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Oxford Academic
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Volume 40 Issue Supplement_1
July 2024
Editorial
ISMB 2024 Proceedings
Tijana Milenković
,
Yann Ponty
Awards Papers
The 2024 ISCB Overton Prize Award'Dr Martin Steinegger
Mallory L Wiper
The 2024 ISCB Innovator Award'Dr Sui-In Lee
Mallory L Wiper
The 2024 ISCB Accomplishments by a Senior Scientist Award'Dr Tandy Warnow
Mallory L Wiper
The 2024 Outstanding Contributions to ISCB Award'Dr Scott Markel
Mallory L Wiper
Bioinformatics Education and Citizen Science
Closing the computational biology knowledge gap': Spanish Wikipedia as a case study
Nelly Sélem-Mojica
,
Tülay Karakulak
,
Audra Anjum
,
Antón Pashkov
,
Rafael Pérez-Estrada
...
Teaching bioinformatics through the analysis of SARS-CoV-2: project-based training for computer science students
Pavlin G Poličar
,
Martin Špendl
,
Tomaž Curk
,
Blaž Zupan
Bioinformatics of Microbes and Microbiomes
Floria: fast and accurate strain haplotyping in metagenomes
Jim Shaw
,
Jean-Sebastien Gounot
,
Hanrong Chen
,
Niranjan Nagarajan
,
Yun William Yu
Scalable
de novo
classification of antibiotic resistance of
Mycobacterium tuberculosis
Mohammadali Serajian
,
Simone Marini
,
Jarno N Alanko
,
Noelle R Noyes
,
Mattia Prosperi
...
Conway'Bromage'Lyndon (CBL): an exact, dynamic representation of
k
-mer sets
Igor Martayan
,
Bastien Cazaux
,
Antoine Limasset
,
Camille Marchet
Reference-free structural variant detection in microbiomes via long-read co-assembly graphs
Kristen D Curry
,
Feiqiao Brian Yu
,
Summer E Vance
,
Santiago Segarra
,
Devaki Bhaya
...
Towards more accurate microbial source tracking via non-negative matrix factorization (NMF)
Ziyi Huang
,
Dehan Cai
,
Yanni Sun
Biomedical Informatics
PhiHER2: phenotype-informed weakly supervised model for HER2 status prediction from pathological images
Chaoyang Yan
,
Jialiang Sun
,
Yiming Guan
,
Jiuxin Feng
,
Hong Liu
...
CODEX: COunterfactual Deep learning for the
in silico
EXploration of cancer cell line perturbations
Stefan Schrod
,
Helena U Zacharias
,
Tim Beißbarth
,
Anne-Christin Hauschild
,
Michael Altenbuchinger
Adaptive digital tissue deconvolution
Franziska Görtler
,
Malte Mensching-Buhr
,
Ørjan Skaar
,
Stefan Schrod
,
Thomas Sterr
...
Approximating facial expression effects on diagnostic accuracy
via
generative AI in medical genetics
Tanviben Patel
,
Amna A Othman
,
Ömer Sümer
,
Fabio Hellman
,
Peter Krawitz
...
Improving medical reasoning through retrieval and self-reflection with retrieval-augmented large language models
Minbyul Jeong
,
Jiwoong Sohn
,
Mujeen Sung
,
Jaewoo Kang
Transfer learning of condition-specific perturbation in gene interactions improves drug response prediction
Dongmin Bang
,
Bonil Koo
,
Sun Kim
Modeling metastatic progression from cross-sectional cancer genomics data
Kevin Rupp
,
Andreas Lösch
,
Yanren Linda Hu
,
Chenxi Nie
,
Rudolf Schill
...
