Research graph
References from Integrated CT Foundation Model and Radiomic Features Define Clinically and Biologically Distinct Colorectal Cancer Subtypes. Local targets link to admitted publications; unresolved targets remain external evidence.
10.3322/caac.21660
10.3322/caac.21660 · External reference
10.3322/caac.21763
10.3322/caac.21763 · External reference
10.1038/nrclinonc.2016.171
10.1038/nrclinonc.2016.171 · External reference
10.1038/nm.3967
10.1038/nm.3967 · External reference
Gene expression classification of colon cancer into molecular subtypes: Characterization, validation, and prognostic value
10.1371/journal.pmed.1001453 · 2013 · External reference
Single-cell and bulk transcriptome sequencing identifies two epithelial tumor cell states and refines the consensus molecular classification of colorectal cancer
10.1038/s41588-022-01100-4 · 2022 · External reference
Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
10.1038/ncomms5006 · 2014 · External reference
10.1148/radiol.2015151169
10.1148/radiol.2015151169 · External reference
10.1038/nrclinonc.2017.141
10.1038/nrclinonc.2017.141 · External reference
Computational radiomics system to decode the radiographic phenotype
10.1158/0008-5472.can-17-0339 · 2017 · External reference
The Image Biomarker Standardization Initiative: Standardized quantitative radiomics for high-throughput image-based phenotyping
10.1148/radiol.2020191145 · 2020 · External reference
Personalized risk stratification in colorectal cancer via PIANOS system
10.1038/s41467-025-61713-1 · 2025 · External reference
CRCFound: A colorectal cancer CT image foundation model based on self-supervised learning
10.1002/advs.202407339 · 2025 · External reference
MUC16 mutations improve patients’ prognosis by enhancing the infiltration and antitumor immunity of cytotoxic T lymphocytes in the endometrial cancer microenvironment
10.1080/2162402x.2018.1487914 · 2018 · External reference
10.34133/research.0549
10.34133/research.0549 · External reference
Bioinformatic analysis of immune significance of RYR2 mutation in breast cancer
10.1155/2021/8072796 · 2021 · External reference
Association of LRP1B mutation with tumor mutation burden and outcomes in melanoma and non-small cell lung cancer patients treated with immune check-point blockades
10.3389/fimmu.2019.01113 · 2019 · External reference
FBXW7: A critical tumor suppressor of human cancers
10.1186/s12943-018-0857-2 · 2018 · External reference
10.1016/j.suronc.2012.08.003
10.1016/j.suronc.2012.08.003 · External reference
EMT is the dominant program in human colon cancer
10.1186/1755-8794-4-9 · 2011 · External reference
10.1016/j.cell.2021.08.003
10.1016/j.cell.2021.08.003 · External reference
10.1002/path.4287
10.1002/path.4287 · External reference
10.1038/s41575-019-0126-x
10.1038/s41575-019-0126-x · External reference
Ki-67 and CEA expression as prognostic markers in Dukes’ C colorectal cancer
10.1016/j.canlet.2003.10.032 · 2004 · External reference
10.1038/nature11005
10.1038/nature11005 · External reference
10.1016/j.cell.2016.06.017
10.1016/j.cell.2016.06.017 · External reference
10.1038/nature11003
10.1038/nature11003 · External reference
oncoPredict: An R package for predicting in vivo or cancer patient drug response and biomarkers from cell line screening data
10.1093/bib/bbab260 · 2021 · External reference
10.1038/s41568-018-0016-5
10.1038/s41568-018-0016-5 · External reference
Combining nuclear medicine with other modalities: Future prospect for multimodality imaging
10.1177/15353508241245265 · 2024 · External reference
10.34133/research.0937
10.34133/research.0937 · External reference
TRIPOD+AI statement: Updated guidance for reporting clinical prediction models that use regression or machine learning methods
10.1136/bmj-2023-078378 · 2024 · External reference
Rectal cancer, version 2.2018, NCCN Clinical Practice Guidelines in Oncology
10.6004/jnccn.2018.0061 · 2018 · External reference
Rectal cancer: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up
10.1093/annonc/mdx224 · 2017 · External reference
Pathological response following long-course neoadjuvant chemoradiotherapy for locally advanced rectal cancer
10.1111/j.1365-2559.2005.02176.x · 2005 · External reference
The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies
10.1371/journal.pmed.0040296 · 2007 · External reference
10.1101/gr.239244.118
10.1101/gr.239244.118 · External reference
limma powers differential expression analyses for RNA-sequencing and microarray studies
10.1093/nar/gkv007 · 2015 · External reference
10.1016/j.cels.2015.12.004
10.1016/j.cels.2015.12.004 · External reference
clusterProfiler 4.0: A universal enrichment tool for interpreting omics data
2021 · External reference
