Constrained transformer network for ECG signal processing and arrhythmia classification

C Che, P Zhang, M Zhu, Y Qu, B Jin - BMC Medical Informatics and …, 2021 - Springer
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 …

[HTML][HTML] Design considerations for advancing data storage with synthetic DNA for long-term archiving

C Ezekannagha, A Becker, D Heider, G Hattab - Materials Today Bio, 2022 - Elsevier
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 …

DeepMGT-DTI: Transformer network incorporating multilayer graph information for Drug–Target interaction prediction

P Zhang, Z Wei, C Che, B Jin - Computers in biology and medicine, 2022 - Elsevier
Drug–target interaction (DTI) prediction reduces the cost and time of drug development, and
plays a vital role in drug discovery. However, most of research does not fully explore the …

Efficient data reconstruction: The bottleneck of large-scale application of DNA storage

B Cao, Y Zheng, Q Shao, Z Liu, L Xie, Y Zhao, B Wang… - Cell Reports, 2024 - cell.com
Over the past decade, the rapid development of DNA synthesis and sequencing
technologies has enabled preliminary use of DNA molecules for digital data storage …

Adaptive coding for DNA storage with high storage density and low coverage

B Cao, X Zhang, S Cui, Q Zhang - NPJ systems biology and …, 2022 - nature.com
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 …

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 …

FMG: An observable DNA storage coding method based on frequency matrix game graphs

B Cao, P Shi, Y Zheng, Q Zhang - Computers in Biology and Medicine, 2022 - Elsevier
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 …

[HTML][HTML] BO-DNA: Biologically optimized encoding model for a highly-reliable DNA data storage

A Rasool, J Hong, Q Jiang, H Chen, Q Qu - Computers in Biology and …, 2023 - Elsevier
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 …

GCNSA: DNA storage encoding with a graph convolutional network and self-attention

B Cao, B Wang, Q Zhang - Iscience, 2023 - cell.com
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 …

Rdfnet: A fast caries detection method incorporating transformer mechanism

H Jiang, P Zhang, C Che, B Jin - … and Mathematical Methods in …, 2021 - Wiley Online Library
Dental caries is a prevalent disease of the human oral cavity. Given the lack of research on
digital images for caries detection, we construct a caries detection dataset based on the …