3 papers
cs.CV2021
An End-to-end Entangled Segmentation and Classification Convolutional Neural Network for Periodontitis Stage Grading from Periapical Radiographic Images
Tanjida Kabir, Chun-Teh Lee, Jiman Nelson +6
Periodontitis is a biofilm-related chronic inflammatory disease characterized by gingivitis and bone loss in the teeth area. Approximately 61 million adults over 30 suffer from per…
stat.AP2019
Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer's disease
Xiaoqian Jiang, Samden Lhatoo, Guo-Qiang Zhang +2
Existing studies consider Alzheimer's disease (AD) a comorbidity of epilepsy, but also recognize epilepsy to occur more frequently in patients with AD than those without. The goal…
q-bio.NC2019
Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization
Yejin Kim, Xiaoqian Jiang, Luyao Chen +2
Sleep change is commonly reported in Alzheimer's disease (AD) patients and their brain wave studies show decrease in dreaming and non-dreaming stages. Although sleep disturbance is…