[HTML][HTML] Radiomics in medical imaging—“how-to” guide and critical reflection

JE Van Timmeren, D Cester, S Tanadini-Lang… - Insights into …, 2020 - Springer
Radiomics is a quantitative approach to medical imaging, which aims at enhancing the
existing data available to clinicians by means of advanced mathematical analysis. Through …

Artificial Intelligence in magnetic Resonance guided Radiotherapy: Medical and physical considerations on state of art and future perspectives

…, L Placidi, N Reynaert, R Ruggieri, S Tanadini-Lang… - Physica medica, 2021 - Elsevier
Over the last years, technological innovation in Radiotherapy (RT) led to the introduction of
Magnetic Resonance-guided RT (MRgRT) systems. Due to the higher soft tissue contrast …

The image biomarker standardization initiative: standardized quantitative radiomics for high-throughput image-based phenotyping

…, E Spezi, RJHM Steenbakkers, S Tanadini-Lang… - Radiology, 2020 - pubs.rsna.org
Background Radiomic features may quantify characteristics present in medical imaging.
However, the lack of standardized definitions and validated reference values have hampered …

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

…, O Riesterer, S Tanadini-Lang… - The British journal of …, 2018 - birpublications.org
Objectives: Human papillomavirus (HPV) positive oropharyngeal cancer (oropharyngeal
squamous cell carcinoma, OPSCC) is biologically and clinically different from HPV negative …

[HTML][HTML] Definition and quality requirements for stereotactic radiotherapy: consensus statement from the DEGRO/DGMP Working Group Stereotactic Radiotherapy and …

…, AL Grosu, D Schmitt, S Tanadini-Lang… - Strahlentherapie und …, 2020 - Springer
Stereotactic radiotherapy with its forms of intracranial stereotactic radiosurgery (SRS),
intracranial fractionated stereotactic radiotherapy (FSRT) and stereotactic body radiotherapy (…

ESTRO ACROP consensus guideline on implementation and practice of stereotactic body radiotherapy for peripherally located early stage non-small cell lung cancer

…, M Hoyer, C Hurkmans, S Tanadini-Lang… - Radiotherapy and …, 2017 - Elsevier
Background Stereotactic body radiotherapy (SBRT) has become the standard of care for
medically inoperable patients with peripherally located, early stage non-small cell lung cancer (…

Computed tomography radiomics predicts HPV status and local tumor control after definitive radiochemotherapy in head and neck squamous cell carcinoma

…, G Studer, M Guckenberger, S Tanadini-Lang - International Journal of …, 2017 - Elsevier
Purpose This study aimed to predict local tumor control (LC) after radiochemotherapy of
head and neck squamous cell carcinoma (HNSCC) and human papillomavirus (HPV) status …

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

…, M Guckenberger, S Tanadini-Lang - Acta …, 2018 - Taylor & Francis
Background: Radiomics is a promising methodology for quantitative analysis and description
of radiological images using advanced mathematics and statistics. Tumor delineation, …

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

…, J Unkelbach, M Guckenberger, S Tanadini-Lang - Acta …, 2017 - Taylor & Francis
Purpose: An association between radiomic features extracted from CT and local tumor control
in the head and neck squamous cell carcinoma (HNSCC) has been shown. This study …

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

…, M Pavic, M Bogowicz, D Vuong, S Tanadini-Lang… - Clinical Cancer …, 2020 - AACR
Purpose: We assessed the predictive potential of positron emission tomography (PET)/CT-based
radiomics, lesion volume, and routine blood markers for early differentiation of …