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H

Henry C. Woodruff

maastricht university

42H-index
181Paper Count
1.1WCitation Count
Published Papers 82
Publication Date
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The clinical relevance of regional lymph node microarchitecture in oesophageal cancer patients – Results from the UK MRC OE02 trial
errEuropean Journal of Cancer
IF7.1
err2026-06-29
err0
errOAAI
errMaximilian Kloft; Elzbieta Budginaite; Henry C. Woodruff; Gayatri Raghuram; Michiel Henkens; Derek R. Magee; Thorsten O. Goetze; Salah-Eddin Al-Batran; Matthew G. Nankivell; David Cunningham; William H. Allum; Ruth E. Langley; Heike I. Grabsch
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Robust multicentre detection and classification of colorectal liver metastases on CT: application of foundation models
errnpj Precision Oncology
IF8
err2026-05-27
err0
errOAAI
errShruti Atul Mali; Zohaib Salahuddin; Yumeng Zhang; Andre Aichert; Xian Zhong; Henry C. Woodruff; Maciej Bobowicz; Katrine Riklund; Juozas Kupčinskas; Lorenzo Faggioni; Roberto Francischello; Razvan L. Miclea; Philippe Lambin
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Combining magnetic resonance imaging and evoked potentials enhances machine learning prediction of multiple sclerosis disability worsening
errFrontiers in Immunology
IF5.9
err2026-04-17
err0
errOAAI
errSA Sofie Aerts †; LW Lorin Werthen-Brabants †; HK Hamza Khan †; DL Diana L. Giraldo; ED Edward De Brouwer; LG Lotte Geys; VP Veronica Popescu; JS Jan Sijbers; HC Henry C. Woodruff; TD Tom Dhaene; DD Dirk Deschrijver; BV Bart Van Wijmeersch; PL Philippe Lambin; LM Liesbet M. Peeters
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Predicting homologous recombination deficiency and treatment responses using a computed tomography-based foundation model: a preclinical study
errnpj Precision Oncology
IF8
err2026-02-10
err0
errOAAI
errSheng Kuang; Lesley Schuitmaker; Min Wu; Zohaib Salahuddin; Alexander van der Wiel; Jella van de Laak; Natasja Lieuwes; Rianne Biemans; Jennifer Jung; Ala Yaromina; Ludwig J. Dubois; Henry C. Woodruff; Philippe Lambin
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A Hybrid Transformer-Graph Model for Multi-Class Lymph Node Segmentation in Histopathology
errMEDICAL IMAGE UNDERSTANDING AND ANALYSIS, MIUA 2025, PT III
IF0
err2026-01-01
err0
PREAI
errBudginaite, Elzbieta; Magee, Derek R.; Kloft, Maximilian; Nankivell, Matthew; Langley, Ruth E.; Cunningham, David; Allum, William H.; Raghuram, Gayatri; Yoshikawa, Takaki; Oshima, Takashi; Woodruff, Henry C.; Grabsch, Heike, I
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Impact of synthetic data on training a deep learning model for lesion detection and classification in contrast-enhanced mammography
errJOURNAL OF MEDICAL IMAGING
IF1.7
err2025-11-30
err1
PREAI
errVan Camp, Astrid; Woodruff, Henry C.; Cockmartin, Lesley; Lobbes, Marc; Majer, Michael; Balleyguier, Corinne; Marshall, Nicholas W.; Bosmans, Hilde; Lambin, Philippe
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Leveraging hand-crafted radiomics on multicenter FLAIR MRI for predicting disability worsening in people with multiple sclerosis
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2025-10-29
err0
errOAAI
errKhan, Hamza; Woodruff, Henry C.; Giraldo, Diana L.; Werthen-Brabants, Lorin; Mali, Shruti Atul; Amirrajab, Sina; De Brouwer, Edward; Popescu, Veronica; Van Wijmeersch, Bart; Gerlach, Oliver; Sijbers, Jan; Peeters, Liesbet M.; Lambin, Philippe
