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K. Fockens · SciRah

Researcher profile · Semantic Scholar

K. Fockens

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K. Fockens — researcher profile on SciRah

h-index: 10
Works: 37
Citations: 803

Most-cited papers

Deep-Learning System Detects Neoplasia in Patients With Barrett's Esophagus With Higher Accuracy Than Endoscopists in a Multi-Step Training and Validation Study with Benchmarking.
A. D. de Groof, M. Struyvenberg, J. A. van der Putten, F. van der Sommen +15 more
2019Gastroenterology309 citations Open access
Semantic Scholar
Machine learning in GI endoscopy: practical guidance in how to interpret a novel field
F. van der Sommen, J. de Groof, M. Struyvenberg, J. A. van der Putten +8 more
2020Gut119 citations Open access
Semantic Scholar
Deep learning algorithm detection of Barrett's neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video).
A. D. de Groof, M. Struyvenberg, K. Fockens, J. A. van der Putten +9 more
2020Gastrointestinal Endoscopy117 citations Open access
Semantic Scholar
Foundation models in gastrointestinal endoscopic AI: Impact of architecture, pre-training approach and data efficiency
T. Boers, K. Fockens, J. A. van der Putten, T. Jaspers +8 more
2024Medical Image Anal.47 citations Open access
Semantic Scholar
Blue-light imaging and linked-color imaging improve visualization of Barrett's neoplasia by nonexpert endoscopists.
A. D. de Groof, K. Fockens, M. Struyvenberg, R. Pouw +6 more
2020Gastrointestinal Endoscopy35 citations Open access
Semantic Scholar
Towards a robust and compact deep learning system for primary detection of early Barrett’s neoplasia: Initial image‐based results of training on a multi‐center retrospectively collected data set
K. Fockens, J. Jukema, T. Boers, M. Jong +20 more
2023United European Gastroenterology journal31 citations Open access
Semantic Scholar
COMPUTER-AIDED DIAGNOSIS IMPROVES CHARACTERIZATION OF BARRETT'S NEOPLASIA BY GENERAL ENDOSCOPISTS.
J. Jukema, C. Kusters, M. Jong, K. Fockens +26 more
2024Gastrointestinal Endoscopy27 citations Open access
Semantic Scholar
Multi-stage domain-specific pretraining for improved detection and localization of Barrett's neoplasia: A comprehensive clinically validated study
J. A. van der Putten, J. de Groof, M. Struyvenberg, T. Boers +6 more
2020Artif. Intell. Medicine18 citations Open access
Semantic Scholar
Will Transformers change gastrointestinal endoscopic image analysis? A comparative analysis between CNNs and Transformers, in terms of performance, robustness and generalization
C. Kusters, T. Jaspers, T. Boers, M. Jong +6 more
2024Medical Image Anal.16 citations Open access
Semantic Scholar
Linked color imaging improves identification of early gastric cancer lesions by expert and non-expert endoscopists
K. Fockens, J. de Groof, J. A. van der Putten, Tsevelnorov Khurelbaatar +6 more
2022Surgical Endoscopy12 citations Open access
Semantic Scholar
The use of a real-time computer-aided detection system for visible lesions in the Barrett's esophagus during live endoscopic procedures, a pilot study.
K. Fockens, J. Jukema, M. Jong, T. Boers +8 more
2024Gastrointestinal Endoscopy10 citations Open access
Semantic Scholar
Toward improved endoscopic surveillance with multidiameter single fiber reflectance spectroscopy in patients with Barrett's esophagus
A. Post, Albert J. Groof, Xu U. Zhang, A. Swager +9 more
2021Journal of Biophotonics10 citations Open access
Semantic Scholar
244 COMPUTER-AIDED DETECTION ALGORITHM DETECTS BARRETT NEOPLASIA WITH HIGH DIAGNOSTIC ACCURACY DURING LIVE ENDOSCOPIC PROCEDURES: A PILOT STUDY.
M. Struyvenberg, J. de Groof, K. Fockens, J. A. van der Putten +9 more
2020Gastrointestinal Endoscopy8 citations
Semantic Scholar
Impact of standard enhancement settings of endoscopy systems on performance of endoscopic artificial intelligence systems
M. Jong, C. Kusters, Q. V. van Bokhorst, J. Jukema +11 more
2024Endoscopy7 citations Open access
Semantic Scholar
Improving Temporal Stability and Accuracy for Endoscopic Video Tissue Classification Using Recurrent Neural Networks
T. Boers, J. A. van der Putten, M. Struyvenberg, K. Fockens +5 more
2020Italian National Conference on Sensors7 citations Open access
Semantic Scholar
CNNs vs. Transformers: Performance and Robustness in Endoscopic Image Analysis
C. Kusters, T. Boers, T. Jaspers, J. Jukema +6 more
2023AMAI@MICCAI5 citations Open access
Semantic Scholar
Designing a Computer-Aided Detection system for Barrett 's neoplasia: Insights in architectural choices, training strategies and inference approaches
C. Kusters, T. Boers, T. Jaspers, M. Jong +7 more
2025Comput. Methods Programs Biomed.4 citations Open access
Semantic Scholar
