default author photo

Henry C. Woodruff

Maastricht University - GROW School for Oncology and Reproduction

SCHOLARLY PAPERS

4

DOWNLOADS

154

TOTAL CITATIONS

0

Scholarly Papers (4)

Actions:
Email selected abstracts
1.

Predicting Homologous Recombination Deficiency and Treatment Responses Using a Computed Tomography-Based Foundation Model: A Preclinical Study

Number of pages: 47 Posted: 07 Aug 2025
Sheng Kuang, Lesley Schuitmaker, Min Wu, Zohaib Salahuddin, Alexander van der Wiel, Jella van de Laak, Natasja Lieuwes, Rianne Biemans, Jennifer Jung, Ala Yaromin, Ludwig Dubois, Henry C. Woodruff and P. Lambin
Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, University of Oxford - Wellcome Centre for Integrative Neuroimaging, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction and Maastricht University - GROW School for Oncology and Reproduction
Downloads 77 (837,727)

Abstract:

Loading...

Homologous Recombination Deficiency, Foundation Model, Computed Tomography

2.

Automated Detection and Delineation of Lymph Nodes in Haematoxylin & Eosin Stained Digitized Slides

Number of pages: 20 Posted: 23 Sep 2022
Manon Beuque, Derek R. Magee, Avishek Chatterjee, Henry C. Woodruff, Ruth E. Langley, William Allum, Matthew Nankivell, David Cunningham, P. Lambin and Heike I. Grabsch
Maastricht University - GROW School for Oncology and Reproduction, University of Leeds - School of Computing, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, University College London - MRC Clinical Trials Unit, Royal Marsden NHS Foundation Trust, University College London - MRC Clinical Trials Unit, Royal Marsden NHS Foundation Trust, Maastricht University - GROW School for Oncology and Reproduction and Maastricht University - GROW School for Oncology and Reproduction
Downloads 45 (1,121,190)

Abstract:

Loading...

esophageal cancer, Deep learning, autodelineation, explainability, digital pathology, lymph nodes

3.

The clinical relevance of regional lymph node microarchitecture in oesophageal cancer patients – results from the UK MRC OE02 trial

Number of pages: 21 Posted: 28 Apr 2026
Maximilian Kloft, Elzbieta Budginaite, Henry C. Woodruff, Gayatri Raghuram, Michiel Henkens, Derek R. Magee, Thorsten Goetze, Salah-Eddin Al-Batran, Matthew Nankivell, William Allum, Ruth E. Langley, David Cunningham and Heike I. Grabsch
affiliation not provided to SSRN, affiliation not provided to SSRN, Maastricht University - GROW School for Oncology and Reproduction, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Leeds - School of Computing, Institut für Klinisch-Onkologische Forschung Krankenhaus Nordwest Frankfurt/Main, affiliation not provided to SSRN, University College London - MRC Clinical Trials Unit, Royal Marsden NHS Foundation Trust, University College London - MRC Clinical Trials Unit, Royal Marsden NHS Foundation Trust and Maastricht University - GROW School for Oncology and Reproduction
Downloads 25 (1,436,435)

Abstract:

Loading...

oesophageal cancer, lymph nodes, prognostic factor, microarchitecture, immune system, survival

4.

­Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study

Number of pages: 21 Posted: 09 Feb 2026
Zohaib Salahuddin, Sheng Kuang, Abdalla Ibrahim, Yousif Widaatalla, Razvan L. Miclea, Oliver Morin, Spencer C. Behr, Marnix P.M. Kop, Tom Marcelissen, Patricia Zondervan, Auke Jager, P. Lambin and Henry C. Woodruff
Maastricht University - GROW School for Oncology and Reproduction, Maastricht University, Memorial Sloan Kettering Cancer Center, Maastricht University, affiliation not provided to SSRN, affiliation not provided to SSRN, University of California, San Francisco (UCSF), affiliation not provided to SSRN, Maastricht University, affiliation not provided to SSRN, affiliation not provided to SSRN, Maastricht University - GROW School for Oncology and Reproduction and Maastricht University - GROW School for Oncology and Reproduction
Downloads 7 (1,571,455)

Abstract:

Loading...

Explainable artificial intelligence (XAI), Counterfactual Explanations, Variational Autoencoder Generative Adversarial Network (VAE-GAN), Uncertainty estimation, Segmentation quality control, Radiomics