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Jeroen Geerdink
Observed names:
Geerdink, Jeroen,
J. Geerdink
Institution:
Ziekenhuis Groep Twente
Observed institution:
Ziekenhuis Groep Twente
ORCID:
0000-0001-6718-6653
Observed ORCID:
0000-0001-6718-6653
OpenAlex ID:
A5067576509
Comparing three machine learning approaches to design a risk assessment tool for future fractures: predicting a subsequent major osteoporotic fracture in fracture patients with osteopenia and osteoporosis
2021
·
B. C. S. de Vries
, J. H. Hegeman
, et al.
·
Osteoporosis International
·
65
PDF
Artificial intelligence and radiologists in pancreatic cancer detection using standard of care CT scans (PANORAMA): an international, paired, non-inferiority, confirmatory, observational study
2025
·
Natalia Alves
, Megan Schuurmans
, et al.
·
The Lancet Oncology
·
41
Interpreting and Correcting Medical Image Classification with PIP-Net
2024
·
Meike Nauta
, Johannes H. Hegeman
, et al.
·
Communications in computer and information science
·
21
PDF
Accurate and Reliable Classification of Unstructured Reports on Their Diagnostic Goal Using BERT Models
2023
·
Max Tigo Rietberg
, Van Bach Nguyen
, et al.
·
Diagnostics
·
17
PDF
Automatic Process Comparison for Subpopulations: Application in Cancer Care
2020
·
Francesca Marazza
, Faiza Allah Bukhsh
, et al.
·
International Journal of Environmental Research and Public Health
·
16
PDF
Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality Assurance
2019
·
Shreyasi Pathak
, Jorit van Rossen
, et al.
·
IEEE Transactions on Computational Biology and Bioinformatics
·
16
PDF
The DRAGON benchmark for clinical NLP
2025
·
Joeran S. Bosma
, Koen Dercksen
, et al.
·
npj Digital Medicine
·
15
PDF
Complication Prediction after Esophagectomy with Machine Learning
2024
·
Jorn-Jan van de Beld
, David Crull
, et al.
·
Diagnostics
·
14
PDF
Prototype-Based Interpretable Breast Cancer Prediction Models: Analysis and Challenges
2024
·
Shreyasi Pathak
, Jörg Schlötterer
, et al.
·
Communications in computer and information science
·
14
PDF
Radiology report generation for proximal femur fractures using deep classification and language generation models
2022
·
Olivier Paalvast
, Meike Nauta
, et al.
·
Artificial Intelligence in Medicine
·
13
PDF
A Hybrid Text Classification and Language Generation Model for Automated Summarization of Dutch Breast Cancer Radiology Reports
2020
·
Elisa Nguyen
, Daphne Theodorakopoulos
, et al.
·
IEEE International Conference on Cognitive Machine Intelligence (CogMI)
·
13
Comparing Process Models for Patient Populations: Application in Breast Cancer Care
2019
·
Francesca Marazza
, Faiza Allah Bukhsh
, et al.
·
Lecture notes in business information processing
·
11
Multimodal Machine Learning for 30-Days Post-Operative Mortality Prediction of Elderly Hip Fracture Patients
2021
·
Berk Yenidogan
, Shreyasi Pathak
, et al.
·
IEEE ... International Conference on Data Mining workshops
·
8
Breast cancer prediction using mammography exams for real hospital settings
2025
·
Shreyasi Pathak
, Jörg Schlötterer
, et al.
·
Computers in Biology and Medicine
·
6
Evaluating an AI-driven Triaging Workflow for MRI-based Clinically Significant Prostate Cancer Diagnosis: A Simulation Study
2026
·
Jasper J. Twilt
, Anindo Saha
, et al.
·
Radiology Imaging Cancer
·
4
Federated learning for prostate cancer detection in biparametric MRI: optimization of rounds, epochs, and aggregation strategy
2024
·
Ashkan Moradi
, Fadila Zerka
, et al.
·
SPIE Medical Imaging: Computer-Aided Diagnosis
·
4
Feature Importance to Explain Multimodal Prediction Models. a Clinical Use Case
2024
·
Jorn-Jan van de Beld
, Shreyasi Pathak
, et al.
·
Communications in computer and information science
·
4
PDF
Automatic Structuring of Breast Cancer Radiology Reports for Quality Assurance
2018
·
Shreyasi Pathak
, Jorit van Rossen
, et al.
·
IEEE ... International Conference on Data Mining workshops
·
4
Optimizing Federated Learning Configurations for MRI Prostate Segmentation and Cancer Detection: A Simulation Study
2025
·
Ashkan Moradi
, Fadila Zerka
, et al.
·
Radiology Artificial Intelligence
·
3
Human-in-the-loop Language-agnostic Extraction of Medication Data from Highly Unstructured Electronic Health Records
2020
·
Frank Ruis
, Shreyasi Pathak
, et al.
·
IEEE ... International Conference on Data Mining workshops
·
2
Exploiting Natural Language Processing for Improving Health Processes
2017
·
Maurice van Keulen
, Jeroen Geerdink
, et al.
·
University of Twente Research Information
·
1
Artificial Intelligence for Prostate Cancer Detection and Screening on MRI in Global Populations: The SCARLET-1 Study
2026
·
Anindo Saha
, Joeran S. Bosma
, et al.
·
Radiology
Impact of an AI-powered hospital admission prediction dashboard to guide medication reconciliation in the emergency department: a retrospective before-after study
2026
·
J. Maathuis
, A. Veldhuis
, et al.
·
International Journal of Clinical Pharmacy
PDF
GHMSCHRFT: Transformer-based de-identification with realistic surrogate replacement for Dutch clinical reports
2026
·
Luc Builtjes
, Joeran S. Bosma
, et al.
·
SSRN Electronic Journal
DIABASE: an automatically filled single-centre registry of diabetes mellitus in the Netherlands, combining clinical data with real-world longitudinal wearable device dataa study protocol
2025
·
Thomas Urgert
, Kilian Derk Rinse Kappert
, et al.
·
BMJ Open
PDF
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Works count:
30
Citation count:
293
H-index:
11
I10-index:
12
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