Constrained transformer network for ECG signal processing and arrhythmia classification
Background Heart disease diagnosis is a challenging task and it is important to explore
useful information from the massive amount of electrocardiogram (ECG) records of patients …
useful information from the massive amount of electrocardiogram (ECG) records of patients …
[HTML][HTML] Design considerations for advancing data storage with synthetic DNA for long-term archiving
Deoxyribonucleic acid (DNA) is increasingly emerging as a serious medium for long-term
archival data storage because of its remarkable high-capacity, high-storage-density …
archival data storage because of its remarkable high-capacity, high-storage-density …
SDNN-PPI: self-attention with deep neural network effect on protein-protein interaction prediction
Abstract Background Protein-protein interactions (PPIs) dominate intracellular molecules to
perform a series of tasks such as transcriptional regulation, information transduction, and …
perform a series of tasks such as transcriptional regulation, information transduction, and …
Efficient data reconstruction: The bottleneck of large-scale application of DNA storage
Over the past decade, the rapid development of DNA synthesis and sequencing
technologies has enabled preliminary use of DNA molecules for digital data storage …
technologies has enabled preliminary use of DNA molecules for digital data storage …
Adaptive coding for DNA storage with high storage density and low coverage
The rapid development of information technology has generated substantial data, which
urgently requires new storage media and storage methods. DNA, as a storage medium with …
urgently requires new storage media and storage methods. DNA, as a storage medium with …
A real-time one-time pad DNA-chaos image encryption algorithm based on multiple keys
S Zhou - Optics & Laser Technology, 2021 - Elsevier
Image encryption is an important necessity when sharing data over public networks, and
many image encryption algorithms have been proposed for the task. However, most of these …
many image encryption algorithms have been proposed for the task. However, most of these …
FMG: An observable DNA storage coding method based on frequency matrix game graphs
Using complex biomolecules for storage is a new carbon-based storage method. For
example, DNA has the potential to be a good method for archival long-term data storage …
example, DNA has the potential to be a good method for archival long-term data storage …
[HTML][HTML] BO-DNA: Biologically optimized encoding model for a highly-reliable DNA data storage
DNA data storage is a promising technology that utilizes computer simulation, and synthetic
biology, offering high-density and reliable digital information storage. It is challenging to …
biology, offering high-density and reliable digital information storage. It is challenging to …
GCNSA: DNA storage encoding with a graph convolutional network and self-attention
DNA Encoding, as a key step in DNA storage, plays an important role in reading and writing
accuracy and the storage error rate. However, currently, the encoding efficiency is not high …
accuracy and the storage error rate. However, currently, the encoding efficiency is not high …
Design of constraint coding sets for archive DNA storage
With the advent of the era of massive data, the increase of storage demand has far
exceeded current storage capacity. DNA molecules provide a reliable solution for big data …
exceeded current storage capacity. DNA molecules provide a reliable solution for big data …