标题
Integrating spatial gene expression and breast tumour morphology via deep learning
作者
关键词
-
出版物
Nature Biomedical Engineering
Volume 4, Issue 8, Pages 827-834
出版商
Springer Science and Business Media LLC
发表日期
2020-06-23
DOI
10.1038/s41551-020-0578-x
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Transcriptome-scale super-resolved imaging in tissues by RNA seqFISH+
- (2019) Chee-Huat Linus Eng et al. NATURE
- Modeling Spatial Correlation of Transcripts with Application to Developing Pancreas
- (2019) Ruishan Liu et al. Scientific Reports
- 1399 H&E-stained sentinel lymph node sections of breast cancer patients: the CAMELYON dataset
- (2018) Geert Litjens et al. GigaScience
- Deep Convolutional Neural Networks Enable Discrimination of Heterogeneous Digital Pathology Images
- (2018) Pegah Khosravi et al. EBioMedicine
- Clinically applicable deep learning for diagnosis and referral in retinal disease
- (2018) Jeffrey De Fauw et al. NATURE MEDICINE
- Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning
- (2018) Nicolas Coudray et al. NATURE MEDICINE
- Barcoded solid-phase RNA capture for Spatial Transcriptomics profiling in mammalian tissue sections
- (2018) Fredrik Salmén et al. Nature Protocols
- Dermatologist-level classification of skin cancer with deep neural networks
- (2017) Andre Esteva et al. NATURE
- Sparse PCA corrects for cell type heterogeneity in epigenome-wide association studies
- (2016) Elior Rahmani et al. NATURE METHODS
- Visualization and analysis of gene expression in tissue sections by spatial transcriptomics
- (2016) P. L. Stahl et al. SCIENCE
- Predicting non-small cell lung cancer prognosis by fully automated microscopic pathology image features
- (2016) Kun-Hsing Yu et al. Nature Communications
- ImageNet Large Scale Visual Recognition Challenge
- (2015) Olga Russakovsky et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Spatially resolved, highly multiplexed RNA profiling in single cells
- (2015) K. H. Chen et al. SCIENCE
- Highly Multiplexed Subcellular RNA Sequencing in Situ
- (2014) J. H. Lee et al. SCIENCE
- Biglycan is a specific marker and an autocrine angiogenic factor of tumour endothelial cells
- (2012) K Yamamoto et al. BRITISH JOURNAL OF CANCER
- Identification of Genomic Targets of Transcription Factor Aebp1 and its role in Survival of Glioma Cells
- (2012) J. Ladha et al. MOLECULAR CANCER RESEARCH
- Comprehensive molecular portraits of human breast tumours
- (2012) Daniel C. Koboldt et al. NATURE
- Intratumor Heterogeneity and Branched Evolution Revealed by Multiregion Sequencing
- (2012) Marco Gerlinger et al. NEW ENGLAND JOURNAL OF MEDICINE
- Improved structure, function and compatibility for CellProfiler: modular high-throughput image analysis software
- (2011) Lee Kamentsky et al. BIOINFORMATICS
- Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources
- (2009) Da Wei Huang et al. Nature Protocols
- Macrophage-Derived SPARC Bridges Tumor Cell-Extracellular Matrix Interactions toward Metastasis
- (2008) Sabina Sangaletti et al. CANCER RESEARCH
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