Integrating patients in time series clinical transcriptomics data
Euxhen Hasanaj
,
Sachin Mathur
,
Ziv Bar-Joseph
Representing mutations for predicting cancer drug response
Patrick Wall
,
Trey Ideker
TA-RNN: an attention-based time-aware recurrent neural network architecture for electronic health records
Mohammad Al Olaimat
,
Serdar Bozdag
Oncotree2vec ' a method for embedding and clustering of tumor mutation trees
Monica-Andreea Baciu-Drăgan
,
Niko Beerenwinkel
Probabilistic pathway-based multimodal factor analysis
Alexander Immer
,
Stefan G Stark
,
Francis Jacob
,
Ximena Bonilla
,
Tinu Thomas
...
Equity and Diversity
Epidemiological topology data analysis links severe COVID-19 to RAAS and hyperlipidemia associated metabolic syndrome conditions
Daniel Platt
,
Aritra Bose
,
Kahn Rhrissorrakrai
,
Chaya Levovitz
,
Laxmi Parida
Evolutionary, Comparative and Population Genomics
A machine-learning-based alternative to phylogenetic bootstrap
Noa Ecker
,
Dorothée Huchon
,
Yishay Mansour
,
Itay Mayrose
,
Tal Pupko
Joint inference of cell lineage and mitochondrial evolution from single-cell sequencing data
Palash Sashittal
,
Viola Chen
,
Amey Pasarkar
,
Benjamin J Raphael
Maximum likelihood phylogeographic inference of cell motility and cell division from spatial lineage tracing data
Uyen Mai
,
Gary Hu
,
Benjamin J Raphael
Median and small parsimony problems on RNA trees
Bertrand Marchand
,
Yoann Anselmetti
,
Manuel Lafond
,
Aïda Ouangraoua
General Computational Biology
An empirical study on KDIGO-defined acute kidney injury prediction in the intensive care unit
Xinrui Lyu
,
Bowen Fan
,
Matthias Hüser
,
Philip Hartout
,
Thomas Gumbsch
...
SpecEncoder: deep metric learning for accurate peptide identification in proteomics
Kaiyuan Liu
,
Chenghua Tao
,
Yuzhen Ye
,
Haixu Tang
BioCoder: a benchmark for bioinformatics code generation with large language models
Xiangru Tang
,
Bill Qian
,
Rick Gao
,
Jiakang Chen
,
Xinyun Chen
...
Genome Sequence Analysis
Optimal phylogenetic reconstruction of insertion and deletion events
Sanjana Tule
,
Gabriel Foley
,
Chongting Zhao
,
Michael Forbes
,
Mikael Bodén
Sigmoni: classification of nanopore signal with a compressed pangenome index
Vikram S Shivakumar
,
Omar Y Ahmed
,
Sam Kovaka
,
Mohsen Zakeri
,
Ben Langmead
Forseti
: a mechanistic and predictive model of the splicing status of scRNA-seq reads
Dongze He
,
Yuan Gao
,
Spencer Skylar Chan
,
Natalia Quintana-Parrilla
,
Rob Patro
Accurate assembly of multiple RNA-seq samples with Aletsch
Qian Shi
,
Qimin Zhang
,
Mingfu Shao
Learning locality-sensitive bucketing functions
Xin Yuan
,
Ke Chen
,
Xiang Li
,
Qian Shi
,
Mingfu Shao
Fast multiple sequence alignment via multi-armed bandits
Kayvon Mazooji
,
Ilan Shomorony
Label-guided seed-chain-extend alignment on annotated De Bruijn graphs
Harun Mustafa
,
Mikhail Karasikov
,
Nika Mansouri Ghiasi
,
Gunnar Rätsch
,
André Kahles
Macromolecular Sequence, Structure, and Function
RiboDiffusion: tertiary structure-based RNA inverse folding with generative diffusion models
Han Huang
,
Ziqian Lin
,
Dongchen He
,
Liang Hong
,
Yu Li
MolLM
: a unified language model for integrating biomedical text with 2D and 3D molecular representations
Xiangru Tang
,
Andrew Tran
,
Jeffrey Tan
,
Mark B Gerstein
MolPLA: a molecular pretraining framework for learning cores, R-groups and their linker joints
Mogan Gim
,
Jueon Park
,
Soyon Park
,
Sanghoon Lee
,
Seungheun Baek
...
