Recent advances in protein homology detection propelled by inter-residue interaction map threading

S Bhattacharya, R Roche, MH Shuvo… - Frontiers in Molecular …, 2021 - frontiersin.org
Sequence-based protein homology detection has emerged as one of the most sensitive and
accurate approaches to protein structure prediction. Despite the success, homology …

Informative RNA base embedding for RNA structural alignment and clustering by deep representation learning

M Akiyama, Y Sakakibara - NAR genomics and bioinformatics, 2022 - academic.oup.com
Effective embedding is actively conducted by applying deep learning to biomolecular
information. Obtaining better embeddings enhances the quality of downstream analyses …

Deep forest ensemble learning for classification of alignments of non-coding RNA sequences based on multi-view structure representations

Y Li, Q Zhang, Z Liu, C Wang, S Han… - Briefings in …, 2021 - academic.oup.com
Non-coding RNAs (ncRNAs) play crucial roles in multiple biological processes. However,
only a few ncRNAs' functions have been well studied. Given the significance of ncRNAs …

DisCovER: distance‐and orientation‐based covariational threading for weakly homologous proteins

S Bhattacharya, R Roche, B Moussad… - Proteins: Structure …, 2022 - Wiley Online Library
Threading a query protein sequence onto a library of weakly homologous structural
templates remains challenging, even when sequence‐based predicted contact or distance …

REDalign: accurate RNA structural alignment using residual encoder-decoder network

CC Chen, YM Chan, H Jeong - BMC bioinformatics, 2024 - Springer
Background RNA secondary structural alignment serves as a foundational procedure in
identifying conserved structural motifs among RNA sequences, crucially advancing our …

[图书][B] Biological pattern discovery with R: Machine learning approaches

ZR Yang - 2021 - World Scientific
Classical approaches have been used for solving biological systems since the Newton time.
Most of the earlier effort has reduced a system to the simplest levels for the study. Such an …

New computational and data-driven methods for protein homology modeling

S Bhattacharya - 2021 - search.proquest.com
Threading a query protein sequence onto a library of weakly homologous structural
templates remains challenging. In light of the recent advancements in residue-residue …

Network-Based Structural Alignment of RNA Sequences Using TOPAS

CC Chen, H Jeong, X Qian, BJ Yoon - RNA Structure Prediction, 2023 - Springer
TOPAS (TOP ological network-based A lignment of S tructural RNAs) is a network-based
alignment algorithm that predicts structurally sound pairwise alignment of RNAs. In order to …

DSARna: RNA Secondary Structure Alignment Based on Digital Sequence Representation

L Gao, C Xu, W Song, F Xiao, X Wu… - … Chemistry & High …, 2021 - ingentaconnect.com
Background: With increasing applications and development of high-throughput sequencing,
knowledge of the primary structure of RNA has expanded exponentially. Moreover, the …

[PDF][PDF] Development of RNA informatics for RNA sequence and structure analysis

M Akiyama - 2022 - koara.lib.keio.ac.jp
Non-coding RNAs (ncRNAs) that are not translated into proteins were formerly considered
as junk regions. However, various functions have been revealed in recent years ranging …