[HTML][HTML] Precision medicine and the role of biomarkers of radiotherapy response in breast cancer

J Meehan, M Gray, C Martínez-Pérez, C Kay… - … in oncology, 2020 - frontiersin.org
tumor volume, the identification of a biological target volume … DX recurrence score to predict
overall survival following post-… that may predict response to radiation treatment for a range …

[HTML][HTML] Prediction of survival and recurrence patterns by machine learning in gastric cancer cases undergoing radiation therapy and chemotherapy

M Akcay, D Etiz, O Celik - Advances in radiation oncology, 2020 - Elsevier
… prognostic factor is the size and spread of tumor. Lymph node … in distal tumors) were included
in the target volume according … -term prognosis, it is important to predict the overall survival

[HTML][HTML] Baseline metabolic tumor volume as a strong predictive and prognostic biomarker in patients with non-small cell lung cancer treated with PD1 inhibitors: a …

D Chardin, M Paquet, R Schiappa… - … of cancer, 2020 - ncbi.nlm.nih.gov
… concomitantly treated with radiation therapy (n=1); … tumor burden ratio, which would explain
their lower survival rates. In addition, we found that baseline MTV could predict ETD during

[HTML][HTML] Radiomic biomarkers of tumor immune biology and immunotherapy response

JH Wang, KA Wahid, LV van Dijk, K Farahani… - … Radiation Oncology, 2021 - Elsevier
… to understand tumor immune biology and predict clinical … with primary features or tumor-volume
normalized features. … better survival outcomes, including greater tumor roundness (…

Pan-cancer prediction of radiotherapy benefit using genomic-adjusted radiation dose (GARD): a cohort-based pooled analysis

JG Scott, G Sedor, P Ellsworth, JA Scarborough… - … Lancet Oncology, 2021 - thelancet.com
… is still prescribed on the basis of an empirical one-size-fits-all … overall survival for patients
with cancer treated with radiation. … validated gene expression-based biomarker of tumour cell …

Predicting 5-year progression and survival outcomes for early stage non-small cell lung cancer treated with stereotactic ablative radiation therapy: development and …

J Kang, MS Ning, H Feng, H Li, H Bahig… - … of Radiation Oncology …, 2020 - Elsevier
… In our analysis, tumor size was also associated with survival … boost to gross target volume,
as previously reported, 23 can be … Association of long-term outcomes and survival with …

[HTML][HTML] Diffusion weighted magnetic resonance imaging (DW-MRI) as a non-invasive, tissue cellularity marker to monitor cancer treatment response

FP Fliedner, TB Engel, HH El-Ali, AE Hansen, A Kjaer - BMC cancer, 2020 - Springer
… following therapy and a correlation with long term survival or … to cover center of tumor in a
maximum volume. Tissue ADC-… , we found that radiation treatment of tumors increases ADC-…

[HTML][HTML] Forecasting individual patient response to radiation therapy in head and neck cancer with a dynamic carrying capacity model

MU Zahid, N Mohsin, ASR Mohamed, JJ Caudell… - … of Radiation Oncology …, 2021 - Elsevier
… To predict response to radiation therapy for individual … -free survival with the inclusion of 4
on-treatment tumor volume … plots comparing tumor volumes at the start of radiation therapy of …

Contemporary radiotherapy: present and future

RA Chandra, FK Keane, FEM Voncken, CR Thomas - The Lancet, 2021 - thelancet.com
… field of radiation oncology for the non-radiation oncologist. … of the dose and volume of
radiotherapy delivered to tumours and … cancer behaviour; and disease-specific and overall …

Reinventing radiation therapy with machine learning and imaging bio-markers (radiomics): State-of-the-art, challenges and perspectives

L Dercle, T Henry, A Carré, N Paragios, E Deutsch… - Methods, 2021 - Elsevier
… ) sparing and target volumes coverage, will likely be guided by … of cancer patients treated
with radiation therapy. Finally, this … a prediction mechanism are able to provide a prediction with …