Automated mapping of electronic data capture fields to SDTM.
ObjectiveThe goal of this work is to reduce the amount of manual work required to go from data capture to regulatory submission. It will be shown that the use of Siamese networks will allow for the generation of embeddings that can be used by traditional
Eric Yang, Laura Katz, Sushila Shenoy
doaj +1 more source
SGAT: Shuffle and graph attention based Siamese networks for visual tracking. [PDF]
Wang J +4 more
europepmc +1 more source
PSNSleep: a self-supervised learning method for sleep staging based on Siamese networks with only positive sample pairs. [PDF]
You Y, Chang S, Yang Z, Sun Q.
europepmc +1 more source
Few-shot pneumonia detection using Siamese networks and transfer learning on chest X-ray images
Pneumonia remains a leading cause of mortality among children under five years of age, accounting for approximately 1.6 million deaths annually. Early detection is critical for reducing child mortality; however, traditional diagnostic methods rely on ...
Atukunda Doreen +2 more
doaj +1 more source
SiamDCFF: Dynamic Cascade Feature Fusion for Vision Tracking
Establishing an accurate and robust feature fusion mechanism is key to enhancing the tracking performance of single-object trackers based on a Siamese network.
Jinbo Lu, Na Wu, Shuo Hu
doaj +1 more source
Novel transfer learning schemes based on Siamese networks and synthetic data. [PDF]
Kenneweg P, Stallmann D, Hammer B.
europepmc +1 more source
Improved Fully Convolutional Siamese Networks for Visual Object Tracking Based on Response Behaviour Analysis. [PDF]
Huang X, Cao S, Dong C, Song T, Xu Z.
europepmc +1 more source
Evaluating Biomedical Word Embeddings for Vocabulary Alignment at Scale in the UMLS Metathesaurus Using Siamese Networks. [PDF]
Bajaj G +7 more
europepmc +1 more source
The complexity and diversity brought by the distributed architecture of the new generation electric information collection system have deepened the difficulty of constructing evaluation verification index systems and quality evaluation models.
Jian Dou, Xuan Liu, Xingqi Liu, Bin Xu
doaj +1 more source
Ancient bone stick fragments excavated from the site of ancient Chang’an during the Western Han Dynasty present significant challenges for matching due to their sheer number, complex matching features, and the scarcity of reference samples.
Shiyi Ren +4 more
doaj +1 more source

