Computer Vision and Pattern Recognition · Computer Science
SpaRED benchmark: Enhancing Gene Expression Prediction from Histology Images with Spatial Transcriptomics Completion
Gabriel Mejia, Daniela Ruiz, Paula Cárdenas, Leonardo Manrique +2
2024-09-30
Genomics · Quantitative Biology
A Large-Scale Benchmark of Cross-Modal Learning for Histology and Gene Expression in Spatial Transcriptomics
Rushin H. Gindra, Giovanni Palla, Mathias Nguyen, Sophia J. Wagner +5
2025-08-28
Machine Learning · Computer Science
Integrated Transcriptomic-proteomic Biomarker Identification for Radiation Response Prediction in Non-small Cell Lung Cancer Cell Lines
Yajun Yu, Guoping Xu, Steve Jiang, Robert Timmerman +3
2025-12-01
Computer Vision and Pattern Recognition · Computer Science
SENCA-st: Integrating Spatial Transcriptomics and Histopathology with Cross Attention Shared Encoder for Region Identification in Cancer Pathology
Shanaka Liyanaarachchi, Chathurya Wijethunga, Shihab Aaqil Ahamed, Akthas Absar +1
2025-11-13
Computer Vision and Pattern Recognition · Computer Science
Completing Spatial Transcriptomics Data for Gene Expression Prediction Benchmarking
Daniela Ruiz, Paula Cárdenas, Leonardo Manrique, Daniela Vega +2
2025-09-05
Computer Vision and Pattern Recognition · Computer Science
Spatial Transcriptomics Expression Prediction from Histopathology Based on Cross-Modal Mask Reconstruction and Contrastive Learning
Junzhuo Liu, Markus Eckstein, Zhixiang Wang, Friedrich Feuerhake +1
2025-06-11
Genomics · Quantitative Biology
Whole Exome Sequencing to Estimate Alloreactivity Potential Between Donors and Recipients in Stem Cell Transplantation
Juliana K. Sampson, Nihar U. Sheth, Vishal N. Koparde, Allison F. Scalora +9
2014-01-16
Computational Engineering, Finance, and Science · Computer Science
HD-Prot: A Protein Language Model for Joint Sequence-Structure Modeling with Continuous Structure Tokens
Yi Zhou, Haohao Qu, Yunqing Liu, Shanru Lin +2
2026-05-29
Image and Video Processing · Electrical Eng. & Systems
RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency
Wentao Huang, Meilong Xu, Xiaoling Hu, Shahira Abousamra +8
2025-03-25
Computer Vision and Pattern Recognition · Computer Science
SCR2-ST: Combine Single Cell with Spatial Transcriptomics for Efficient Active Sampling via Reinforcement Learning
Junchao Zhu, Ruining Deng, Junlin Guo, Tianyuan Yao +12
2026-02-03
Subcellular Processes · Quantitative Biology
Spatial clustering and common regulatory elements correlate with coordinated gene expression
Jingyu Zhang, Hengyu Chen, Ruoyan Li, David A. Taft +3
2019-06-19
Genomics · Quantitative Biology
Transcriptomic Models for Immunotherapy Response Prediction Show Limited Cross-cohort Generalisability
Yuheng Liang, Lucy Chhuo, Ahmadreza Argha, Nona Farbehi +7
2026-04-17
Image and Video Processing · Electrical Eng. & Systems
Multi-modal Spatial Clustering for Spatial Transcriptomics Utilizing High-resolution Histology Images
Bingjun Li, Mostafa Karami, Masum Shah Junayed, Sheida Nabavi
2024-11-06
Genomics · Quantitative Biology
High-resolution transcriptome analysis with long-read RNA sequencing
Hyunghoon Cho, Joe Davis, Xin Li, Kevin S. Smith +2
2015-06-19
Machine Learning · Computer Science
Latent Space Inference For Spatial Transcriptomics
J. Ding, S. N. Zaman, P. Y. Chen, D. Wang
2023-11-02
Machine Learning · Computer Science
ProtSent: Protein Sentence Transformers
Dan Ofer, Oriel Perets, Michal Linial, Nadav Rappoport
2026-05-11
Machine Learning · Computer Science
A joint model of unpaired data from scRNA-seq and spatial transcriptomics for imputing missing gene expression measurements
Romain Lopez, Achille Nazaret, Maxime Langevin, Jules Samaran +3
2019-05-08
Artificial Intelligence · Computer Science
A Multimodal Foundation Model of Spatial Transcriptomics and Histology for Biological Discovery and Clinical Prediction
Jinxi Xiang, Siyu Hou, Yuchen Li, Ryan Quinton +16
2026-04-07
Genomics · Quantitative Biology
HR-VILAGE-3K3M: A Human Respiratory Viral Immunization Longitudinal Gene Expression Dataset for Systems Immunity
Xuejun Sun, Yiran Song, Xiaochen Zhou, Ruilie Cai +13
2025-05-22
Computer Vision and Pattern Recognition · Computer Science
CHRep: Cross-modal Histology Representation and Post-hoc Calibration for Spatial Gene Expression Prediction
Changfan Wang, Xinran Wang, Donghai Liu, Fei Su +3
2026-04-24
Quantitative Methods · Quantitative Biology
Adapting Differential Molecular Representation with Hierarchical Prompts for Multi-label Property Prediction
Linjia Kang, Songhua Zhou, Shuyan Fang, Shichao Liu
2024-08-13