Image de couverture de livre

BiTro: Bidirectional Transfer Learning Enhances Bulk and Spatial Transcriptomics Prediction in Cancer Pathological Images

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Yu, Jingkun, Shang, Guangkai, Li, Changtao, Gong, Xun, Li, Tianrui, He, Yazhou, Luo, Zhipeng
Format:	Preprint
Publié:	2026
Sujets:	Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Tackling Small Sample Survival Analysis via Transfer Learning: A Study of Colorectal Cancer Prognosis
par: Zhao, Yonghao, et autres
Publié: (2025)

Towards Unified Molecule-Enhanced Pathology Image Representation Learning via Integrating Spatial Transcriptomics
par: Han, Minghao, et autres
Publié: (2024)

M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images
par: Wang, Hongyi, et autres
Publié: (2024)

Towards Spatial Transcriptomics-guided Pathological Image Recognition with Batch-Agnostic Encoder
par: Nishimura, Kazuya, et autres
Publié: (2025)

Learning Relative Gene Expression Trends from Pathology Images in Spatial Transcriptomics
par: Nishimura, Kazuya, et autres
Publié: (2025)

Imaging-anchored Multiomics in Cardiovascular Disease: Integrating Cardiac Imaging, Bulk, Single-cell, and Spatial Transcriptomics
par: Le, Minh H. N., et autres
Publié: (2026)

Towards Spatial Transcriptomics-driven Pathology Foundation Models
par: Hemker, Konstantin, et autres
Publié: (2026)

Integrating Pathology Foundation Models and Spatial Transcriptomics for Cellular Decomposition from Histology Images
par: Sun, Yutong, et autres
Publié: (2025)

Adversarial Transfer Learning‐Based Hybrid Recurrent Network for Air Quality Prediction
par: Yanqi Hao, et autres
Publié: (2025)

SENCA-st: Integrating Spatial Transcriptomics and Histopathology with Cross Attention Shared Encoder for Region Identification in Cancer Pathology
par: Liyanaarachchi, Shanaka, et autres
Publié: (2025)

HyperST: Hierarchical Hyperbolic Learning for Spatial Transcriptomics Prediction
par: Zhang, Chen, et autres
Publié: (2025)

Continual Learning for Smart City: A Survey
par: Yang, Li, et autres
Publié: (2024)

A Survey of Route Recommendations: Methods, Applications, and Opportunities
par: Zhang, Shiming, et autres
Publié: (2024)

Spatial and Single‐Cell Transcriptomics Unraveled Spatial Evolution of Papillary Thyroid Cancer
par: Guangzhe Zheng, et autres
Publié: (2024)

SpaRED benchmark: Enhancing Gene Expression Prediction from Histology Images with Spatial Transcriptomics Completion
par: Mejia, Gabriel, et autres
Publié: (2024)

MINT: Molecularly Informed Training with Spatial Transcriptomics Supervision for Pathology Foundation Models
par: Lee, Minsoo, et autres
Publié: (2026)

A Compute-Matched Re-Evaluation of TroVE on MATH
par: Sesterhenn, Tobias, et autres
Publié: (2025)

TroL: Traversal of Layers for Large Language and Vision Models
par: Lee, Byung-Kwan, et autres
Publié: (2024)

Caminando lo inimaginado TeaTro girasol (1993-2013)
par: Juan Carlos Calderón
Publié: (2013)

Spatial Robustness of Prostate Cancer Biomarkers Evaluated by Spatial Transcriptomics
par: Kristofer G. Taylor, et autres
Publié: (2026)

Deformations and Einstein metrics I
par: Yu, Changtao
Publié: (2025)

PathoHR: Breast Cancer Survival Prediction on High-Resolution Pathological Images
par: Luo, Yang, et autres
Publié: (2025)

Spatial Transcriptomics Analysis of Zero-shot Gene Expression Prediction
par: Yang, Yan, et autres
Publié: (2024)

BiFM: Bidirectional Flow Matching for Few-Step Image Editing and Generation
par: Dai, Yasong, et autres
Publié: (2026)

Applications and Prospects of Single‐Cell RNA Sequencing and Spatial Transcriptomics in Cervical Cancer
par: Yifu Wang, et autres
Publié: (2025)

Multi-modal Spatial Clustering for Spatial Transcriptomics Utilizing High-resolution Histology Images
par: Li, Bingjun, et autres
Publié: (2024)

BiRQA: Bidirectional Robust Quality Assessment for Images
par: Gushchin, Aleksandr, et autres
Publié: (2026)

Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding
par: Luo, Chuwei, et autres
Publié: (2022)

TroVE: Inducing Verifiable and Efficient Toolboxes for Solving Programmatic Tasks
par: Wang, Zhiruo, et autres
Publié: (2024)

$MV_{Hybrid}$: Improving Spatial Transcriptomics Prediction with Hybrid State Space-Vision Transformer Backbone in Pathology Vision Foundation Models
par: Cho, Won June, et autres
Publié: (2025)

BiPC: Bidirectional Probability Calibration for Unsupervised Domain Adaption
par: Zhou, Wenlve, et autres
Publié: (2024)

KG-BiLM: Knowledge Graph Embedding via Bidirectional Language Models
par: Chen, Zirui, et autres
Publié: (2025)

Spatially Resolved Transcriptomics: Revealing Tumor Microenvironment Heterogeneity to Advance Cancer Immunotherapy
par: Dan Liu, et autres
Publié: (2025)

A Multimodal Foundation Model of Spatial Transcriptomics and Histology for Biological Discovery and Clinical Prediction
par: Xiang, Jinxi, et autres
Publié: (2026)

Spatial and Single‐Cell Transcriptomics Reveals the Regional Division of the Spatial Structure of MASH Fibrosis
par: Jin‐zhong Li, et autres
Publié: (2024)

Unraveling Tissue Complexity Through Single‐Cell and Spatial Transcriptomics
par: Shiquan Sun, et autres
Publié: (2025)

Improving Spatial Transcriptomics with Membrane‐Based Boundary Definition and Enhanced Single‐Cell Resolution
par: Li Song, et autres
Publié: (2025)

The Mechanism of Gut Microbiota in Breast Cancer Based on the Bulk Transcriptome, Mendelian Randomization Analysis and Single Cell RNA Sequencing
par: Tianyu Luo, et autres
Publié: (2026)

Spatial Transcriptomics as Images for Large-Scale Pretraining
par: Zhu, Yishun, et autres
Publié: (2026)

A Retina‐Inspired Organic Iono‐Optoelectronic Synapse
par: Yazhou Wang, et autres
Publié: (2025)