Unsupervised feature learning for electrocardiogram data using the convolutional variational autoencoder
Most existing electrocardiogram (ECG) feature extraction methods rely on rule-based
approaches. It is difficult to manually define all ECG features. We propose an unsupervised …
approaches. It is difficult to manually define all ECG features. We propose an unsupervised …
Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time
Abstract Treatment of acute ischemic strokes (AIS) is largely contingent upon the time since
stroke onset (TSS). However, TSS may not be readily available in up to 25% of patients with …
stroke onset (TSS). However, TSS may not be readily available in up to 25% of patients with …
A Portable Executable Clinical Decision Support Tool for Pneumonia Classification using Average Probability on an Ensemble Model
LJC Go, MSA Magboo, VPC Magboo - Procedia Computer Science, 2023 - Elsevier
Pneumonia is a respiratory illness that is highly infectious and affecting one or both lungs. It
can lead to fatalities if left undiagnosed and untreated in time. While a radiologist can …
can lead to fatalities if left undiagnosed and untreated in time. While a radiologist can …
Methods for deep learning model failure detection and model adaption: A survey
In real-world applications, deep learning models may fail to predict due to service switch,
system upgrade, or other environmental changes. One main reason is that the model lacks …
system upgrade, or other environmental changes. One main reason is that the model lacks …
Training Deep Neural Networks with Synthetic Data for Off-Road Vehicle Detection
E Kim, K Park, H Yang, SY Oh - 2020 20th International …, 2020 - ieeexplore.ieee.org
In tandem with growing deep learning technology, vehicle detection using convolutional
neural network is now become a mainstream in the field of autonomous driving and ADAS …
neural network is now become a mainstream in the field of autonomous driving and ADAS …
[图书][B] Improving Acute Ischemic Stroke Diagnosis Using Medical Imaging and Deep Learning Methods
H Zhang - 2023 - search.proquest.com
Acute ischemic stroke (AIS) is a cerebrovascular disease caused by deceased blood flow in
the brain. Treatment of AIS is heavily dependent on the time since stroke onset (TSS), either …
the brain. Treatment of AIS is heavily dependent on the time since stroke onset (TSS), either …