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A Review of Methods for Trustworthy AI in Medical Imaging: The FUTURE-AI Guidelines
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-09-29
err0
errOAAI
errHaridimos Kondylakis; Richard Osuala; Xènia Puig-Bosch; Noussair Lazrak; Oliver Diaz; Kaisar Kushibar; Ioanna Chouvarda; Stefanie Charalambous; Martijn PA Starmans; Sara Colantonio; Nikos Tachos; Smriti Joshi; Henry C Woodruff; Zohaib Salahuddin; Gianna Tsakou; Susanna Aussó; Leonor Cerdá Alberich; Nickolas Papanikolaou; Philippe Lambin; Kostas Marias; Manolis Tsiknakis; Dimitrios I. Fotiadis; Luis Martí-Bonmatí; Karim Lekadir
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errSave
Radiomics Quality Score 2.0: towards radiomics readiness levels and clinical translation for personalized medicine
errNature Reviews Clinical Oncology
IF82.2
err2025-09-03
err0
PREAI
errPhilippe Lambin; Henry C. Woodruff; Shruti Atul Mali; Xian Zhong; Sheng Kuang; Elizaveta Lavrova; Hamza Khan; Karim Lekadir; Alex Zwanenburg; Joseph Deasy; Maciej Bobowicz; Luis Marti-Bonmati; Andrew Maidment; Michel Dumontier; Paul E. Kinahan; J. Martijn Nobel; Sina Amirrajab; Zohaib Salahuddin
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Harmonizing CT scanner acquisition variability in an anthropomorphic phantom: A comparative study of image-level and feature-level harmonization using GAN, ComBat, and their combination
errPLOS ONE
IF2.6
err2025-05-09
err0
errOAAI
errMali, Shruti Atul; Rad, Nastaran Mohammadian; Woodruff, Henry C.; Depeursinge, Adrien; Andrearczyk, Vincent; Lambin, Philippe
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Integrating Clinical Variables, Radiomics, and Tumor-derived Cell-Free DNA for Enhanced Prediction of Resectable Esophageal Adenocarcinoma Outcomes
errINTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
IF6.5
err2025-03-01
err0
errOAAI
errvan den Ende, Tom; Kuijper, Steven C.; Widaatalla, Yousif; Noortman, Wyanne A.; van Velden, Floris H. P.; Woodruff, Henry C.; van der Pol, Ymke; Moldovan, Norbert; Pegtel, D. Michiel; Derks, Sarah; Bijlsma, Maarten F.; Mouliere, Florent; de Geus-Oei, Lioe-Fee; Lambin, Philippe; van Laarhoven, Hanneke W. M.
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An automated toolbox for microcalcification cluster modeling for mammographic imaging
errMEDICAL PHYSICS
IF3.2
err2024-11-21
err0
PREAI
errVan Camp, Astrid; Punter, Eva; Houbrechts, Katrien; Cockmartin, Lesley; Prevos, Renate; Marshall, Nicholas W.; Woodruff, Henry C.; Lambin, Philippe; Bosmans, Hilde
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errSave
Perceptual super-resolution in multiple sclerosis MRI
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2024-10-22
err0
errOAAI
errGiraldo, Diana L.; Khan, Hamza; Pineda, Gustavo; Liang, Zhihua; Lozano-Castillo, Alfonso; Van Wijmeersch, Bart; Woodruff, Henry C.; Lambin, Philippe; Romero, Eduardo; Peeters, Liesbet M.; Sijbers, Jan
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errSave
Development and benchmarking of a Deep Learning-based MRI-guided gross tumor segmentation algorithm for Radiomics analyses in extremity soft tissue sarcomas
errRADIOTHERAPY AND ONCOLOGY
IF5.3
err2024-08-01
err1
errOAAI
errPeeken, Jan C.; Etzel, Lucas; Tomov, Tim; Muench, Stefan; Schuettrumpf, Lars; Shaktour, Julius H.; Kiechle, Johannes; Knebel, Carolin; Schaub, Stephanie K.; Mayr, Nina A.; Woodruff, Henry C.; Lambin, Philippe; Gersing, Alexandra S.; Bernhardt, Denise; Nyflot, Matthew J.; Menze, Bjoern; Combs, Stephanie E.
