AI Medical Compendium Topic

Explore the latest research on artificial intelligence and machine learning in medicine.

Generative Adversarial Networks

Showing 11 to 20 of 40 articles

Clear Filters

Mandarin Speech Reconstruction from Tongue Motion Ultrasound Images based on Generative Adversarial Networks.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 40039953
Speech impairment resulting from laryngectomy causes severe physiological and psychological distress to laryngectomee. In clinical practice, the upper vocal tract articulatory organs function normally in most laryngectomee. The potential to reconstru...
Generative Adversarial Networks Humans Image Processing, Computer-Assisted Language Motion Neural Networks, Computer Speech Tongue Ultrasonography
View on PubMed DOI

Visualization of Surgical Needle Tips Hidden Inside Organs Using Generative Adversarial Networks.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 40039946
Postoperative complications in surgery are particularly prevalent in laparoscopic procedures, which are difficult for physicians to perform. One complication that is related to the surgical procedure itself is anastomotic leakage, in which the suture...
Algorithms Generative Adversarial Networks Humans Image Processing, Computer-Assisted Laparoscopy Needles Neural Networks, Computer Surgery, Computer-Assisted
View on PubMed DOI

StepGAN: Gait Feature Extraction Using Generative Adversarial Networks for Footstep Recognition.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 40039680
Pressure recordings of footsteps during walking can offer a convenient biometric recognition method for applications in security, forensic analysis, and health monitoring. However, footsteps can exhibit high variability due to a complex interplay of ...
Algorithms Foot Gait Generative Adversarial Networks Humans Male Neural Networks, Computer Pressure Shoes Support Vector Machine Walking
View on PubMed DOI

Vertebrae Segmentation with Generative Adversarial Networks for Automatic Cobb Angle Measurement.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference 40038934
Scoliosis is a lateral deformity of the spine, usually diagnosed in patients with a Cobb angle (CA) greater than 10°. Accurate measurements of the CA are necessary for timely intervention and subsequent effective treatment of scoliosis. However, the ...
Algorithms Generative Adversarial Networks Humans Image Processing, Computer-Assisted Neural Networks, Computer Scoliosis Spine
View on PubMed DOI

Deeply supervised two stage generative adversarial network for stain normalization.

Scientific reports 40016308
The color variations present in histopathological images pose a significant challenge to computational pathology and, consequently, negatively affect the performance of certain pathological image analysis methods, especially those based on deep learn...
Algorithms Deep Learning Generative Adversarial Networks Humans Image Processing, Computer-Assisted Neural Networks, Computer Staining and Labeling
View on PubMed DOI

Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network.

International journal of neural systems 39967019
Generative Adversarial Networks (GANs) are effective for image generation, but their unstable training limits broader applications. Additionally, neural architecture search (NAS) for GANs with one-shot models often leads to insufficient subnet traini...
Algorithms Generative Adversarial Networks Humans Image Processing, Computer-Assisted Neural Networks, Computer
View on PubMed DOI

Complex conjugate removal in optical coherence tomography using phase aware generative adversarial network.

Journal of biomedical optics 39963188
SIGNIFICANCE: Current methods for complex conjugate removal (CCR) in frequency-domain optical coherence tomography (FD-OCT) often require additional hardware components, which increase system complexity and cost. A software-based solution would provi...
Algorithms Animals Artifacts Deep Learning Eye Generative Adversarial Networks Humans Image Processing, Computer-Assisted Mice Phantoms, Imaging Skin Tomography, Optical Coherence
View on PubMed DOI

Diffused Multi-scale Generative Adversarial Network for low-dose PET images reconstruction.

Biomedical engineering online 39924498
PURPOSE: The aim of this study is to convert low-dose PET (L-PET) images to full-dose PET (F-PET) images based on our Diffused Multi-scale Generative Adversarial Network (DMGAN) to offer a potential balance between reducing radiation exposure and mai...
Generative Adversarial Networks Humans Image Processing, Computer-Assisted Neural Networks, Computer Positron-Emission Tomography Radiation Dosage Signal-To-Noise Ratio
View on PubMed DOI

Reconstruction of ECG from ballistocardiogram using generative adversarial networks with attention.

Biomedical physics & engineering express 40030996
Electrocardiogram (ECG) is widely used to provide early warning signals for cardiovascular diseases. However, traditional twelve-lead ECG monitoring methods and smartwatch-based home solutions are unable to achieve daily long-term monitoring. Therefo...
Algorithms Ballistocardiography Electrocardiography Generative Adversarial Networks Heart Rate Humans Neural Networks, Computer Signal Processing, Computer-Assisted
View on PubMed DOI

TCGAN: Temporal Convolutional Generative Adversarial Network for Fetal ECG Extraction Using Single-Channel Abdominal ECG.

IEEE journal of biomedical and health informatics 40030784
Noninvasive fetal ECG (FECG) monitoring holds significant importance in ensuring the normal development of the fetus. Since FECG is usually submerged by maternal ECG (MECG) and background noise in abdominal ECG (AECG), it is challenging to exactly re...
Abdomen Electrocardiography Female Fetal Monitoring Fetus Generative Adversarial Networks Humans Neural Networks, Computer Pregnancy Signal Processing, Computer-Assisted
View on PubMed DOI
Popular Topics
Recent Journals