Dan J. Woodcock

According to our database, Dan J. Woodcock authored at least 6 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

VAE-MS: An Asymmetric Variational Autoencoder for Mutational Signature Extraction.

Ida Egendal, Rasmus Froberg Brøndum, Dan J. Woodcock, Christopher Yau, Martin Bøgsted

CoRR, February, 2026

2025

Histology-informed tiling of whole tissue sections improves the interpretability and predictability of cancer relapse and genetic alterations.

Willem Bonnaffé, Yang Hu, Andrea Chatrian, Mengran Fan, Stefano Malacrino, Sandy Figiel, CRUK ICGC Prostate Group, Srinivasa R. Rao, Richard Colling, Richard J. Bryant, Freddie C. Hamdy, Dan J. Woodcock, Ian Mills, Clare Verrill, Jens Rittscher

CoRR, November, 2025

Self-interactive learning: Fusion and evolution of multi-scale histomorphology features for molecular traits prediction in computational pathology.

Yang Hu, Korsuk Sirinukunwattana, Bin Li, Kezia Gaitskell, Enric Domingo, Willem Bonnaffé, Marta Wojciechowska, Ruby Wood, Nasullah Khalid Alham, Stefano Malacrino, Dan J. Woodcock, Clare Verrill, Ahmed Ahmed, Jens Rittscher

Medical Image Anal., 2025

2023

Beyond attention: deriving biologically interpretable insights from weakly-supervised multiple-instance learning models.

Willem Bonnaffé, CRUK ICGC Prostate Group, Freddie Hamdy, Yang Hu, Ian Mills, Jens Rittscher, Clare Verrill, Dan J. Woodcock

CoRR, 2023

2020

Multiplexing information flow through dynamic signalling systems.

Giorgos Minas, Dan J. Woodcock, Louise Ashall, Claire V. Harper, Michael R. H. White, David A. Rand

PLoS Comput. Biol., 2020

2013

A hierarchical model of transcriptional dynamics allows robust estimation of transcription rates in populations of single cells with variable gene copy number.

Dan J. Woodcock, Keith W. Vance, Michal Komorowski, Georgy Koentges, Bärbel Finkenstädt, David A. Rand

Bioinform., 2013