Unveil
cis
-acting combinatorial mRNA motifs by interpreting deep neural network
Xiaocheng Zeng
,
Zheng Wei
,
Qixiu Du
,
Jiaqi Li
,
Zhen Xie
...
Integration of background knowledge for automatic detection of inconsistencies in gene ontology annotation
Jiyu Chen
,
Benjamin Goudey
,
Nicholas Geard
,
Karin Verspoor
Predicting protein functions using positive-unlabeled ranking with ontology-based priors
Fernando Zhapa-Camacho
,
Zhenwei Tang
,
Maxat Kulmanov
,
Robert Hoehndorf
A learned score function improves the power of mass spectrometry database search
Varun Ananth
,
Justin Sanders
,
Melih Yilmaz
,
Bo Wen
,
Sewoong Oh
...
DDAffinity: predicting the changes in binding affinity of multiple point mutations using protein 3D structure
Guanglei Yu
,
Qichang Zhao
,
Xuehua Bi
,
Jianxin Wang
An algorithm for decoy-free false discovery rate estimation in XL-MS/MS proteomics
Yisu Peng
,
Shantanu Jain
,
Predrag Radivojac
Partial RNA design
Frederic Runge
,
Jörg Franke
,
Daniel Fertmann
,
Rolf Backofen
,
Frank Hutter
Regulatory and Functional Genomics
Optimal sequencing budget allocation for trajectory reconstruction of single cells
Noa Moriel
,
Edvin Memet
,
Mor Nitzan
AttentionPert: accurately modeling multiplexed genetic perturbations with multi-scale effects
Ding Bai
,
Caleb N Ellington
,
Shentong Mo
,
Le Song
,
Eric P Xing
Predicting single-cell cellular responses to perturbations using cycle consistency learning
Wei Huang
,
Hui Liu
Enhancing Hi-C contact matrices for loop detection with Capricorn: a multiview diffusion model
Tangqi Fang
,
Yifeng Liu
,
Addie Woicik
,
Minsi Lu
,
Anupama Jha
...
A count-based model for delineating cell'cell interactions in spatial transcriptomics data
Hirak Sarkar
,
Uthsav Chitra
,
Julian Gold
,
Benjamin J Raphael
scGrapHiC: deep learning-based graph deconvolution for Hi-C using single cell gene expression
Ghulam Murtaza
,
Byron Butaney
,
Justin Wagner
,
Ritambhara Singh
Systems Biology and Networks
Biomarker identification by interpretable maximum mean discrepancy
Michael F Adamer
,
Sarah C Brüningk
,
Dexiong Chen
,
Karsten Borgwardt
Identifying new cancer genes based on the integration of annotated gene sets via hypergraph neural networks
Chao Deng
,
Hong-Dong Li
,
Li-Shen Zhang
,
Yiwei Liu
,
Yaohang Li
...
SPRITE: improving spatial gene expression imputation with gene and cell networks
Eric D Sun
,
Rong Ma
,
James Zou
Deciphering high-order structures in spatial transcriptomes with graph-guided Tucker decomposition
Charles Broadbent
,
Tianci Song
,
Rui Kuang
Enhancing generalizability and performance in drug'target interaction identification by integrating pharmacophore and pre-trained models
Zuolong Zhang
,
Xin He
,
Dazhi Long
,
Gang Luo
,
Shengbo Chen
GraphCompass: spatial metrics for differential analyses of cell organization across conditions
Mayar Ali
,
Merel Kuijs
,
Soroor Hediyeh-zadeh
,
Tim Treis
,
Karin Hrovatin
...
Efficient parameter estimation for ODE models of cellular processes using semi-quantitative data
Domagoj Dorešić
,
Stephan Grein
,
Jan Hasenauer
REUNION: transcription factor binding prediction and regulatory association inference from single-cell multi-omics data
Yang Yang
,
Dana Pe'er
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