Personalized risk stratification in colorectal cancer via PIANOS system
Abstract Current prognostic biomarkers for colorectal cancer (CRC) lack stability and generalizability across different cohorts and platforms, challenging precise patient stratification. Here, we introduce a Platform Independent and Normalization Free Single-sample Classifier (PIANOS), designed to r...
Saved in:
| Main Authors: | Du Cai, Haoning Qi, Qiuxia Yang, Huayu Li, Chenghang Li, Chuling Hu, Baowen Gai, Xu Zhang, Yize Mao, Feng Gao, Xiaojian Wu |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-07-01
|
| Series: | Nature Communications |
| Online Access: | https://doi.org/10.1038/s41467-025-61713-1 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Plasma proteomic and polygenic profiling improve risk stratification and personalized screening for colorectal cancer
by: Jing Sun, et al.
Published: (2024-10-01) -
The Application of the Gestalt Theory in Music Psychotherapy for Piano
by: Fukun Cai
Published: (2022-01-01) -
THE GENESIS OF THE PIANO TRIO
by: Marta CÎRLEJAN
Published: (2012-06-01) -
Considerations on Muammer Sun’s “Three Pieces for Violin and Piano” in Terms of Piano Performance Practice
by: Elif Önal, et al.
Published: (2024-12-01) -
Interpretable Multimodal Fusion Model for Bridged Histology and Genomics Survival Prediction in Pan‐Cancer
by: Feng Gao, et al.
Published: (2025-05-01)