Imagen de Portada

Deep Learning and Explainable AI: New Pathways to Genetic Insights

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Wang, Chenyu, Zuo, Chaoying, Su, Zihan, Xing, Yuhang, Li, Lu, Wang, Maojun, Zhang, Zeyu
Formato:	Preprint
Publicado:	2025
Materias:	Genomics
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

DeepPlantCRE: A Transformer-CNN Hybrid Framework for Plant Gene Expression Modeling and Cross-Species Generalization
por: Wu, Yingjun, et al.
Publicado: (2025)

A New Framework for Explainable Rare Cell Identification in Single-Cell Transcriptomics Data
por: Su, Di, et al.
Publicado: (2026)

Growth Hormone Alleviates Atherosclerosis Through Regulating the Activity of PI3K/AKT Pathway: Insights From Single‐Cell Sequence and Mechanism Exploration
por: Jin Cai, et al.
Publicado: (2025)

ORBIT: Learning Gene Program Co-Activation Structure for Cell-Type-Stratified Pathway Rewiring Analysis in Single-Cell Transcriptomics
por: Wang, Yuechen, et al.
Publicado: (2026)

DNAMotifTokenizer: Towards Biologically Informed Tokenization of Genomic Sequences
por: Zhou, Xiaoxiao, et al.
Publicado: (2025)

eDOC: Explainable Decoding Out-of-domain Cell Types with Evidential Learning
por: Wu, Chaochen, et al.
Publicado: (2024)

Genetic Insights Into the Relationship Between Menstrual Factors and Site‐/Age‐Specific Bone Mineral Density
por: Sheng Li, et al.
Publicado: (2025)

Application of Single-cell Deep Learning in Elucidating the Mapping Relationship Between Visceral and Body Surface Inflammatory Patterns
por: Huang, Haixiang, et al.
Publicado: (2025)

Genetic identification and characterization of novel loci for flag leaf morphology traits in Chinese endemic wheat
por: Md Nahibuzzaman Lohani, et al.
Publicado: (2026)

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

Genetic Insights Into Craniosynostosis: Identification of Novel IL11RA Variants in Chinese Pediatric Patients
por: Ziwei Liu, et al.
Publicado: (2025)

LSTM Autoencoder-based Deep Neural Networks for Barley Genotype-to-Phenotype Prediction
por: Wang, Guanjin, et al.
Publicado: (2024)

Population-Specific Genetic and Non-Genetic Influences on Sleep Traits and Health Outcomes
por: Park, Jiheum, et al.
Publicado: (2026)

Integrating Epigenetic and Phenotypic Features for Biological Age Estimation in Cancer Patients via Multimodal Learning
por: Jiang, Shuyue, et al.
Publicado: (2025)

Artificial intelligence enabled smart design and manufacturing of advanced materials: The endless Frontier in AI+ era
por: William Yi Wang, et al.
Publicado: (2024)

An AI-powered Knowledge Hub for Potato Functional Genomics
por: Yuxin, Jia, et al.
Publicado: (2025)

Allium Vegetables Intake and Digestive System Cancer Risk: A Study Based on Mendelian Randomization, Network Pharmacology and Molecular Docking
por: Li, Shuhao, et al.
Publicado: (2024)

Explainable AI in Genomics: Transcription Factor Binding Site Prediction with Mixture of Experts
por: Tripathi, Aakash, et al.
Publicado: (2025)

Ancient DNA from 120-Million-Year-Old Lycoptera Fossils Reveals Evolutionary Insights
por: Zhao, Wan-Qian, et al.
Publicado: (2024)

FENDRR Affects COAD Biological Behavior by Inhibiting the DUSP4/CREB/PRKACB Pathway
por: Hao Zhang, et al.
Publicado: (2025)

Deep Learning in Proteomics Informatics: Applications, Challenges, and Future Directions
por: Luo, Yindan, et al.
Publicado: (2024)

scUnified: An AI-Ready Standardized Resource for Single-Cell RNA Sequencing Analysis
por: Xu, Ping, et al.
Publicado: (2025)

A chromosome-level genome assembly of the East Asian fourfinger threadfin, Eleutheronema rhadinum (Jordan & Evermann, 1902).
por: Lu, Jingheng, et al.
Publicado: (2025)

Genetic Features for Drug Responses in Cancer -- Investigating an Ensemble-Feature-Selection Approach
por: Schlüter, Johannes, et al.
Publicado: (2025)

Dy-mer: An Explainable DNA Sequence Representation Scheme using Dictionary Learning
por: Peng, Zhiyuan, et al.
Publicado: (2024)

Identification and characterization of a novel QTL for barley yellow mosaic disease resistance from bulbous barley
por: Yi Hong, et al.
Publicado: (2025)

Genetic analysis of predicted vegetative biomass and biomass‐related traits from digital phenotyping of strawberry
por: Cheryl Dalid, et al.
Publicado: (2025)

A Dynamic‐Weighted Deep Transfer Learning Framework for Thermal Conductivity Prediction and Analysis
por: Zhenzhao Zhang, et al.
Publicado: (2026)

Nephrobase Cell+: Multimodal Single-Cell Foundation Model for Decoding Kidney Biology
por: Li, Chenyu, et al.
Publicado: (2025)

Imaging Exploration of Molecular Subtypes in Tongue Squamous Cell Carcinoma
por: Pan, Hao, et al.
Publicado: (2026)

Genetic diversity of barley accessions and their response under abiotic stresses using different approaches
por: Lateef, Djshwar Dhahir, et al.
Publicado: (2024)

WebCVTree4: A Newly Designed Phylogenetic and Taxonomic Study Platform for Prokaryotes Using Composition Vectors and Whole Genomes
por: Zuo, Guanghong
Publicado: (2026)

Optimizing Sample Size for Supervised Machine Learning with Bulk Transcriptomic Sequencing: A Learning Curve Approach
por: Qi, Yunhui, et al.
Publicado: (2024)

Genetic diagnosis of Alport syndrome in 16 Chinese families
por: Tangli Xiao, et al.
Publicado: (2024)

IER3 Promotes Malignant Progression of Colorectal Cancer Through the NF‐ κ B Pathway
por: Zhigang Wei, et al.
Publicado: (2026)

Insights, opportunities and challenges provided by large cell atlases
por: Hemberg, Martin, et al.
Publicado: (2024)

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

Deep Learning-based Feature Discovery for Decoding Phenotypic Plasticity in Pediatric High-Grade Gliomas Single-Cell Transcriptomics
por: Uthamacumaran, Abicumaran
Publicado: (2025)

Discovery Potential Hub Genes and Pathways in Keloid Fibroblast Development Based on Bioinformatics Analysis
por: Boao Zhao, et al.
Publicado: (2025)

Genetic control of wheat flour end‐use quality and rheology by genome‐wide association studies
por: Juan Menor de Gaspar, et al.
Publicado: (2026)