Search Results - "Lee, James Ren Hou"

Cancer-Net SCa: tailored deep neural network designs for detection of skin cancer from dermoscopy images by Lee, James Ren Hou, Pavlova, Maya, Famouri, Mahmoud, Wong, Alexander

“…Abstract Background Skin cancer continues to be the most frequently diagnosed form of cancer in the U.S., with not only significant effects on health and…”
Get full text

TB-Net: A Tailored, Self-Attention Deep Convolutional Neural Network Design for Detection of Tuberculosis Cases From Chest X-Ray Images by Wong, Alexander, Lee, James Ren Hou, Rahmat-Khah, Hadi, Sabri, Ali, Alaref, Amer, Liu, Haiyue

“…Tuberculosis (TB) remains a global health problem, and is the leading cause of death from an infectious disease. A crucial step in the treatment of…”
Get full text

Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression From Chest CT Images by Wong, Alexander, Lu, Jack, Dorfman, Adam, McInnis, Paul, Famouri, Mahmoud, Manary, Daniel, Lee, James Ren Hou, Lynch, Michael

“…Pulmonary fibrosis is a devastating chronic lung disease that causes irreparable lung tissue scarring and damage, resulting in progressive loss in lung…”
Get full text

TimeConvNets: A Deep Time Windowed Convolution Neural Network Design for Real-time Video Facial Expression Recognition by Hou Lee, James Ren, Wong, Alexander

“…A core challenge faced by the majority of individuals with Autism Spectrum Disorder (ASD) is an impaired ability to infer other people's emotions based on…”
Get full text

AEGIS: A real-time multimodal augmented reality computer vision based system to assist facial expression recognition for individuals with autism spectrum disorder by Lee, James Ren Hou, Wong, Alexander

“…The ability to interpret social cues comes naturally for most people, but for those living with Autism Spectrum Disorder (ASD), some experience a deficiency in…”
Get full text

TimeConvNets: A Deep Time Windowed Convolution Neural Network Design for Real-time Video Facial Expression Recognition by Lee, James Ren Hou, Wong, Alexander

“…A core challenge faced by the majority of individuals with Autism Spectrum Disorder (ASD) is an impaired ability to infer other people's emotions based on…”
Get full text

CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images by Lee, James Ren Hou, Pavlova, Maya, Famouri, Mahmoud, Wong, Alexander

“…Skin cancer continues to be the most frequently diagnosed form of cancer in the U.S., with not only significant effects on health and well-being but also…”
Get full text

EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-time Facial Expression Recognition by Lee, James Ren Hou, Wang, Linda, Wong, Alexander

“…While recent advances in deep learning have led to significant improvements in facial expression classification (FEC), a major challenge that remains a…”
Get full text

TB-Net: A Tailored, Self-Attention Deep Convolutional Neural Network Design for Detection of Tuberculosis Cases from Chest X-ray Images by Wong, Alexander, Lee, James Ren Hou, Rahmat-Khah, Hadi, Sabri, Ali, Alaref, Amer

“…Tuberculosis (TB) remains a global health problem, and is the leading cause of death from an infectious disease. A crucial step in the treatment of…”
Get full text

Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT Images by Wong, Alexander, Lu, Jack, Dorfman, Adam, McInnis, Paul, Famouri, Mahmoud, Manary, Daniel, Lee, James Ren Hou, Lynch, Michael

“…Pulmonary fibrosis is a devastating chronic lung disease that causes irreparable lung tissue scarring and damage, resulting in progressive loss in lung…”
Get full text