BG
Bram van Ginneken
cs.CVAlgorithmseess.IVArtificial IntelligenceTomography, X-Ray ComputedDeep LearningDeep learningArtificial intelligencecs.LGNeural Networks, Computer
On Valency
published · living versionsW_z8wecm87·v1 · currentpublished
A large annotated medical image dataset for the development and evaluation of segmentation algorithms
with Amber L. Simpson, Michela Antonelli, Spyridon Bakas, Michel Bilello +19
1 version
Preprints & journals
398 papers in the corpus · 1997–2026Automated segmentation and clinical characterization of layered plaque in intracoronary optical coherence tomography.42894801 · van der Waerden, Ruben G A, van der Zande, Joske L, Saitta, Simone et al.2026 · 0 citationsInternational journal of cardiology. Heart & vasculature. 2026;67:102025
Artificial Intelligence-Derived Volumetric High-Risk Plaque Features Are Predominantly Located Proximal to Maximal Luminal Stenosis.42775439 · Heil, Leah, Luttikholt, Thijs J, van der Zande, Joske L et al.2026 · 0 citationsCirculation. Cardiovascular interventions. 2026:e017300
Real-World External Validation of Artificial Intelligence-Based Full-Vessel Segmentation for Intracoronary Optical Coherence Tomography.42757960 · Volleberg, Rick H J A, Shin, Doosup, van der Waerden, Ruben G A et al.2026 · 0 citationsJournal of the American Heart Association. 2026;15(19):e049353
Near real-time multi-class segmentation for intravascular optical coherence tomography using knowledge distillation.42719756 · van der Waerden, Ruben G A, Volleberg, Rick H J A, Cancian, Pierandrea et al.2026 · 0 citationsEuropean heart journal. Digital health. 2026;7(8):ztag138
Artificial intelligence-based tumour infiltrating lymphocyte quantification in patients with triple-negative breast cancer: an independent validation study.42636839 · Dixon-Douglas, Julia R, Drubay, Damien, Salgado, Roberto et al.2026 · 1 citationThe Lancet. Oncology. 2026;27(9):1181-1192
Lesion-Level Association Between Artificial Intelligence-Derived Coronary Calcium Volume and Plaque Vulnerability.42520654 · van der Waerden, Ruben G A, van der Zande, Joske L, Mol, Jan-Quinten et al.2026 · 1 citationJACC. Advances. 2026;5(8):103077
PRESTIGE: Prevalence estimation for interactive guesstimates.42501455 · Dercksen, Koen, de Vries, Arjen P, van Ginneken, Bram2026 · 0 citationsArtificial intelligence in medicine. 2026;181:103496
Community-based tuberculosis screening with computer-aided detection technology alone and in combination with point-of-care C-reactive protein testing: a paired screen-positive trial.42385764 · Reither, Klaus, Vanobberghen, Fiona, Verjans, Anna et al.2026 · 2 citationsThe Lancet. Infectious diseases. 2026;26(11):1131-1141
Multicenter AI- versus expert-assisted RECIST target lesion measurements in follow-up body CT of patients with cancer.42761733 · de Grauw, Max J J, Westphal, Max, Smit, Ewoud J et al.2026 · 1 citationRadiology advances. 2026;3(5):umag028
Assessment of modifications to a blind-sweep ultrasound protocol for improved lower-uterus imaging by novice operators.42350718 · Sappia, M Sofia, van Ginneken, Bram, de Korte, Chris L et al.2026 · 0 citationsScientific reports. 2026
Benchmarking Foundation Models for Renal Lesion Stratification in CT2605.07749v1 · Hartmut Hantze, Sarah de Boer, Myrthe Buser et al.2026 · 0 citationsarXiv
Large Language Model Automated Extraction of Clinical Signs and Symptoms From Emergency Department Reports for Machine Learning Prediction Models: Development and Validation Study.42076868 · Schipper, Anoeska, Belgers, Peter, O'Connor, Rory David et al.2026 · 5 citationsJMIR medical informatics. 2026;14:e81500
RCC-AID: Renal Cell Carcinoma AI Dataset for Medical Imaging Research10.64898/2026.04.22.26351451v2 · de Boer, S., Häntze, H., Ziegelmayer, S. et al.2026 · 0 citationsmedRxiv
Designing UNICORN: a Unified Benchmark for Imaging in Computational Pathology, Radiology, and Natural Language2603.02790v2 · Michelle Stegeman, Lena Philipp, Fennie van der Graaf et al.2026 · 0 citationsarXiv
Medical Imaging AI Competitions Lack Fairness2512.17581v2 · Annika Reinke, Evangelia Christodoulou, Sthuthi Sadananda et al.2025 · 1 citationarXiv
