André Dekker

Distributed learning on 20 000+ lung cancer patients – The Personal Health Train

2020 · 162 Zit. · Radiotherapy and Oncology

Artificial intelligence‐based clinical decision support in modern medical physics: Selection, acceptance, commissioning, and quality assurance

2020 · 117 Zit. · Medical Physics

A systematic review and quality of reporting checklist for repeatability and reproducibility of radiomic features

2021 · 100 Zit. · Physics and Imaging in Radiation Oncology

GAN-based one dimensional medical data augmentation

2023 · 49 Zit. · Soft Computing

Assessing the role of GPT-4 in thyroid ultrasound diagnosis and treatment recommendations: enhancing interpretability with a chain of thought approach

2024 · 39 Zit. · Quantitative Imaging in Medicine and Surgery

From multisource data to clinical decision aids in radiation oncology: The need for a clinical data science community

2020 · 37 Zit. · Radiotherapy and Oncology

FAIR‐compliant clinical, radiomics and DICOM metadata of RIDER, interobserver, Lung1 and head‐Neck1 TCIA collections

2020 · 34 Zit. · Medical Physics

Advancing Privacy-Preserving Health Care Analytics and Implementation of the Personal Health Train: Federated Deep Learning Study

2024 · 30 Zit. · JMIR AI

Artificial intelligence in oncology

2020 · 23 Zit. · Artificial Intelligence in Medicine

Implementation of Big Imaging Data Pipeline Adhering to FAIR Principles for Federated Machine Learning in Oncology

2021 · 18 Zit. · IEEE Transactions on Radiation and Plasma Medical Sciences

Getting real about synthetic data ethics

2024 · 17 Zit. · EMBO Reports

Improving reproducibility and performance of radiomics in low‐dose CT using cycle GANs

2022 · 15 Zit. · Journal of Applied Clinical Medical Physics

How Natural Language Processing Can Aid With Pulmonary Oncology Tumor Node Metastasis Staging From Free-Text Radiology Reports: Algorithm Development and Validation

2023 · 15 Zit. · JMIR Formative Research

Using 3D deep features from CT scans for cancer prognosis based on a video classification model: A multi‐dataset feasibility study

2023 · 13 Zit. · Medical Physics

Generative models improve radiomics performance in different tasks and different datasets: An experimental study

2022 · 11 Zit. · Physica Medica