A CAD System for Real-Time Characterization of Neoplasia in Barrett's Esophagus NBI Videos
C. Kusters, T. Boers, J. Jukema, M. Jong +5 more
2022CaPTion@MICCAI4 citations Open access
Semantic Scholar
Evaluating Self-Supervised Learning Methods for Downstream Classification of Neoplasia in Barrett’s Esophagus
Stefan Cornelissen, J. A. van der Putten, T. Boers, J. Jukema +4 more
2021International Conference on Information Photonics4 citations Open access
Semantic Scholar
VIDEO-BASED COMPUTER AIDED DETECTION SYSTEM DETECTS BARRETT’S NEOPLASIA WITH HIGH ACCURACY DURING LIVE ENDOSCOPIC PROCEDURES: A MULTI-CENTER PILOT AND FEASIBILITY STUDY
K. Fockens, J. Jukema, M. Jong, T. Boers +25 more
2023Gastrointestinal Endoscopy3 citations
Semantic Scholar
Domain-specific pretraining of deep learning systems in gastrointestinal endoscopy improves performance over current state-of-the-art pretraining methods
J. Jelmer, K. Fockens, T. Boers, M. Jong +25 more
2023ESGE Days 20233 citations
Semantic Scholar
Comparing Training Strategies Using Multi-Assessor Segmentation Labels for Barrett's Neoplasia Detection
T. Boers, C. Kusters, K. Fockens, J. Jukema +5 more
2022CaPTion@MICCAI3 citations Open access
Semantic Scholar
Detection of frame informativeness in endoscopic videos using image quality and recurrent neural networks
T. Boers, J. A. van der Putten, J. de Groof, M. Struyvenberg +6 more
2020Image Processing3 citations Open access
Semantic Scholar
Barrett's lesion detection using a minimal integer-based neural network for embedded systems integration
T. Boers, C. Kusters, K. Fockens, J. Jukema +5 more
2023Medical Imaging2 citations Open access
Semantic Scholar
Real-time Barrett's neoplasia characterization in NBI videos using an int8-based quantized neural network
C. Kusters, T. Boers, J. Jukema, M. Jong +5 more
2023Medical Imaging2 citations Open access
Semantic Scholar
Video-based computer aided detection system detects Barrett’s neoplasia with high accuracy during live endoscopic procedures: a multi-center pilot and feasibility study
M. Jong, K. Fockens, J. Jukema, T. Boers +25 more
2023ESGE Days 20231 citations
Semantic Scholar
COMPUTER-AIDED DIAGNOSIS (CADX) IMPROVES CHARACTERIZATION OF BARRETT’S NEOPLASIA BY ENDOSCOPISTS
J. Jukema, K. Kusters, M. Jong, K. Fockens +25 more
2023Gastrointestinal Endoscopy1 citations
Semantic Scholar
Efficient endoscopic frame informativeness assessment by reusing the encoder of the primary CAD task
F. Mammadli, F. W. van der Sommen, T. Boers, J. A. van der Putten +5 more
2022Medical Imaging1 citations Open access
Semantic Scholar
A ROBUST AND COMPACT DEEP LEARNING SYSTEM FOR PRIMARY DETECTION OF EARLY BARRETT’S NEOPLASIA OUTPERFORMS GENERAL ENDOSCOPISTS
K. Fockens, J. Jukema, M. Jong, T. Boers +18 more
2022Gastrointestinal Endoscopy1 citations
Semantic Scholar
Computer-aided diagnosis (CADx) improves characterization of Barrett’s neoplasia by endoscopists
J. Jelmer, K. Kusters, M. Jong, K. Fockens +26 more
2023ESGE Days 20230 citations
Semantic Scholar
Video-based computer aided detection system improves Barrett’s neoplasia detection of general endoscopists in a multi-step benchmarking study
M. Jong, K. Fockens, J. Jukema, J. A. van der Putten +25 more
2023ESGE Days 20230 citations
Semantic Scholar
VIDEO-BASED COMPUTER AIDED DETECTION SYSTEM IMPROVES BARRETT’S NEOPLASIA DETECTION OF GENERAL ENDOSCOPISTS IN A MULTI-STEP BENCHMARKING STUDY
M. Jong, K. Fockens, J. Jukema, T. Boers +25 more
2023Gastrointestinal Endoscopy0 citations
Semantic Scholar
1016 DOMAIN-SPECIFIC PRETRAINING OF DEEP LEARNING SYSTEMS IN GASTROINTESTINAL ENDOSCOPY IMPROVES PERFORMANCE OVER CURRENT STATE-OF-THE-ART PRETRAINING METHODS
K. Fockens, T. Boers, J. Jukema, M. Jong +26 more
2023Gastroenterology0 citations
Semantic Scholar
245 BLUE LIGHT IMAGING AND LINKED COLOR IMAGING IMPROVE VISUALIZATION OF BARRETT NEOPLASIA BY NON-EXPERT ENDOSCOPISTS
J. de Groof, K. Fockens, M. Struyvenberg, R. Pouw +6 more
2020Gastrointestinal Endoscopy0 citations Open access
Semantic Scholar
1073 COMPUTER ALGORITHM DETECTS EARLY BARRETT'S CANCER WITH HIGH ACCURACY DURING LIVE ENDOSCOPIC PROCEDURES
M. Struyvenberg, J. de Groof, K. Fockens, J. A. van der Putten +8 more
20200 citations
Semantic Scholar
Tu1501 ADDITION OF LINKED COLOR IMAGING TO WHITE LIGHT ENDOSCOPY IMPROVES DELINEATION PERFORMANCE OF EARLY GASTRIC CANCER LESIONS BY NON-EXPERT ENDOSCOPISTS
K. Fockens, M. Struyvenberg, J. de Groof, Tsevelnorov Khurelbaatar +7 more
2020Gastrointestinal Endoscopy0 citations Open access
Semantic Scholar
and Robustness in Endoscopic Image Analysis
C. Kusters, T. Boers, T. Jaspers, J. Jukema +6 more
0 citations
Semantic Scholar

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