Artificial intelligence-based identification of thin-cap fibroatheromas and clinical outcomes: the PECTUS-AI study.40888677 · Volleberg, Rick H J A, Luttikholt, Thijs J, van der Waerden, Ruben G A et al.2025 · 18 citationsEuropean heart journal. 2025;46(46):5032-5041
Segmenting Whole-Body MRI and CT for Multiorgan Anatomic Structure Delineation.40767616 · Häntze, Hartmut, Xu, Lina, Mertens, Christian J et al.2025 · 16 citationsRadiology. Artificial intelligence. 2025;7(6):e240777
Leveraging open-source large language models for clinical information extraction in resource-constrained settings.41041625 · Builtjes, Luc, Bosma, Joeran, Prokop, Mathias et al.2025 · 25 citationsJAMIA open. 2025;8(5):ooaf109
TotalRegistrator: Towards a Lightweight Foundation Model for CT Image Registration2508.04450v1 · Xuan Loc Pham, Gwendolyn Vuurberg, Marjan Doppen et al.2025 · 0 citationsarXiv
Effectiveness and cost-effectiveness of community-based TB screening algorithms using computer-aided detection (CAD) technology alone compared with CAD combined with point-of-care C reactive protein testing in Lesotho and South Africa: protocol for a paired screen-positive trial.40721262 · Signorell, Aita, van Heerden, Alastair, Ayakaka, Irene et al.2025 · 11 citationsBMJ open. 2025;15(7):e093989
ACOUSLIC-AI challenge report: Fetal abdominal circumference measurement on blind-sweep ultrasound data from low-income countries.40527149 · Sappia, M Sofia, de Korte, Chris L, van Ginneken, Bram et al.2025 · 10 citationsMedical image analysis. 2025;105:103640
Robust Renal Mass Segmentation on CT: A Validation Study of an AI-Based Framework2505.07573v2 · Sarah de Boer, Hartmut Hantze, Kiran Vaidhya Venkadesh et al.2025 · 1 citationMachine.Learning.for.Biomedical.Imaging. 2026 (2026)
SlicerNNInteractive: A 3D Slicer extension for nnInteractive2504.07991v2 · Coen de Vente, Kiran Vaidhya Venkadesh, Bram van Ginneken et al.2025 · 2 citationsarXiv
Segmenting the Inferior Alveolar Canal in CBCTs Volumes: The ToothFairy Challenge.40030587 · Bolelli, Federico, Lumetti, Luca, Vinayahalingam, Shankeeth et al.2025 · 26 citationsIEEE transactions on medical imaging. 2025;44(4):1890-1906
Divide to Conquer: A Field Decomposition Approach for Multi-Organ Whole-Body CT Image Registration2503.22281v1 · Xuan Loc Pham, Mathias Prokop, Bram van Ginneken et al.2025 · 0 citationsarXiv
Comprehensive full-vessel segmentation and volumetric plaque quantification for intracoronary optical coherence tomography using deep learning.40395415 · Volleberg, Rick H J A, van der Waerden, Ruben G A, Luttikholt, Thijs J et al.2025 · 10 citationsEuropean heart journal. Digital health. 2025;6(3):404-416
Attenuation artifact detection and severity classification in intracoronary OCT using mixed image representations2503.05322v1 · Pierandrea Cancian, Simone Saitta, Xiaojin Gu et al.2025 · 1 citationarXiv
Artificial intelligence for the detection of airway nodules in chest CT scans.40042650 · Hendrix, Ward, Hendrix, Nils, Scholten, Ernst T et al.2025 · 2 citationsEuropean radiology. 2025;35(9):5615-5625
The ULS23 challenge: A baseline model and benchmark dataset for 3D universal lesion segmentation in computed tomography.40054149 · de Grauw, M J J, Scholten, E Th, Smit, E J et al.2025 · 28 citationsMedical image analysis. 2025;102:103525
Artificial Intelligence to Assess Dental Findings from Panoramic Radiographs -- A Multinational Study2502.10277v1 · Yin-Chih Chelsea Wang, Tsao-Lun Chen, Shankeeth Vinayahalingam et al.2025 · 3 citationsarXiv
Artificial intelligence for the analysis of intracoronary optical coherence tomography images: a systematic review.40110224 · van der Waerden, Ruben G A, Volleberg, Rick H J A, Luttikholt, Thijs J et al.2025 · 13 citationsEuropean heart journal. Digital health. 2025;6(2):270-284
In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review2501.10727v2 · Amelia Jim'enez-S'anchez, Natalia-Rozalia Avlona, Sarah de Boer et al.2025 · 17 citationsarXiv
Effectiveness and cost-effectiveness of community-based TB screening algorithms using Computer-Aided Detection (CAD) technology alone compared to CAD combined with point-of-care C-reactive protein testing: protocol for a paired screen-positive trial10.1101/2025.01.16.25320687v1 · Signorell, A., van Heerden, A., Ayakaka, I. et al.2025 · 2 citationsmedRxiv
