:: Library Catalog

Imagen de Portada

Guardado en:

Detalles Bibliográficos
Autor principal:	Chen, Audrey Pei-Hsuan
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning Genomics
Acceso en línea:	https://arxiv.org/abs/2511.20382
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

MLOmics: Cancer Multi-Omics Database for Machine Learning
por: Yang, Ziwei, et al.
Publicado: (2024)

PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis
por: Huang, Xinlei, et al.
Publicado: (2024)

Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification
por: Alharbi, Fadi, et al.
Publicado: (2024)

BioNeuralNet: A Graph Neural Network based Multi-Omics Network Data Analysis Tool
por: Ramos, Vicente, et al.
Publicado: (2025)

MOTGNN: Interpretable Graph Neural Networks for Multi-Omics Disease Classification
por: Yang, Tiantian, et al.
Publicado: (2025)

Explainable AI Methods for Multi-Omics Analysis: A Survey
por: Hussein, Ahmad, et al.
Publicado: (2024)

Multimodal 3D Genome Pre-training
por: Yang, Minghao, et al.
Publicado: (2025)

FGBERT: Function-Driven Pre-trained Gene Language Model for Metagenomics
por: Duan, ChenRui, et al.
Publicado: (2024)

Advancing Digital Precision Medicine for Chronic Fatigue Syndrome through Longitudinal Large-Scale Multi-Modal Biological Omics Modeling with Machine Learning and Artificial Intelligence
por: Xiong, Ruoyun
Publicado: (2025)

GenoCraft: A Comprehensive, User-Friendly Web-Based Platform for High-Throughput Omics Data Analysis and Visualization
por: Lu, Yingzhou, et al.
Publicado: (2023)

Detecting Batch Heterogeneity via Likelihood Clustering
por: Talbot, Austin, et al.
Publicado: (2026)

Life-Code: Central Dogma Modeling with Multi-Omics Sequence Unification
por: Liu, Zicheng, et al.
Publicado: (2025)

Multi-Dimensional Spectral Geometry of Biological Knowledge in Single-Cell Transformer Representations
por: Kendiukhov, Ihor
Publicado: (2026)

PlantBiMoE: A Bidirectional Foundation Model with SparseMoE for Plant Genomes
por: Lin, Kepeng, et al.
Publicado: (2025)

Multi-Omic and Quantum Machine Learning Integration for Lung Subtypes Classification
por: Saggi, Mandeep Kaur, et al.
Publicado: (2024)

An Autoencoder and Generative Adversarial Networks Approach for Multi-Omics Data Imbalanced Class Handling and Classification
por: Al-Hurani, Ibrahim, et al.
Publicado: (2024)

MetagenBERT: a Transformer-based Architecture using Foundational genomic Large Language Models for novel Metagenome Representation
por: Roy, Gaspar, et al.
Publicado: (2026)

Open World Knowledge Aided Single-Cell Foundation Model with Robust Cross-Modal Cell-Language Pre-training
por: Wang, Haoran, et al.
Publicado: (2026)

Integrate Any Omics: Towards genome-wide data integration for patient stratification
por: Ma, Shihao, et al.
Publicado: (2024)

Optimizing Prognostic Biomarker Discovery in Pancreatic Cancer Through Hybrid Ensemble Feature Selection and Multi-Omics Data
por: Zobolas, John, et al.
Publicado: (2025)

annbatch unlocks terabyte-scale training of biological data in anndata
por: Gold, Ilan, et al.
Publicado: (2026)

CodonMoE: DNA Language Models for mRNA Analyses
por: Du, Shiyi, et al.
Publicado: (2025)

MoRE: Multi-Modal Contrastive Pre-training with Transformers on X-Rays, ECGs, and Diagnostic Report
por: Thapa, Samrajya, et al.
Publicado: (2024)

scMamba: A Pre-Trained Model for Single-Nucleus RNA Sequencing Analysis in Neurodegenerative Disorders
por: Oh, Gyutaek, et al.
Publicado: (2025)

FASTR: Reimagining FASTQ via Compact Image-inspired Representation
por: Tkachenko, Adrian, et al.
Publicado: (2026)

SGC: A semi-supervised pipeline for gene clustering using self-training approach in gene co-expression networks
por: Aghaieabiane, Niloofar, et al.
Publicado: (2022)

A Multi-Domain Multi-Task Approach for Feature Selection from Bulk RNA Datasets
por: Salta, Karim, et al.
Publicado: (2024)

GV-Rep: A Large-Scale Dataset for Genetic Variant Representation Learning
por: Li, Zehui, et al.
Publicado: (2024)

Beyond Independent Genes: Learning Module-Inductive Representations for Gene Perturbation Prediction
por: Ruan, Jiafa, et al.
Publicado: (2026)

engGNN: A Dual-Graph Neural Network for Omics-Based Disease Classification and Feature Selection
por: Yang, Tiantian, et al.
Publicado: (2026)

Neural Population Decoding and Imbalanced Multi-Omic Datasets For Cancer Subtype Diagnosis
por: Kent, Charles Theodore, et al.
Publicado: (2024)

SUICA: Learning Super-high Dimensional Sparse Implicit Neural Representations for Spatial Transcriptomics
por: Zhu, Qingtian, et al.
Publicado: (2024)

SNPgen: Phenotype-Supervised Genotype Representation and Synthetic Data Generation via Latent Diffusion
por: Lampis, Andrea, et al.
Publicado: (2026)

Scaling Laws for Masked-Reconstruction Transformers on Single-Cell Transcriptomics
por: Kendiukhov, Ihor
Publicado: (2026)

Brain-wide interpolation and conditioning of gene expression in the human brain using Implicit Neural Representations
por: Yu, Xizheng, et al.
Publicado: (2025)

Graph Neural Networks as a Substitute for Transformers in Single-Cell Transcriptomics
por: Qi, Jiaxin, et al.
Publicado: (2025)

Central Dogma Transformer: Towards Mechanism-Oriented AI for Cellular Understanding
por: Ota, Nobuyuki
Publicado: (2026)

Whole Genome Transformer for Gene Interaction Effects in Microbiome Habitat Specificity
por: Li, Zhufeng, et al.
Publicado: (2024)

White-Box Diffusion Transformer for single-cell RNA-seq generation
por: Cui, Zhuorui, et al.
Publicado: (2024)

OmicsCL: Unsupervised Contrastive Learning for Cancer Subtype Discovery and Survival Stratification
por: Karagoz, Atahan
Publicado: (2025)