Search Results - ruogu+fang

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Non-Invasive Machine Learning Software for Diagnosing Parkinson's Disease

Uses Blood Vessel Patterns Taken from Retinal Fundus Images to Predict an Onset or Presence of Parkinson’s Disease This non-invasive machine learning software uses fundus retinal images to predict the onset or presence of Parkinson’s disease (PD). Parkinson’s disease is the second most common neurodegenerative disorder, affecting...

Published: 9/3/2024 | Inventor(s): Ruogu Fang, Maximillian Diaz

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Category(s): Technology Classifications > Human Health Care > Diagnostics

Precision Dosing Algorithm for Electrical Brain Stimulation

Predicts Patient Response to Electrical Brain Stimulation and Enables Subject-Specific Treatment Optimization This machine learning algorithm predicts treatment outcome improvements in adults undergoing electrical brain stimulation and enables the delivery of individualized dosing. For example, declines in cognitive function typically present themselves...

Published: 3/13/2023 | Inventor(s): Adam Woods, Aprinda Indahlastari, Alejandro Albizu, Ruogu Fang

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Category(s): Technology Classifications > Human Health Care > Therapeutics, Technology Classifications > Medical Devices > Equipment

Machine Learning Algorithm for Detecting or Predicting the Onset of Alzheimer’s Disease

Diagnoses or Predicts Alzheimer’s Disease Using Non-Invasive, Low-Cost Retinal Images This machine learning system detects or predicts the onset of Alzheimer’s disease by assessing the presence of pathologies associated with the disease in retinal fundus images. Alzheimer’s disease is the most common neurodegenerative disease and...

Published: 8/20/2021 | Inventor(s): Ruogu Fang, Jianqiao Tian

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Category(s): Technology Classifications > Human Health Care > Diagnostics, Technology Classifications > Research Tools > Diagnostics

Monolithic White and Multi-Color Lasers Tunable in Full Visible Spectrum

Semiconductor lasers able to emit over the full visible color spectrum have a wide range of practical applications such as solid-state lighting, full-color displays, visible color communications, and multi-color fluorescence sensing. To the human eye, light with a mixture of four monochromatic lasers is visually equivalent to a white illuminant. Current...

Published: 2/23/2023 | Inventor(s): Cun-Zheng Ning, Sunay Turkdogan, Zhicheng Liu, Fan Fan

Keywords(s): Materials and Electronics

Category(s): Advanced Materials/Nanotechnology, Chemical/Biological Sensors, Energy & Power, Imaging, Medical Imaging, Physical Science, Physics, Proteomic Assays/Reagents/Tools, Semiconductor Devices, Semiconductors, Materials & Processes

Software Using a Genetic Algorithm to Automatically Build Convolutional Neural Networks for Medical Image Denoising

Reduces Noise in Medical Images Using Deep Neural Networks Automatically Built by Genetic AlgorithmsThis software automatically selects the most suitable parameters to develop convolutional neural networks able to denoise medical images. The noise in medical images produced from CT or MRI scans can cover or distort the true image, making accurate diagnosis...

Published: 6/27/2021 | Inventor(s): Ruogu Fang, Peng Liu

Keywords(s): Convolutional Neural Networks, Deep Learning, Evolution, Genetic Algorithm, hyper-parameters, Low-Dose Imaging, Medical Image Denoising

Category(s): Technology Classifications > Engineering > Computer Science, Technology Classifications > Others > Others, Technology Classifications > Software > Others