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Volume 40 Issue 10
October 2024
Dual-view jointly learning improves personalized drug synergy prediction
Xueliang Li
,
Bihan Shen
,
Fangyoumin Feng
,
Kunshi Li
,
Zhixuan Tang
...
MOIRE: a software package for the estimation of allele frequencies and effective multiplicity of infection from polyallelic data
Maxwell Murphy
,
Bryan Greenhouse
Correction
Correction to: AgIn: measuring the landscape of CpG methylation of individual repetitive elements
Correction to: Teaching bioinformatics through the analysis of SARS-CoV-2: project-based training for computer science students
Original Paper
Genome analysis
Second-order group knockoffs with applications to genome-wide association studies
Benjamin B Chu
,
Jiaqi Gu
,
Zhaomeng Chen
,
Tim Morrison
,
Emmanuel Candès
...
Castanet: a pipeline for rapid analysis of targeted multi-pathogen genomic data
Richard Mayne
,
Shannah Secret
,
Cyndi Geoghegan
,
Amy Trebes
,
Kai Kean
...
Data and text mining
HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools
Mario Sänger
,
Samuele Garda
,
Xing David Wang
,
Leon Weber-Genzel
,
Pia Droop
...
Chemical reaction enhanced graph learning for molecule representation
Anchen Li
,
Elena Casiraghi
,
Juho Rousu
MGRN: toward robust drug recommendation via multi-view gating retrieval network
Fanjun Meng
,
Xiaobo Li
,
Xiaodi Hou
,
Mingyu Lu
,
Yijia Zhang
Structure-inclusive similarity based directed GNN: a method that can control information flow to predict drug'target binding affinity
Jipeng Huang
,
Chang Sun
,
Minglei Li
,
Rong Tang
,
Bin Xie
...
Causal enhanced drug'target interaction prediction based on graph generation and multi-source information fusion
Guanyu Qiao
,
Guohua Wang
,
Yang Li
Learning to explain is a good biomedical few-shot learner
Peng Chen
,
Jian Wang
,
Ling Luo
,
Hongfei Lin
,
Zhihao Yang
Chain-aware graph neural networks for molecular property prediction
Honghao Wang
,
Acong Zhang
,
Yuan Zhong
,
Junlei Tang
,
Kai Zhang
...
PocketDTA: an advanced multimodal architecture for enhanced prediction of drugâˆ'target affinity from 3D structural data of target binding pockets
Long Zhao
,
Hongmei Wang
,
Shaoping Shi
TarKG: a comprehensive biomedical knowledge graph for target discovery
Cong Zhou
,
Chui-Pu Cai
,
Xiao-Tian Huang
,
Song Wu
,
Jun-Lin Yu
...
A multi-modality and multi-granularity collaborative learning framework for identifying spatial domains and spatially variable genes
Xiao Liang
,
Pei Liu
,
Li Xue
,
Baiyun Chen
,
Wei Liu
...
Gene expression
A self-training interpretable cell type annotation framework using specific marker gene
Hegang Chen
,
Yuyin Lu
,
Yanghui Rao
LineageVAE: reconstructing historical cell states and transcriptomes toward unobserved progenitors
Koichiro Majima
,
Yasuhiro Kojima
,
Kodai Minoura
,
Ko Abe
,
Haruka Hirose
...
Statistical batch-aware embedded integration, dimension reduction, and alignment for spatial transcriptomics
Yanfang Li
,
Shihua Zhang
scDRMAE: integrating masked autoencoder with residual attention networks to leverage omics feature dependencies for accurate cell clustering
Tianjiao Zhang
,
Hongfei Zhang
,
Jixiang Ren
,
Zhenao Wu
,
Zhongqian Zhao
...
Biologically weighted LASSO: enhancing functional interpretability in gene expression data analysis
Sofia Mongardi
,
Silvia Cascianelli
,
Marco Masseroli
Genetics and population analysis
The GenoPred pipeline: a comprehensive and scalable pipeline for polygenic scoring
Oliver Pain
,
Ammar Al-Chalabi
,
Cathryn M Lewis
BEATRICE: Bayesian fine-mapping from summary data using deep variational inference
Sayan Ghosal
,
Michael C Schatz
,
Archana Venkataraman
Sequence analysis
Prediction of antibiotic resistance mechanisms using a protein language model
Kanami Yagimoto
,
Shion Hosoda
,
Miwa Sato
,
Michiaki Hamada
Identifying nucleotide-binding leucine-rich repeat receptor and pathogen effector pairing using transfer-learning and bilinear attention network
Baixue Qiao
,
Shuda Wang
,
Mingjun Hou
,
Haodi Chen
,
Zhengwenyang Zhou
...
OligoFormer: an accurate and robust prediction method for siRNA design
Yilan Bai
,
Haochen Zhong
,
Taiwei Wang
,
Zhi John Lu
Anti-symmetric framework for balanced learning of protein'protein interactions
Tao Tang
,
Tianyang Li
,
Weizhuo Li
,
Xiaofeng Cao
,
Yuansheng Liu
...
