality Using an Ultrasound-Transfer Generative Adversarial Network.

IEEE journal of biomedical and health informatics Oct 29, 2019
In the medical ultrasound field, ultrafast imaging has recently become a hot topic. However, the diagnostic reliability of ultrafast high-frame rate plane-wave (PW) imaging is reduced by its low-quality images. The medical ultrasound equipment on the...
Muscle, Skeletal Carotid Arteries Ultrasonography Humans Image Processing, Computer-Assisted Neural Networks, Computer
View on PubMed DOI

Deep Learning-Based Classification of Liver Cancer Histopathology Images Using Only Global Labels.

IEEE journal of biomedical and health informatics Oct 28, 2019
Liver cancer is a leading cause of cancer deaths worldwide due to its high morbidity and mortality. Histopathological image analysis (HIA) is a crucial step in the early diagnosis of liver cancer and is routinely performed manually. However, this pro...
Early Detection of Cancer Liver Image Interpretation, Computer-Assisted Deep Learning Algorithms Humans Liver Neoplasms Databases, Factual Histological Techniques
View on PubMed DOI

MediMLP: Using Grad-CAM to Extract Crucial Variables for Lung Cancer Postoperative Complication Prediction.

IEEE journal of biomedical and health informatics Oct 25, 2019
Lung cancer postoperative complication prediction (PCP) is significant for decreasing the perioperative mortality rate after lung cancer surgery. In this paper we concentrate on two PCP tasks: (1) the binary classification for predicting whether a pa...
Models, Statistical Medical Informatics Applications Postoperative Complications Lung Neoplasms Neural Networks, Computer Humans Female Male
View on PubMed DOI

Heart Sound Segmentation Using Bidirectional LSTMs With Attention.

IEEE journal of biomedical and health informatics Oct 25, 2019
OBJECTIVE: This paper proposes a novel framework for the segmentation of phonocardiogram (PCG) signals into heart states, exploiting the temporal evolution of the PCG as well as considering the salient information that it provides for the detection o...
Male Neural Networks, Computer Deep Learning Female Humans Signal Processing, Computer-Assisted Heart Sounds Animals Phonocardiography
View on PubMed DOI

Leveraging Semantics in WordNet to Facilitate the Computer-Assisted Coding of ICD-11.

IEEE journal of biomedical and health informatics Oct 25, 2019
The International Classification of Diseases (ICD) not only serves as the bedrock for health statistics but also provides a holistic overview of every health aspect of life. This study aims to facilitate the computer-assisted coding of the 11th revis...
Algorithms Natural Language Processing Semantics International Classification of Diseases Medical Informatics Clinical Coding Humans
View on PubMed DOI

Clinical Interpretable Deep Learning Model for Glaucoma Diagnosis.

IEEE journal of biomedical and health informatics Oct 23, 2019
Despite the potential to revolutionise disease diagnosis by performing data-driven classification, clinical interpretability of ConvNet remains challenging. In this paper, a novel clinical interpretable ConvNet architecture is proposed not only for a...
Image Interpretation, Computer-Assisted Optic Disk Semantics Deep Learning ROC Curve Humans Glaucoma
View on PubMed DOI

MR-Forest: A Deep Decision Framework for False Positive Reduction in Pulmonary Nodule Detection.

IEEE journal of biomedical and health informatics Oct 15, 2019
With the development of deep learning methods such as convolutional neural network (CNN), the accuracy of automated pulmonary nodule detection has been greatly improved. However, the high computational and storage costs of the large-scale network hav...
Multiple Pulmonary Nodules Solitary Pulmonary Nodule Decision Trees Diagnostic Errors Deep Learning Radiographic Image Interpretation, Computer-Assisted Humans Tomography, X-Ray Computed
View on PubMed DOI

CR-Unet: A Composite Network for Ovary and Follicle Segmentation in Ultrasound Images.

IEEE journal of biomedical and health informatics Oct 7, 2019
Transvaginal ultrasound (TVUS) is widely used in infertility treatment. The size and shape of the ovary and follicles must be measured manually for assessing their physiological status by sonographers. However, this process is extremely time-consumin...
Neural Networks, Computer Algorithms Female Humans Image Processing, Computer-Assisted Ovarian Follicle Deep Learning Ovary Ultrasonography
View on PubMed DOI
Popular Topics
Popular Journals