logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
B

Bram van Ginneken

Free University of Berlin

106H-index
696Paper Count
6.8WCitation Count
Published Papers 250
Publication Date
logo
Segmenting Whole-Body MRI and CT for Multiorgan Anatomic Structure Delineation
errRADIOLOGY-ARTIFICIAL INTELLIGENCE
IF13.2
err2025-11-01
err3
PREAI
errHantze, Hartmut; Xu, Lina; Mertens, Christian J.; Dorfner, Felix J.; Donle, Leonhard; Busch, Felix; Kader, Avan; Ziegelmayer, Sebastian; Bayerl, Nadine; Navab, Nassir; Rueckert, Daniel; Schnabel, Julia; Aerts, Hugo J. W. L.; Truhn, Daniel; Bamberg, Fabian; Weiss, Jakob; Schlett, Christopher L.; Ringhof, Steffen; Niendorf, Thoralf; Pischon, Tobias; Kauczor, Hans-Ulrich; Nonnenmacher, Tobias; Kroncke, Thomas; Volzke, Henry; Schulz-Menger, Jeanette; Maier-Hein, Klaus; Hering, Alessa; Prokop, Mathias; Van Ginneken, Bram; Makowski, Marcus R.; Adams, Lisa C.; Bressem, Keno K.
errShare
errSave
TCT-1259 Artificial Intelligence-Based Volumetric Analysis of Coronary Calcifications and the Association with Plaque Vulnerability
errJACC
IF0
err2025-10-22
err0
PREAI
errRuben van der Waerden; Joske van der Zande; Pierandrea Cancian; Thijs Luttikholt; Leah Heil; Xiaojin Gu; Jos Thannhauser; Simone Saitta; Clara Sánchez; Bram van Ginneken; Rick Volleberg; Ivana Išgum; Niels van Royen
errShare
errSave
TCT-1260 Deep Learning-Derived Plaque Burden for Intracoronary Optical Coherence Tomography: an Intravascular Ultrasound-Based Validation Study
errJACC
IF0
err2025-10-22
err0
PREAI
errRick Volleberg; Doosup Shin; Ruben van der Waerden; Simone Saitta; Jos Thannhauser; Joske van der Zande; Thijs Luttikholt; Pierandrea Cancian; Xiaojin Gu; Leah Heil; Clara Sánchez; Bram van Ginneken; Ivana Išgum; Christian Calistro; Lionel Chong; Adil Ansari; Richard Shlofmitz; Evan Shlofmitz; Allen Jeremias; Fernando Sosa; David Cohen; Jeffrey Moses; Niels van Royen; Ziad Ali
errShare
errSave
TCT-1266 High-Risk Plaque Features in Non-Culprit Vessels of ACS Patients: Insights from AI-Driven OCT Analysis
errJACC
IF0
err2025-10-22
err0
PREAI
errRuben van der Waerden; Rick Volleberg; Thijs Luttikholt; Leah Heil; Pierandrea Cancian; Xiaojin Gu; Simone Saitta; Clara Sánchez; Bram van Ginneken; Ivana Išgum; Tobias Blanke; Jos Thannhauser; Niels van Royen; Joske van der Zande
errShare
errSave
TCT-1251 Artificial intelligence-based volumetric evaluation of the fibrous cap: the maximum thin-cap index within 4 mm
errJACC
IF0
err2025-10-22
err0
PREAI
errRick Volleberg; Thijs Luttikholt; Joske van der Zande; Ruben van der Waerden; Leah Heil; Pierandrea Cancian; Xiaojin Gu; Simone Saitta; Clara Sánchez; Bram van Ginneken; Ivana Išgum; Jos Thannhauser; Niels van Royen
errShare
errSave
TCT-1263 Spatial Relationship Between Artificial Intelligence-Identified Thinnest Fibrous Cap Region and the Minimum Lumen Area
errJACC
IF0
err2025-10-22
err0
PREAI
errThijs Luttikholt; Rick Volleberg; Ruben van der Waerden; Joske van der Zande; Leah Heil; Pierandrea Cancian; Xiaojin Gu; Simone Saitta; Clara Sánchez; Bram van Ginneken; Ivana Išgum; Jos Thannhauser; Niels van Royen
