Generative Adversarial Networks - AI Medical Compendium

Simulating Accelerometer Signals of Parkinson's Gait 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 Jul 1, 2024

Wearable technologies have been demonstrated to have value in the objective assessment of Parkinson's disease. However, certain symptoms such as freezing of gait are challenging to monitor using current approaches. Data augmentation, wherein syntheti...

Accelerometry Algorithms Generative Adversarial Networks Signal Processing, Computer-Assisted Neural Networks, Computer Humans Gait Parkinson Disease Machine Learning

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Cross-Modality Translation with Generative Adversarial Networks to Unveil Alzheimer's Disease Biomarkers.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024

Generative approaches for cross-modality transformation have recently gained significant attention in neuroimaging. While most previous work has focused on case-control data, the application of generative models to disorder-specific datasets and thei...

Alzheimer Disease Magnetic Resonance Imaging Generative Adversarial Networks Neuroimaging Aged Male Female Biomarkers Neural Networks, Computer Brain Humans

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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 Jul 1, 2024

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 Tongue Ultrasonography Neural Networks, Computer Speech Language Humans Motion Image Processing, Computer-Assisted

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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 Jul 1, 2024

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...

Needles Generative Adversarial Networks Surgery, Computer-Assisted Algorithms Neural Networks, Computer Laparoscopy Image Processing, Computer-Assisted Humans

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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 Jul 1, 2024

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 Male Neural Networks, Computer Humans Walking Generative Adversarial Networks Foot Pressure Gait Shoes Support Vector Machine

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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 Jul 1, 2024

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 ...

Neural Networks, Computer Algorithms Humans Scoliosis Generative Adversarial Networks Spine Image Processing, Computer-Assisted

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AIMC Topic: Generative Adversarial Networks

Simulating Accelerometer Signals of Parkinson's Gait Using Generative Adversarial Networks.

Cross-Modality Translation with Generative Adversarial Networks to Unveil Alzheimer's Disease Biomarkers.

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

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

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

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

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AIMC Topic: Generative Adversarial Networks

Simulating Accelerometer Signals of Parkinson's Gait Using Generative Adversarial Networks.

Cross-Modality Translation with Generative Adversarial Networks to Unveil Alzheimer's Disease Biomarkers.

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

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

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

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

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Popular Topics

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