List of works - Marta Bogowicz

A 2.5D convolutional neural network for HPV prediction in advanced oropharyngeal cancer

scientific article published in 2022

Body motion during dynamic couch tracking with healthy volunteers

scientific article published on 19 December 2018

CT radiomics and PET radiomics: ready for clinical implementation?

scientific article published on 13 September 2019

Combined CT radiomics of primary tumor and metastatic lymph nodes improves prediction of loco-regional control in head and neck cancer

scientific article published on 23 October 2019

Comparison of PET and CT radiomics for prediction of local tumor control in head and neck squamous cell carcinoma.

scientific article

Computed Tomography Radiomics Predicts HPV Status and Local Tumor Control After Definitive Radiochemotherapy in Head and Neck Squamous Cell Carcinoma.

scientific article

Development and validation of a radiomic signature to predict HPV (p16) status from standard CT imaging: a multicenter study

scientific article published on 16 February 2018

Influence of inter-observer delineation variability on radiomics stability in different tumor sites

scientific article published on 07 March 2018

Interchangeability of radiomic features between [18F]-FDG PET/CT and [18F]-FDG PET/MR

scientific article published on 22 February 2019

Perfusion CT radiomics as potential prognostic biomarker in head and neck squamous cell carcinoma

scientific article published on 14 July 2019

Post-radiochemotherapy PET radiomics in head and neck cancer - The influence of radiomics implementation on the reproducibility of local control tumor models.

scientific article published on 6 November 2017

Privacy-preserving distributed learning of radiomics to predict overall survival and HPV status in head and neck cancer

scientific article published on 11 March 2020

Radiomics, tumor volume and blood biomarkers for early prediction of pseudoprogression in metastatic melanoma patients treated with immune checkpoint inhibition

scientific article published on 06 April 2020

Stability of radiomic features in CT perfusion maps.

scientific article published on 28 November 2016

Systematic Review of Privacy-Preserving Distributed Machine Learning From Federated Databases in Health Care

scientific article published on 01 March 2020

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

scientific article published on 10 March 2020

Tumor stage, tumor site and HPV dependent correlation of perfusion CT parameters and [18F]-FDG uptake in head and neck squamous cell carcinoma

scientific article published on 6 October 2015

Unconscious physiological response of healthy volunteers to dynamic respiration-synchronized couch motion

scientific article published on 28 November 2017

List of works by Marta Bogowicz