François Radvanyi

STAG2 cohesin cooperates with DREAM to maintain quiescence and suppress tumourigenesis in the urothelium

This study shows that STAG2 cohesin works with DREAM to maintain quiescence and prevent tumor formation in urothelial cells by regulating chromatin structure and cell cycle control.

A divide-and-conquer approach based on deep learning for long RNA secondary structure prediction: focus on pseudoknots identification

This paper introduces DivideFold, a deep learning method for predicting RNA secondary structures including pseudoknots in long sequences, showing improved performance over existing methods.

Comparison and benchmark of deep learning methods for non-coding RNA classification

This paper benchmarks deep learning methods for non-coding RNA classification, comparing their performance, robustness, and efficiency across datasets.

Stabilized Independent Component Analysis outperforms other methods in finding reproducible signals in tumoral transcriptomes

The paper introduces a stabilized ICA method that improves reproducibility and interpretability of transcriptomic signals across cancer datasets, and applies it to colorectal cancer.