Cover Image

Heterogeneous graph attention network improves cancer multiomics integration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tabakhi, Sina, Vandermeulen, Charlotte, Sudbery, Ian, Lu, Haiping
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Multiagent Systems Biomolecules Genomics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Missing-Modality-Aware Graph Neural Network for Cancer Classification
by: Tabakhi, Sina, et al.
Published: (2025)

RNA-FrameFlow: Flow Matching for de novo 3D RNA Backbone Design
by: Anand, Rishabh, et al.
Published: (2024)

Foundation Models for AI-Enabled Biological Design
by: Moldwin, Asher, et al.
Published: (2025)

MicroFuse: Protein-to-Genome Expert Fusion for Microbial Operon Reasoning
by: Cho, Seungik
Published: (2026)

Fast and Functional Structured Data Generators Rooted in Out-of-Equilibrium Physics
by: Carbone, Alessandra, et al.
Published: (2023)

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis
by: Liu, Haoyang, et al.
Published: (2025)

Co-Evolution-Based Metal-Binding Residue Prediction with Graph Neural Networks
by: Rastegari, Sayedmohammadreza, et al.
Published: (2025)

A versatile informative diffusion model for single-cell ATAC-seq data generation and analysis
by: Huang, Lei, et al.
Published: (2024)

Pseudo-perplexity in One Fell Swoop for Protein Fitness Estimation
by: Kantroo, Pranav, et al.
Published: (2024)

Autonomous Agents Coordinating Distributed Discovery Through Emergent Artifact Exchange
by: Wang, Fiona Y., et al.
Published: (2026)

DNA energy constraints shape biological evolutionary trajectories
by: Fariselli, Piero, et al.
Published: (2019)

Refining Platelet Purification Methods: Enhancing Proteomics for Clinical Applications
by: Markhus, Vibecke, et al.
Published: (2025)

PASS: De novo assembler for short peptide sequences
by: Warren, René L.
Published: (2022)

Pan-genome Analysis of Angiosperm Plastomes using PGR-TK
by: Samanta, Manoj P.
Published: (2025)

On-Chip and Off-Chip TIA Amplifiers for Nanopore Signal Readout Design, Performance and Challenges: A Review
by: Deepthi, K. Ashoka, et al.
Published: (2025)

LapDDPM: A Conditional Graph Diffusion Model for scRNA-seq Generation with Spectral Adversarial Perturbations
by: Bini, Lorenzo, et al.
Published: (2025)

Graph Representation Learning in Biomedicine
by: Li, Michelle M., et al.
Published: (2021)

Classifying the Stoichiometry of Virus-like Particles with Interpretable Machine Learning
by: Zhang, Jiayang, et al.
Published: (2025)

RNA-GPT: Multimodal Generative System for RNA Sequence Understanding
by: Xiao, Yijia, et al.
Published: (2024)

High nucleotide skew palindromic DNA sequences function as replication origins due to their unzipping propensity
by: Sahu, Parthasarathi, et al.
Published: (2024)

Static Three-Dimensional Structures Determine Fast Dynamics Between Distal Loci Pairs in Interphase Chromosomes
by: Shi, Guang, et al.
Published: (2025)

Multimodal Spatial Omics: From Data Acquisition to Computational Integration
by: Isik, Esra Busra, et al.
Published: (2026)

In vitro binding energies capture Klf4 occupancy across the human genome
by: Schwager, Anne, et al.
Published: (2026)

The optimization of crop response to climatic stress through modulation of plant stress response mechanisms. Opportunities for biostimulants and plant hormones to meet climate challenges
by: Li, Jing, et al.
Published: (2025)

SAE-RNA: A Sparse Autoencoder Model for Interpreting RNA Language Model Representations
by: Kim, Taehan, et al.
Published: (2025)

Benchmarking LLM-based agents for single-cell omics analysis
by: Liu, Yang, et al.
Published: (2025)

miRKatAI: An Integrated Database and Multi-agent AI system for microRNA Research
by: Guerrero-Vazquez, Karen, et al.
Published: (2025)

Benchmarking AI scientists for omics data driven biological discovery
by: Luo, Erpai, et al.
Published: (2025)

Mask prior-guided denoising diffusion improves inverse protein folding
by: Bai, Peizhen, et al.
Published: (2024)

Interpretable Multimodal Learning for Tumor Protein-Metal Binding: Progress, Challenges, and Perspectives
by: Liu, Xiaokun, et al.
Published: (2025)

Towards Parsimonious Generative Modeling of RNA Families
by: Calvanese, Francesco, et al.
Published: (2023)

GCBLANE: A graph-enhanced convolutional BiLSTM attention network for improved transcription factor binding site prediction
by: Ferrao, Jonas Chris, et al.
Published: (2025)

K-Dense Analyst: Towards Fully Automated Scientific Analysis
by: Li, Orion, et al.
Published: (2025)

Epigenetic state encodes locus-specific chromatin mechanics
by: Shi, Guang, et al.
Published: (2025)

Struc2mapGAN: improving synthetic cryo-EM density maps with generative adversarial networks
by: Zhang, Chenwei, et al.
Published: (2024)

Heterogeneous networks in drug-target interaction prediction
by: Molaee, Mohammad, et al.
Published: (2025)

A unified cross-attention model for predicting antigen binding specificity to both HLA and TCR molecules
by: Yu, Chenpeng, et al.
Published: (2024)

HCAF-DTA: drug-target binding affinity prediction with cross-attention fused hypergraph neural networks
by: Li, Jiannuo, et al.
Published: (2025)

Bayesian Ego-graph Inference for Networked Multi-Agent Reinforcement Learning
by: Duan, Wei, et al.
Published: (2025)

MolGraph-xLSTM: A graph-based dual-level xLSTM framework with multi-head mixture-of-experts for enhanced molecular representation and interpretability
by: Sun, Yan, et al.
Published: (2025)