MNBC: a multithreaded Minimizer-based Naïve Bayes Classifier for improved metagenomic sequence classification
Ruipeng Lu
,
Tim Dumonceaux
,
Muhammad Anzar
,
Athanasios Zovoilis
,
Kym Antonation
...
Bioimage informatics
TAWFN: a deep learning framework for protein function prediction
Lu Meng
,
Xiaoran Wang
Accurate segmentation of intracellular organelle networks using low-level features and topological self-similarity
Jiaxing Huang
,
Yaoru Luo
,
Yuanhao Guo
,
Wenjing Li
,
Zichen Wang
...
Structural Bioinformatics
Computational prediction of multiple antigen epitopes
Rajalakshmi Viswanathan
,
Moshe Carroll
,
Alexandra Roffe
,
Jorge E Fajardo
,
Andras Fiser
Towards the accurate modelling of antibodyâˆ'antigen complexes from sequence using machine learning and information-driven docking
Marco Giulini
,
Constantin Schneider
,
Daniel Cutting
,
Nikita Desai
,
Charlotte M Deane
...
Pair-EGRET: enhancing the prediction of protein'protein interaction sites through graph attention networks and protein language models
Ramisa Alam
,
Sazan Mahbub
,
Md Shamsuzzoha Bayzid
Systems biology
GNN4DM: a graph neural network-based method to identify overlapping functional disease modules
András Gézsi
,
Péter Antal
MSDAFL: molecular substructure-based dual attention feature learning framework for predicting drug'drug interactions
Chao Hou
,
Guihua Duan
,
Cheng Yan
Applications Note
Genome analysis
MPRAVarDB: an online database and web server for exploring regulatory effects of genetic variants
Weijia Jin
,
Yi Xia
,
Javlon Nizomov
,
Yunlong Liu
,
Zhigang Li
...
VirTAXA: enhancing RNA virus taxonomic classification with remote homology search and tree-based validation
Yilin Zhu
,
Guowei Chen
,
Yanni Sun
PCBS: an R package for fast and accurate analysis of bisulfite sequencing data
Kathryn Lande
,
April E Williams
BioPred: an R package for biomarkers analysis in precision medicine
Zihuan Liu
,
Yan Sun
,
Xin Huang
Structural bioinformatics
DockQ v2: improved automatic quality measure for protein multimers, nucleic acids, and small molecules
Claudio Mirabello
,
Björn Wallner
ABodyBuilder3: improved and scalable antibody structure predictions
Henry Kenlay
,
Frédéric A Dreyer
,
Daniel Cutting
,
Daniel Nissley
,
Charlotte M Deane
Analysis of metadynamics simulations by metadynminer.py
Jan Beránek
,
Aleš Křenek
,
Vojtěch Spiwok
Data and text mining
GENEVIC: GENetic data Exploration and Visualization via Intelligent interactive Console
Anindita Nath
,
Savannah Mwesigwa
,
Yulin Dai
,
Xiaoqian Jiang
,
Zhongming Zhao
SurvBal: compositional microbiome balances for survival outcomes
Ying Li
,
Teresa Lee
,
Kai Marin
,
Xing Hua
,
Sujatha Srinivasan
...
Sequence analysis
NeoDesign: a computational tool for optimal selection of polyvalent neoantigen combinations
Wenqian Yu
,
Hongwu Yu
,
Jingjing Zhao
,
Hena Zhang
,
Kalam Ke
...
Gene expression
vSPACE: exploring virtual spatial representation of articular chondrocytes at the single-cell level
Chenyu Zhang
,
Honglin Wang
,
Yeonsoo Chung
,
Seung-Hyun Hong
,
Merissa Olmer
...
BatchFLEX: feature-level equalization of X-batch
Joshua T Davis
,
Alyssa N Obermayer
,
Alex C Soupir
,
Rebecca S Hesterberg
,
Thac Duong
...
Systems biology
Combined LC-MS/MS feature grouping, statistical prioritization, and interactive networking in msFeaST
Kevin Mildau
,
Christoph Büschl
,
Jürgen Zanghellini
,
Justin J J van der Hooft
CyCadas: accelerating interactive annotation and analysis of clustered cytometry data
Oliver Hunewald
,
Agnieszka Demczuk
,
Joseph Longworth
,
Markus Ollert
RTF: an R package for modelling time course data
Eva Brombacher
,
Clemens Kreutz
DAVID Ortholog: an integrative tool to enhance functional analysis through orthologs
Brad T Sherman
,
Ganesh Panzade
,
Tomozumi Imamichi
,
Weizhong Chang
Phylogenetics
Kssdtree: an interactive Python package for phylogenetic analysis based on sketching technique
Hang Yang
,
Xiaoxin Lu
,
Jiaxing Chang
,
Qing Chang
,
Wen Zheng
...
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