Publications by authors named "Henry Woodruff"

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Impact of synthetic data on training a deep learning model for lesion detection and classification in contrast-enhanced mammography.
Astrid Van Camp, Henry C Woodruff, Lesley Cockmartin, Marc Lobbes, Michael Majer

J Med Imaging (Bellingham)· November 2025

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Radiomics Quality Score 2.0: towards radiomics readiness levels and clinical translation for personalized medicine.
Philippe Lambin, Henry C Woodruff, Shruti Atul Mali, Xian Zhong, Sheng Kuang

Nat Rev Clin Oncol· November 2025

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Leveraging hand-crafted radiomics on multicenter FLAIR MRI for predicting disability worsening in people with multiple sclerosis.
Hamza Khan, Henry C Woodruff, Diana L Giraldo, Lorin Werthen-Brabants, Shruti Atul Mali

Front Neurosci· November 2025

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A review of methods for trustworthy AI in medical imaging: The FUTURE-AI Guidelines.
Haridimos Kondylakis, Richard Osuala, Xenia Puig-Bosch, Noussair Lazrak, Oliver Diaz, Henry C Woodruff

IEEE J Biomed Health Inform· September 2025

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Integrating big data and artificial intelligence to predict progression in multiple sclerosis: challenges and the path forward.
Hamza Khan, Sofie Aerts, Ilse Vermeulen, Henry C Woodruff, Philippe Lambin

J Neuroeng Rehabil· September 2025

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Corrigendum to "Computational methods for metastasis detection in lymph nodes and characterization of the metastasis-free lymph node microarchitecture: A systematic-narrative hybrid review". 15(2024) 100367.
Elzbieta Budginaite, Derek R Magee, Maximilian Kloft, Henry C Woodruff, Heike I Grabsch

J Pathol Inform· August 2025

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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.
Shruti Atul Mali, Nastaran Mohammadian Rad, Henry C Woodruff, Adrien Depeursinge, Vincent Andrearczyk

PLoS One· May 2025

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Integrating Clinical Variables, Radiomics, and Tumor-derived Cell-Free DNA for Enhanced Prediction of Resectable Esophageal Adenocarcinoma Outcomes.
Tom van den Ende, Steven C Kuijper, Yousif Widaatalla, Wyanne A Noortman, Floris H P van Velden, Henry C Woodruff

Int J Radiat Oncol Biol Phys· March 2025

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An automated toolbox for microcalcification cluster modeling for mammographic imaging.
Astrid Van Camp, Eva Punter, Katrien Houbrechts, Lesley Cockmartin, Renate Prevos, Henry C Woodruff

Med Phys· February 2025

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An interpretable ensemble model combining handcrafted radiomics and deep learning for predicting the overall survival of hepatocellular carcinoma patients after stereotactic body radiation therapy.
Yi Chen, David Pasquier, Damon Verstappen, Henry C Woodruff, Philippe Lambin

J Cancer Res Clin Oncol· February 2025

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Radiomics in Dermatological Optical Coherence Tomography (OCT): Feature Repeatability, Reproducibility, and Integration into Diagnostic Models in a Prospective Study.
Yousif Widaatalla, Tom Wolswijk, Muhammad Danial Khan, Iva Halilaj, Klara Mosterd, Henry C Woodruff

Cancers (Basel)· February 2025

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Computational methods for metastasis detection in lymph nodes and characterization of the metastasis-free lymph node microarchitecture: A systematic-narrative hybrid review.
Elzbieta Budginaite, Derek R Magee, Maximilian Kloft, Henry C Woodruff, Heike I Grabsch

J Pathol Inform· December 2024

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Radiomic feature robustness in CT scans affected by fiducial marker induced streak artifacts for patients with hepatocellular carcinoma.
Damon Verstappen, David Pasquier, Yi Chen, Phillipe Lambin, Henry C Woodruff

Med Phys· November 2024

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Perceptual super-resolution in multiple sclerosis MRI.
Diana L Giraldo, Hamza Khan, Gustavo Pineda, Zhihua Liang, Alfonso Lozano-Castillo, Henry C Woodruff

Front Neurosci· October 2024

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Development and benchmarking of a Deep Learning-based MRI-guided gross tumor segmentation algorithm for Radiomics analyses in extremity soft tissue sarcomas.
Jan C Peeken, Lucas Etzel, Tim Tomov, Stefan Münch, Lars Schüttrumpf, Henry C Woodruff

Radiother Oncol· August 2024

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Prognostic models for colorectal cancer recurrence using carcinoembryonic antigen measurements.
Nastaran Mohammadian Rad, Odin Sosef, Jord Seegers, Laura J E R Koolen, Julie J W A Hoofwijk, Henry C Woodruff

Front Oncol· May 2024

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Development of Clinical Radiomics-Based Models to Predict Survival Outcome in Pancreatic Ductal Adenocarcinoma: A Multicenter Retrospective Study.
Ayoub Mokhtari, Roberto Casale, Zohaib Salahuddin, Zelda Paquier, Thomas Guiot, Henry C Woodruff

Diagnostics (Basel)· March 2024

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Deep Learning of Multimodal Ultrasound: Stratifying the Response to Neoadjuvant Chemotherapy in Breast Cancer Before Treatment.
Jionghui Gu, Xian Zhong, Chengyu Fang, Wenjing Lou, Peifen Fu, Henry C Woodruff

Oncologist· February 2024

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A clinically relevant computed tomography (CT) radiomics strategy for intracranial rodent brain tumour monitoring.
Kate Connor, Emer Conroy, Kieron White, Liam P Shiels, Simon Keek, Henry C Woodruff

Sci Rep· February 2024

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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.
Elzbieta Budginaite, Maximilian Kloft, Sander M J van Kuijk, Pedro A Canao, Loes F S Kooreman, Henry C Woodruff

Gastric Cancer· November 2023

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An Interpretable Radiomics Model Based on Two-Dimensional Shear Wave Elastography for Predicting Symptomatic Post-Hepatectomy Liver Failure in Patients with Hepatocellular Carcinoma.
Xian Zhong, Zohaib Salahuddin, Yi Chen, Henry C Woodruff, Haiyi Long

Cancers (Basel)· November 2023

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External validation of 18 F-FDG PET-based radiomic models on identification of residual oesophageal cancer after neoadjuvant chemoradiotherapy.
Maria J Valkema, Roelof J Beukinga, Avishek Chatterjee, Henry C Woodruff, David van Klaveren

Nucl Med Commun· August 2023

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MSCDA: Multi-level semantic-guided contrast improves unsupervised domain adaptation for breast MRI segmentation in small datasets.
Sheng Kuang, Henry C Woodruff, Renee Granzier, Thiemo J A van Nijnatten, Marc B I Lobbes

Neural Netw· August 2023

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Combining Deep Learning and Handcrafted Radiomics for Classification of Suspicious Lesions on Contrast-enhanced Mammograms.
Manon P L Beuque, Marc B I Lobbes, Yvonka van Wijk, Yousif Widaatalla, Sergey Primakov, Henry C Woodruff

Radiology· June 2023

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From Head and Neck Tumour and Lymph Node Segmentation to Survival Prediction on PET/CT: An End-to-End Framework Featuring Uncertainty, Fairness, and Multi-Region Multi-Modal Radiomics.
Zohaib Salahuddin, Yi Chen, Xian Zhong, Henry C Woodruff, Nastaran Mohammadian Rad

Cancers (Basel)· March 2023

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