errShare
errSave
Leveraging open-source large language models for clinical information extraction in resource-constrained settings
errJAMIA OPEN
IF3.4
err2025-10-01
err0
PREAI
errBuiltjes, Luc; Bosma, Joeran; Prokop, Mathias; van Ginneken, Bram; Hering, Alessa
errShare
errSave
Artificial intelligence-based identification of thin-cap fibroatheromas and clinical outcomes: the PECTUS-AI study
errEUROPEAN HEART JOURNAL
IF35.6
err2025-09-01
err2
errOAAI
errVolleberg, Rick H. J. A.; Luttikholt, Thijs J.; van der Waerden, Ruben G. A.; Cancian, Pierandrea; van der Zande, Joske L.; Gu, Xiaojin; Mol, Jan-Quinten; Roleder, Tomasz; Prokop, Mathias; Sanchez, Clara, I; van Ginneken, Bram; Isgum, Ivana; Saitta, Simone; Thannhauser, Jos; van Royen, Niels
errShare
errSave
ACOUSLIC-AI challenge report: Fetal abdominal circumference measurement on blind-sweep ultrasound data from low-income countries
errMedical Image Analysis
IF11.8
err2025-06-10
err0
PREAI
errM. Sofia Sappia; Chris L. de Korte; Bram van Ginneken; Dean Ninalga; Satoshi Kondo; Satoshi Kasai; Kousuke Hirasawa; Tanya Akumu; Carlos Martín-Isla; Karim Lekadir; Victor M. Campello; Jorge Fabila; Anette Beverdam; Jeroen van Dillen; Chase Neff; Keelin Murphy
errShare
errSave
The ULS23 challenge: A baseline model and benchmark dataset for 3D universal lesion segmentation in computed tomography
errMEDICAL IMAGE ANALYSIS
IF11.8
err2025-05-01
err1
errOAAI
errde Grauw, M. J. J.; Scholten, E. Th.; Smit, E. J.; Rutten, M. J. C. M.; Prokop, M.; van Ginneken, B.; Hering, A.
errShare
errSave
Comprehensive full-vessel segmentation and volumetric plaque quantification for intracoronary optical coherence tomography using deep learning
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2025-04-01
err1
errOAAI
errVolleberg, Rick H. J. A.; van der Waerden, Ruben G. A.; Luttikholt, Thijs J.; van der Zande, Joske L.; Cancian, Pierandrea; Gu, Xiaojin; Mol, Jan-Quinten; Quax, Silvan; Prokop, Mathias; Sanchez, Clara, I; van Ginneken, Bram; Isgum, Ivana; Thannhauser, Jos; Saitta, Simone; Nishimiya, Kensuke; Roleder, Tomasz; van Royen, Niels
errShare
errSave
Artificial intelligence for the detection of airway nodules in chest CT scans
errEUROPEAN RADIOLOGY
IF4.7
err2025-03-05
err0
errOAAI
errHendrix, Ward; Hendrix, Nils; Scholten, Ernst T.; van Ginneken, Bram; Prokop, Mathias; Rutten, Matthieu; Jacobs, Colin
errShare
errSave
Artificial intelligence for the analysis of intracoronary optical coherence tomography images: a systematic review
errEUROPEAN HEART JOURNAL - DIGITAL HEALTH
IF4.4
err2025-01-28
err1
errOAAI
errvan der Waerden, Ruben G. A.; Volleberg, Rick H. J. A.; Luttikholt, Thijs J.; Cancian, Pierandrea; van der Zande, Joske L.; Stone, Gregg W.; Holm, Niels R.; Kedhi, Elvin; Escaned, Javier; Pellegrini, Dario; Guagliumi, Giulio; Mehta, Shamir R.; Pinilla-Echeverri, Natalia; Moreno, Raul; Raber, Lorenz; Roleder, Tomasz; van Ginneken, Bram; Sanchez, Clara, I; Isgum, Ivana; van Royen, Niels; Thannhauser, Jos
errShare
errSave
Machine-learning based prediction of appendicitis for patients presenting with acute abdominal pain at the emergency department