Automated tooth segmentation in magnetic resonance scans using deep learning - A pilot study.39589897 · Flügge, Tabea, Vinayahalingam, Shankeeth, van Nistelrooij, Niels et al.2024 · 8 citationsDento maxillo facial radiology. 2025;54(1):12-18
Machine-learning based prediction of appendicitis for patients presenting with acute abdominal pain at the emergency department.39716296 · Schipper, Anoeska, Belgers, Peter, O'Connor, Rory et al.2024 · 21 citationsWorld journal of emergency surgery : WJES. 2024;19(1):40
Evaluation of C-Reactive Protein and Computer-Aided Analysis of Chest X-rays as Tuberculosis Triage Tests at Health Facilities in Lesotho and South Africa.39190813 · Bosman, Shannon, Ayakaka, Irene, Muhairwe, Josephine et al.2024 · 12 citationsClinical infectious diseases : an official publication of the Infectious Diseases Society of America. 2024;79(5):1293-1302
Deep Learning-Based Algorithm for Staging Secondary Caries in Bitewings.39471790 · van Nistelrooij, Niels, Chaves, Eduardo Trota, Cenci, Maximiliano Sergio et al.2025 · 10 citationsCaries research. 2025;59(3):163-173
Evaluating Biparametric Versus Multiparametric Magnetic Resonance Imaging for Diagnosing Clinically Significant Prostate Cancer: An International, Paired, Noninferiority, Confirmatory Observer Study.39438187 · Twilt, Jasper J, Saha, Anindo, Bosma, Joeran S et al.2025 · 78 citationsEuropean urology. 2025;87(2):240-250
AI-based lumbar central canal stenosis classification on sagittal MR images is comparable to experienced radiologists using axial images.39299953 · van der Graaf, Jasper W, Brundel, Liron, van Hooff, Miranda L et al.2025 · 9 citationsEuropean radiology. 2025;35(4):2298-2306
Structure and position-aware graph neural network for airway labeling.39111266 · Xie, Weiyi, Jacobs, Colin, Charbonnier, Jean-Paul et al.2024 · 14 citationsMedical image analysis. 2024;97:103286
Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge.38530714 · Sogancioglu, Ecem, Ginneken, Bram van, Behrendt, Finn et al.2024 · 25 citationsIEEE transactions on medical imaging. 2024;43(8):2839-2853
Machine Learning-Based Prediction of Hemoglobinopathies Using Complete Blood Count Data.38906831 · Schipper, Anoeska, Rutten, Matthieu, van Gammeren, Adriaan et al.2024 · 33 citationsClinical chemistry. 2024;70(8):1064-1075
Uncertainty-aware multiple-instance learning for reliable classification: Application to optical coherence tomography.38959721 · de Vente, Coen, van Ginneken, Bram, Hoyng, Carel B et al.2024 · 11 citationsMedical image analysis. 2024;97:103259
Detecting Mandible Fractures in CBCT Scans Using a 3-Stage Neural Network.38910411 · van Nistelrooij, N, Schitter, S, van Lierop, P et al.2024 · 22 citationsJournal of dental research. 2024;103(13):1384-1391
Artificial intelligence and radiologists in prostate cancer detection on MRI (PI-CAI): an international, paired, non-inferiority, confirmatory study.38876123 · Saha, Anindo, Bosma, Joeran S, Twilt, Jasper J et al.2024 · 353 citationsThe Lancet. Oncology. 2024;25(7):879-887
The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data.38875741 · Boulogne, Luuk H, Lorenz, Julian, Kienzle, Daniel et al.2024 · 6 citationsMedical image analysis. 2024;97:103230
Performance of AI to exclude normal chest radiographs to reduce radiologists' workload.38758252 · Schalekamp, Steven, van Leeuwen, Kicky, Calli, Erdi et al.2024 · 28 citationsEuropean radiology. 2024;34(11):7255-7263
Integrating molecular and radiological screening tools during community-based active case-finding for tuberculosis and COVID-19 in southern Africa.38701914 · Scott, Alex John, Limbada, Mohammed, Perumal, Tahlia et al.2024 · 4 citationsInternational journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases. 2024;145:107081
Artificial intelligence for automated detection and measurements of carpal instability signs on conventional radiographs.38634877 · Hendrix, Nils, Hendrix, Ward, Maresch, Bas et al.2024 · 9 citationsEuropean radiology. 2024;34(10):6600-6613
Comparing deep learning and pathologist quantification of cell-level PD-L1 expression in non-small cell lung cancer whole-slide images.38531958 · van Eekelen, Leander, Spronck, Joey, Looijen-Salamon, Monika et al.2024 · 21 citationsScientific reports. 2024;14(1):7136
Career total: 737 works. 398 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.