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Radiomic feature robustness in CT scans affected by fiducial marker induced streak artifacts for patients with hepatocellular carcinoma
errMEDICAL PHYSICS
IF3.2
err2024-07-24
err0
errOAAI
errVerstappen, Damon; Pasquier, David; Chen, Yi; Lambin, Phillipe; Woodruff, Henry C.
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Prognostic models for colorectal cancer recurrence using carcinoembryonic antigen measurements
errFRONTIERS IN ONCOLOGY
IF3.3
err2024-05-30
err1
errOAAI
errRad, Nastaran Mohammadian; Sosef, Odin; Seegers, Jord; Koolen, Laura J. E. R.; Hoofwijk, Julie J. W. A.; Woodruff, Henry C.; Hoofwijk, Ton A. G. M.; Sosef, Meindert; Lambin, Philippe
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Development of Clinical Radiomics-Based Models to Predict Survival Outcome in Pancreatic Ductal Adenocarcinoma: A Multicenter Retrospective Study
errDIAGNOSTICS
IF3.3
err2024-03-28
err2
errOAAI
errMokhtari, Ayoub; Casale, Roberto; Salahuddin, Zohaib; Paquier, Zelda; Guiot, Thomas; Woodruff, Henry C.; Lambin, Philippe; Van Laethem, Jean-Luc; Hendlisz, Alain; Bali, Maria Antonietta
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A clinically relevant computed tomography (CT) radiomics strategy for intracranial rodent brain tumour monitoring
errSCIENTIFIC REPORTS
IF3.9
err2024-02-01
err3
errOAAI
errConnor, Kate; Conroy, Emer; White, Kieron; Shiels, Liam P.; Keek, Simon; Ibrahim, Abdalla; Gallagher, William M.; Sweeney, Kieron J.; Clerkin, James; O'Brien, David; Cryan, Jane B.; O'Halloran, Philip J.; Heffernan, Josephine; Brett, Francesca; Lambin, Philippe; Woodruff, Henry C.; Byrne, Annette T.
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The clinical importance of the host anti-tumour reaction patterns in regional tumour draining lymph nodes in patients with locally advanced resectable gastric cancer: a systematic review and meta-analysis
errGASTRIC CANCER
IF5.1
err2023-09-30
err2
errOAAI
errBudginaite, Elzbieta; Kloft, Maximilian; van Kuijk, Sander M. J.; Canao, Pedro A.; Kooreman, Loes F. S.; Pennings, Alexander J.; Magee, Derek R.; Woodruff, Henry C.; Grabsch, Heike I.
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MSCDA: Multi-level semantic-guided contrast improves unsupervised domain adaptation for breast MRI segmentation in small datasets
errNEURAL NETWORKS
IF6.3
err2023-08-01
err11
errOAAI
errKuang, Sheng; Woodruff, Henry C.; Granzier, Renee; van Nijnatten, Thiemo J. A.; Lobbes, Marc B. I.; Smidt, Marjolein L.; Lambin, Philippe; Mehrkanoon, Siamak
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Research Directions

No research directions
Co-authors
Cooperation Journals
M
Michael Weller
H-index: 175 · Papers: 2.8K
F
Francisco Herrera
H-index: 169 · Papers: 1.3K
D
David Cunningham
H-index: 153 · Papers: 2.1K
P
Philippe Lambin
H-index: 117 · Papers: 1.9K
B
Brian O’Sullivan
H-index: 116 · Papers: 1.1K
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