Automated mapping of electronic data capture fields to SDTM.
PLoS ONEObjectiveThe 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]
PLoS One, 2022 Wang J +4 more
europepmc +1 more source
Extent, characteristics and policy applications of Key Biodiversity Areas
Biological Reviews, EarlyView.ABSTRACT A global standard for the identification of Key Biodiversity Areas (KBAs) was published 10 years ago to provide a unified set of criteria for identifying ‘sites of significance for the global persistence of biodiversity’. We review the initiative's origins, the KBA identification process, characteristics of the current network, threats, policy
Stuart H. M. Butchart +57 more
wiley +1 more source
PSNSleep: a self-supervised learning method for sleep staging based on Siamese networks with only positive sample pairs. [PDF]
Front Neurosci, 2023 You Y, Chang S, Yang Z, Sun Q.
europepmc +1 more source
The evidence base for ranger patrol effectiveness in conservation and how to improve it
Biological Reviews, EarlyView.ABSTRACT Ranger patrols are a cornerstone of wildlife protection efforts around the world and occur across all ecological governance systems. Evidence that patrols reduce threats to wildlife and enable their recovery has not been systematically examined previously.
Trina Rytwinski +19 more
wiley +1 more source
Few-shot pneumonia detection using Siamese networks and transfer learning on chest X-ray images
Discover Artificial IntelligencePneumonia 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
SensorsEstablishing 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]
Neural Comput Appl, 2023 Kenneweg P, Stallmann D, Hammer B.
europepmc +1 more source
Utterance evolution: the road to generative, combinatorial communicators
Biological Reviews, EarlyView.ABSTRACT Language has long been considered uniquely complex in the animal kingdom; however, animal research over the last decade has begun to challenge some long‐standing premises about exactly which language capacities are uniquely human. The task of resolving why and how complex communication systems evolve, particularly human language, has ...
Catherine Crockford +2 more
wiley +1 more source
Improved Fully Convolutional Siamese Networks for Visual Object Tracking Based on Response Behaviour Analysis. [PDF]
Sensors (Basel), 2022 Huang X, Cao S, Dong C, Song T, Xu Z.
europepmc +1 more source