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Andre Dekker

Maastricht University

SCHOLARLY PAPERS

5

DOWNLOADS

550

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Federated Learning with Real-World Data: An International Multi-Centre Study to Develop and Validate Prognostic Models for Anal Cancer

Number of pages: 19 Posted: 21 Mar 2024
Leeds Teaching Hospitals NHS Trust, University of Oslo - Oslo University Hospital, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Netherlands Cancer Institute Antoni van Leeuwenhoek, Maastricht University, University of New South Wales (UNSW), Catholic University of the Sacred Heart, Rome, Leeds Teaching Hospitals NHS Trust, University of Oslo - Oslo University Hospital, NHS Foundation Trust - Cambridge University Hospitals, Manchester Academic Health Sciences Centre - The Christie NHS Foundation Trust, Goethe University Frankfurt - University Hospital Frankfurt, RWTH Aachen University - University Medical Center Aachen, Government of the United Kingdom - Oxford University Hospitals NHS Foundation Trust, Champalimaud Foundation, Greater Poland Cancer Centre, Government of the United Kingdom - Hull University Teaching Hospitals NHS Trust, Leeds Teaching Hospitals NHS Trust, University of Leeds - Institute of Medical Research, Cardiff University - School of Engineering, Bank of Cyprus Oncology Centre, University of Oslo, Maastricht University - GROW School for Oncology and Reproduction, Leeds Teaching Hospitals NHS Trust and Independent
Downloads 186 (407,391)

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Anal cancer, squamous cell carcinoma, chemoradiotherapy, federated learning, distributed learning, outcome modelling, overall survival, locoregional control, freedom from distant metastases

Data-Efficient Federated Semi-Supervised Learning Framework Via Pseudo Supervision Refinement Strategy for Lung Tumor Segmentation

Number of pages: 14 Posted: 15 Nov 2024
Guangdong Academy of Medical Sciences, Guilin University of Electronic Technology, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Zhejiang Cancer Hospital, affiliation not provided to SSRN, affiliation not provided to SSRN, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University, Guangdong Academy of Medical Sciences - Department of Radiology, Zhejiang Cancer Hospital, Guangdong Academy of Medical Sciences - Department of Radiology and Guilin University of Electronic Technology
Downloads 96 (715,783)

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Semi-supervised Learning, Lung Tumor Segmentation, Federated learning, Learning strategy, Pre-trained model

Data-Efficient Federated Semi-Supervised Learning Framework Via Pseudo Supervision Refinement Strategy for Lung Tumor Segmentation

Number of pages: 15 Posted: 14 Oct 2024
Guangdong Academy of Medical Sciences, Guilin University of Electronic Technology, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Zhejiang Cancer Hospital, affiliation not provided to SSRN, affiliation not provided to SSRN, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University, Guangdong Academy of Medical Sciences - Department of Radiology, Zhejiang Cancer Hospital, Guangdong Academy of Medical Sciences - Department of Radiology and Guilin University of Electronic Technology
Downloads 34 (1,296,409)

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Semi-supervised learning, Lung tumor segmentation, Federated learning, Learning strategy, Pre-trained model

3.

AI-Derived Longitudinal and Multi-Dimensional CT Classifier for Non-Small Cell Lung Cancer to Optimize Neoadjuvant Chemoimmunotherapy Decision: A Multicentre Retrospective Study

Number of pages: 49 Posted: 14 Jul 2025
Zhengzhou University, Southern Medical University - Department of Radiology, Guangdong Academy of Medical Sciences - Department of Radiology, Wuhan Union Hospital, Southern Medical University - Department of Radiology, Southern Medical University - Department of Radiology, Southern Medical University - Department of Radiology, Zhengzhou University, Zhengzhou University, Guangdong Academy of Medical Sciences - Department of Radiology, Wuhan Union Hospital, Maastricht University, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University, Maastricht University, Guangdong Academy of Medical Sciences - Guangdong Provincial People's Hospital, Zhengzhou University - Department of Thoracic Surgery, Guangdong Academy of Medical Sciences - Department of Radiology and Guangdong Academy of Medical Sciences
Downloads 87 (759,537)

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non-small cell lung cancer, neoadjuvant chemoimmunotherapy, radiomics, deep learning, habitat imaging, Longitudinal CT

4.

Data Harmonization and Federated Learning for Multi-Cohort Dementia Research Using the OMOP Common Data Model: A Netherlands Consortium of Dementia Cohorts Case Study

Number of pages: 20 Posted: 07 Feb 2024
Maastricht University, VU University Amsterdam, Utrecht University - University Medical Center (Utrecht), National Institute for Public Health and the Environment (RIVM), VU University Amsterdam, VU University Amsterdam, Erasmus University Medical Center Rotterdam, Erasmus University Medical Center Rotterdam, Erasmus University Rotterdam (EUR) - Erasmus Medical Center (MC), Erasmus University Medical Center Rotterdam, Leiden University - Leiden University Medical Center (LUMC), Leiden University - Sequencing Analysis Support Core, Maastricht University, Maastricht University, Maastricht University - CARIM School for Cardiovascular Diseases, Maastricht University and Maastricht University
Downloads 87 (759,537)

Abstract:

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data harmonization, Cohort studies, etl, omop, cdm, Federated Learning

5.

Pcr and 2-Year Disease-Free Survival: A Combination of the Two Endpoints as a New Classification for Locally Advanced Rectal Cancer Patients. An Updated Pooled Analysis of Eleven International Randomized Trials

Number of pages: 13 Posted: 21 Feb 2023
Catholic University of the Sacred Heart, Rome, Catholic University of the Sacred Heart, Rome, Catholic University of the Sacred Heart, Rome, Catholic University of the Sacred Heart, Rome, Catholic University of the Sacred Heart, Rome, Azienda Ospedaliera-Universitaria Pisana, Centre Antoine Lacassagne, Peter MacCallum Cancer Centre, Goethe University Frankfurt, Maria Skłodowska-Curie Institute of Oncology, Government of the United Kingdom, Department of Health, National Health Service (NHS), Mount Vernon Cancer Centre Northwood, Maastricht University, Maastricht University, Catholic University of the Sacred Heart, Rome and Università Cattolica del Sacro Cuore, Rome
Downloads 60 (961,006)

Abstract:

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rectal cancer, Intermediate endpoints, new risk-based classification, Personalized treatment, disease-free survival, pathological complete response.