errWORLD JOURNAL OF EMERGENCY SURGERY
IF5.8
err2024-12-23
err0
errOAAI
errSchipper, Anoeska; Belgers, Peter; O'Connor, Rory; Jie, Kim Ellis; Dooijes, Robin; Bosma, Joeran Sander; Kurstjens, Steef; Kusters, Ron; van Ginneken, Bram; Rutten, Matthieu
errShare
errSave
Structure and position-aware graph neural network for airway labeling
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-10-01
err0
errOAAI
errXie, Weiyi; Jacobs, Colin; Charbonnier, Jean-Paul; van Ginneken, Bram
errShare
errSave
The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-10-01
err1
errOAAI
errBoulogne, Luuk H.; Lorenz, Julian; Kienzle, Daniel; Schoen, Robin; Ludwig, Katja; Lienhart, Rainer; Jegou, Simon; Li, Guang; Chen, Cong; Wang, Qi; Shi, Derik; Maniparambil, Mayug; Mueller, Dominik; Mertes, Silvan; Schroeter, Niklas; Hellmann, Fabio; Elia, Miriam; Dirks, Ine; Bossa, Matias Nicolas; Berenguer, Abel Diaz; Mukherjee, Tanmoy; Vandemeulebroucke, Jef; Sahli, Hichem; Deligiannis, Nikos; Gonidakis, Panagiotis; Huynh, Ngoc Dung; Razzak, Imran; Bouadjenek, Reda; Verdicchio, Mario; Borrelli, Pasquale; Aiello, Marco; Meakin, James A.; Lemm, Alexander; Russ, Christoph; Ionasec, Razvan; Paragios, Nikos; van Ginneken, Bram; Revel, Marie-Pierre
errShare
errSave
Uncertainty-aware multiple-instance learning for reliable classification: Application to optical coherence tomography
errMEDICAL IMAGE ANALYSIS
IF11.8
err2024-10-01
err0
errOAAI
errde Vente, Coen; van Ginneken, Bram; Hoyng, Carel B.; Klaver, Caroline C. W.; Sanchez, Clara I.
errShare
errSave
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
errCLINICAL INFECTIOUS DISEASES
IF7.3
err2024-08-27
err0
errOAAI
errBosman, Shannon; Ayakaka, Irene; Muhairwe, Josephine; Kamele, Mashaete; van Heerden, Alastair; Madonsela, Thandanani; Labhardt, Niklaus D.; Sommer, Gregor; Bremerich, Jens; Zoller, Thomas; Murphy, Keelin; van Ginneken, Bram; Keter, Alfred K.; Jacobs, Bart K. M.; Bresser, Moniek; Signorell, Aita; Glass, Tracy R.; Lynen, Lutgarde; Reither, Klaus
errShare
errSave
Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-08-01
err2
errOAAI
errSogancioglu, Ecem; van Ginneken, Bram; Behrendt, Finn; Bengs, Marcel; Schlaefer, Alexander; Radu, Miron; Xu, Di; Sheng, Ke; Scalzo, Fabien; Marcus, Eric; Papa, Samuele; Teuwen, Jonas; Scholten, Ernst Th.; Schalekamp, Steven; Hendrix, Nils; Jacobs, Colin; Hendrix, Ward; Sanchez, Clara I.; Murphy, Keelin
errShare
errSave
Detecting Mandible Fractures in CBCT Scans Using a 3-Stage Neural Network
errJOURNAL OF DENTAL RESEARCH
IF5.9
err2024-06-24
err2
errOAAI
errvan Nistelrooij, N.; Schitter, S.; van Lierop, P.; El Ghoul, K.; Koenig, D.; Hanisch, M.; Tel, A.; Xi, T.; Thiem, D. G. E.; Smeets, R.; Dubois, L.; Fluegge, T.; van Ginneken, B.; Berge, S.; Vinayahalingam, S.
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
C
Cisca Wijmenga
H-index: 169 · Papers: 996
M
Matthew J. Budoff
H-index: 160 · Papers: 2.9K
C
Claudia Langenberg
H-index: 157 · Papers: 767
M
Mika Kähönen
H-index: 142 · Papers: 1.3K
A
Andrew P. Morris
H-index: 139 · Papers: 764
View more