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List of works by Alex Zwanenburg

A comparative study of machine learning methods for time-to-event survival data for radiomics risk modelling. ⬇️

scientific article published on 16 October 2017

Assessing robustness of radiomic features by image perturbation

scientific article published in Scientific Reports

Automatic detection of burst synchrony in preterm infants.

scientific article published in January 2012

CT imaging during treatment improves radiomic models for patients with locally advanced head and neck cancer

scientific article published on 04 August 2018

Cerebral inflammation and mobilization of the peripheral immune system following global hypoxia-ischemia in preterm sheep

scientific article published on 24 January 2013

Comparison of ECG-based physiological markers for hypoxia in a preterm ovine model.

scientific article published on 11 February 2016

Development and validation of a gene signature for patients with head and neck squamous cell carcinomas treated by postoperative radio(chemo)therapy.

scientific article published on 3 January 2018

Functional connectivity in preterm infants derived from EEG coherence analysis.

scientific article published on 26 August 2014

Heart rate-mediated blood pressure control in preterm fetal sheep under normal and hypoxic-ischemic conditions.

scientific article

Mesenchymal Stromal Cell-Derived Extracellular Vesicles Protect the Fetal Brain After Hypoxia-Ischemia

scientific article published on 9 May 2016

Mesenchymal stem cells induce T-cell tolerance and protect the preterm brain after global hypoxia-ischemia

scientific article

Multipotent adult progenitor cells for hypoxic-ischemic injury in the preterm brain.

scientific article published on 23 December 2015

Propofol administration to the maternal-fetal unit improved fetal EEG and influenced cerebral apoptotic pathway in preterm lambs suffering from severe asphyxia.

scientific article

RaCaT: An open source and easy to use radiomics calculator tool

scientific article published on 20 February 2019

Radiomics in nuclear medicine: robustness, reproducibility, standardization, and how to avoid data analysis traps and replication crisis

scientific article published on 25 June 2019

Responsible Radiomics Research for Faster Clinical Translation.

scientific article published on 24 November 2017

ST waveform analysis for monitoring hypoxic distress in fetal sheep after prolonged umbilical cord occlusion.

scientific article published on 16 April 2018

Systemic G-CSF attenuates cerebral inflammation and hypomyelination but does not reduce seizure burden in preterm sheep exposed to global hypoxia-ischemia

scientific article published on 8 October 2013

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

scientific article published on 10 March 2020

Using trend templates in a neonatal seizure algorithm improves detection of short seizures in a foetal ovine model.

scientific article published on 5 February 2015

Why -aVF can be used in STAN as a proxy for scalp electrode-derived signal; reply to comments by Kjellmer et al

scientific article published on 22 August 2019

Why validation of prognostic models matters?

scientific article published on 26 March 2018

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