Search Results for author:
Found 8 papers, 0 papers with code
The intersection of video capsule endoscopy and artificial intelligence: addressing unique challenges using machine learning
Discussion: Each of these five challenges is addressed, in part, by one of our AI-based models.
Distributed Conditional GAN (discGAN) For Synthetic Healthcare Data Generation
Modeling distributions of discrete and continuous tabular data is a non-trivial task with high utility.
Graph Convolution Neural Network For Weakly Supervised Abnormality Localization In Long Capsule Endoscopy Videos
In this paper, we propose an end-to-end temporal abnormality localization for long WCE videos using only weak video level labels.
Unsupervised Shot Boundary Detection for Temporal Segmentation of Long Capsule Endoscopy Videos
However, the search for temporal boundaries in a long video using high dimensional frame-feature matrix is computationally prohibitive and impracticable for real clinical application.
Feature Selection Using Reinforcement Learning
While statistical methods such as subset selection, shrinkage, dimensionality reduction have been applied in selecting the best set of features, some other approaches in literature have approached feature selection task as a search problem where each state in the search space is a possible feature subset.
Lesion2Vec: Deep Metric Learning for Few-Shot Multiple Lesions Recognition in Wireless Capsule Endoscopy Video
Automating the detection of frames containing specific lesion in WCE video would relieve gastroenterologists the arduous task of reviewing the entire video before making diagnosis.
Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images
The results indicate that the hierarchical model can achieve better results than the flat model for multi-category diagnosis of GI disorders using histopathological images.
Dialogue-Based Simulation For Cultural Awareness Training
Based on training on our dataset, the models score the trainees' responses for cultural awareness in the Chinese culture.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+5
